2022/12/27 17:54:21 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.7.13 (default, Mar 29 2022, 02:18:16) [GCC 7.5.0] CUDA available: True numpy_random_seed: 1502485312 GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/cache/share/cuda-11.3 NVCC: Cuda compilation tools, release 11.3, V11.3.109 GCC: gcc (GCC) 5.4.0 PyTorch: 1.12.1 PyTorch compiling details: PyTorch built with: - GCC 9.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.3.2 (built against CUDA 11.5) - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.13.1 OpenCV: 4.6.0 MMEngine: 0.3.2 Runtime environment: cudnn_benchmark: True mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None Distributed launcher: slurm Distributed training: True GPU number: 8 ------------------------------------------------------------ 2022/12/27 17:54:22 - mmengine - INFO - Config: dictionary = dict( type='Dictionary', dict_file='dicts/lower_english_digits.txt', with_padding=True, with_unknown=True) model = dict( type='SVTR', preprocessor=dict( type='STN', in_channels=3, resized_image_size=(32, 64), output_image_size=(48, 160), num_control_points=20, margins=[0.05, 0.05]), backbone=dict( type='SVTRNet', img_size=[48, 160], in_channels=3, out_channels=256, embed_dims=[128, 256, 384], depth=[3, 6, 9], num_heads=[4, 8, 12], mixer_types=[ 'Local', 'Local', 'Local', 'Local', 'Local', 'Local', 'Local', 'Local', 'Global', 'Global', 'Global', 'Global', 'Global', 'Global', 'Global', 'Global', 'Global', 'Global' ], window_size=[[7, 11], [7, 11], [7, 11]], merging_types='Conv', prenorm=False, max_seq_len=40), encoder=None, decoder=dict( type='SVTRDecoder', in_channels=256, module_loss=dict( type='CTCModuleLoss', letter_case='lower', zero_infinity=True), postprocessor=dict(type='CTCPostProcessor'), dictionary=dict( type='Dictionary', dict_file='dicts/lower_english_digits.txt', with_padding=True, with_unknown=True)), data_preprocessor=dict( type='TextRecogDataPreprocessor', mean=[127.5], std=[127.5])) default_scope = 'mmocr' env_cfg = dict( cudnn_benchmark=True, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) randomness = dict(seed=None) default_hooks = dict( timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=100), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1), sampler_seed=dict(type='DistSamplerSeedHook'), sync_buffer=dict(type='SyncBuffersHook'), visualization=dict( type='VisualizationHook', interval=1, enable=False, show=False, draw_gt=False, draw_pred=False)) log_level = 'INFO' log_processor = dict(type='LogProcessor', window_size=10, by_epoch=True) load_from = None resume = False val_evaluator = dict( type='MultiDatasetsEvaluator', metrics=[ dict( type='WordMetric', mode=['exact', 'ignore_case', 'ignore_case_symbol']), dict(type='CharMetric') ], dataset_prefixes=['CUTE80', 'IIIT5K', 'SVT', 'SVTP', 'IC13', 'IC15']) test_evaluator = dict( type='MultiDatasetsEvaluator', metrics=[ dict( type='WordMetric', mode=['exact', 'ignore_case', 'ignore_case_symbol']), dict(type='CharMetric') ], dataset_prefixes=['CUTE80', 'IIIT5K', 'SVT', 'SVTP', 'IC13', 'IC15']) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='TextRecogLocalVisualizer', name='visualizer', vis_backends=[dict(type='LocalVisBackend')]) mjsynth_textrecog_data_root = 'data/rec/Syn90k/' mjsynth_textrecog_test = dict( type='OCRDataset', data_root='data/rec/Syn90k/', data_prefix=dict(img_path='mnt/ramdisk/max/90kDICT32px'), ann_file='train_labels.json', test_mode=False, pipeline=None) mjsynth_sub_textrecog_train = dict( type='OCRDataset', data_root='data/rec/Syn90k/', data_prefix=dict(img_path='mnt/ramdisk/max/90kDICT32px'), ann_file='subset_train_labels.json', test_mode=False, pipeline=None) synthtext_textrecog_data_root = 'data/rec/SynthText/' synthtext_textrecog_train = dict( type='OCRDataset', data_root='data/rec/SynthText/', data_prefix=dict(img_path='synthtext/SynthText_patch_horizontal'), ann_file='train_labels.json', test_mode=False, pipeline=None) synthtext_an_textrecog_train = dict( type='OCRDataset', data_root='data/rec/SynthText/', data_prefix=dict(img_path='synthtext/SynthText_patch_horizontal'), ann_file='alphanumeric_train_labels.json', test_mode=False, pipeline=None) synthtext_sub_textrecog_train = dict( type='OCRDataset', data_root='data/rec/SynthText/', data_prefix=dict(img_path='synthtext/SynthText_patch_horizontal'), ann_file='subset_train_labels.json', test_mode=False, pipeline=None) cute80_textrecog_data_root = 'data/cute80' cute80_textrecog_test = dict( type='OCRDataset', data_root='data/cute80', ann_file='textrecog_test.json', test_mode=True, pipeline=None) iiit5k_textrecog_data_root = 'data/iiit5k' iiit5k_textrecog_train = dict( type='OCRDataset', data_root='data/iiit5k', ann_file='textrecog_train.json', pipeline=None) iiit5k_textrecog_test = dict( type='OCRDataset', data_root='data/iiit5k', ann_file='textrecog_test.json', test_mode=True, pipeline=None) svt_textrecog_data_root = 'data/svt' svt_textrecog_train = dict( type='OCRDataset', data_root='data/svt', ann_file='textrecog_train.json', pipeline=None) svt_textrecog_test = dict( type='OCRDataset', data_root='data/svt', ann_file='textrecog_test.json', test_mode=True, pipeline=None) svtp_textrecog_data_root = 'data/svtp' svtp_textrecog_train = dict( type='OCRDataset', data_root='data/svtp', ann_file='textrecog_train.json', pipeline=None) svtp_textrecog_test = dict( type='OCRDataset', data_root='data/svtp', ann_file='textrecog_test.json', test_mode=True, pipeline=None) icdar2013_textrecog_data_root = 'data/icdar2013' icdar2013_textrecog_train = dict( type='OCRDataset', data_root='data/icdar2013', ann_file='textrecog_train.json', pipeline=None) icdar2013_textrecog_test = dict( type='OCRDataset', data_root='data/icdar2013', ann_file='textrecog_test.json', test_mode=True, pipeline=None) icdar2013_857_textrecog_test = dict( type='OCRDataset', data_root='data/icdar2013', ann_file='textrecog_test_857.json', test_mode=True, pipeline=None) icdar2015_textrecog_data_root = 'data/icdar2015' icdar2015_textrecog_train = dict( type='OCRDataset', data_root='data/icdar2015', ann_file='textrecog_train.json', pipeline=None) icdar2015_textrecog_test = dict( type='OCRDataset', data_root='data/icdar2015', ann_file='textrecog_test.json', test_mode=True, pipeline=None) icdar2015_1811_textrecog_test = dict( type='OCRDataset', data_root='data/icdar2015', ann_file='textrecog_test_1811.json', test_mode=True, pipeline=None) optim_wrapper = dict( type='OptimWrapper', optimizer=dict( type='AdamW', lr=0.00025, betas=(0.9, 0.99), eps=8e-08, weight_decay=0.05)) train_cfg = dict(type='EpochBasedTrainLoop', max_epochs=20, val_interval=1) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') param_scheduler = [ dict( type='LinearLR', start_factor=0.5, end_factor=1.0, end=2, verbose=False, convert_to_iter_based=True), dict( type='CosineAnnealingLR', T_max=19, begin=2, end=20, verbose=False, convert_to_iter_based=True) ] file_client_args = dict(backend='disk') train_pipeline = [ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk'), ignore_empty=True, min_size=5), dict(type='LoadOCRAnnotations', with_text=True), dict( type='RandomApply', prob=0.4, transforms=[dict(type='TextRecogGeneralAug')]), dict( type='RandomApply', prob=0.4, transforms=[dict(type='TextRecogRandomCrop')]), dict( type='ConditionApply', condition='min(results["img_shape"])>10', transforms=dict( type='RandomApply', prob=0.4, transforms=[ dict( type='TorchVisionWrapper', op='GaussianBlur', kernel_size=5, sigma=1) ])), dict( type='RandomApply', prob=0.4, transforms=[ dict( type='TorchVisionWrapper', op='ColorJitter', brightness=0.5, saturation=0.5, contrast=0.5, hue=0.1) ]), dict( type='RandomApply', prob=0.4, transforms=[dict(type='ImageContentJitter')]), dict( type='RandomApply', prob=0.4, transforms=[ dict( type='ImgAugWrapper', args=[ dict( cls='AdditiveGaussianNoise', scale=0.31622776601683794) ]) ]), dict( type='RandomApply', prob=0.4, transforms=[dict(type='ReversePixels')]), dict(type='Resize', scale=(256, 64)), dict( type='PackTextRecogInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'valid_ratio')) ] test_pipeline = [ dict(type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='Resize', scale=(256, 64)), dict(type='LoadOCRAnnotations', with_text=True), dict( type='PackTextRecogInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'valid_ratio')) ] train_list = [ dict( type='OCRDataset', data_root='data/rec/Syn90k/', data_prefix=dict(img_path='mnt/ramdisk/max/90kDICT32px'), ann_file='train_labels.json', test_mode=False, pipeline=None), dict( type='OCRDataset', data_root='data/rec/SynthText/', data_prefix=dict(img_path='synthtext/SynthText_patch_horizontal'), ann_file='train_labels.json', test_mode=False, pipeline=None) ] test_list = [ dict( type='OCRDataset', data_root='data/cute80', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/iiit5k', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/svt', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/svtp', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/icdar2013', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/icdar2015', ann_file='textrecog_test.json', test_mode=True, pipeline=None) ] train_dataloader = dict( batch_size=128, num_workers=24, persistent_workers=True, pin_memory=True, sampler=dict(type='DefaultSampler', shuffle=True), dataset=dict( type='ConcatDataset', datasets=[ dict( type='OCRDataset', data_root='openmmlab:s3://openmmlab/datasets/ocr/recog/Syn90k', data_prefix=dict(img_path='mnt/ramdisk/max/90kDICT32px'), ann_file='train_labels.json', test_mode=False, pipeline=None), dict( type='OCRDataset', data_root= 'openmmlab:s3://openmmlab/datasets/ocr/recog/SynthText', data_prefix=dict( img_path='synthtext/SynthText_patch_horizontal'), ann_file='train_labels.json', test_mode=False, pipeline=None) ], pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='petrel'), ignore_empty=True, min_size=5), dict(type='LoadOCRAnnotations', with_text=True), dict( type='RandomApply', prob=0.4, transforms=[dict(type='TextRecogGeneralAug')]), dict( type='RandomApply', prob=0.4, transforms=[dict(type='TextRecogRandomCrop')]), dict( type='ConditionApply', condition='min(results["img_shape"])>10', transforms=dict( type='RandomApply', prob=0.4, transforms=[ dict( type='TorchVisionWrapper', op='GaussianBlur', kernel_size=5, sigma=1) ])), dict( type='RandomApply', prob=0.4, transforms=[ dict( type='TorchVisionWrapper', op='ColorJitter', brightness=0.5, saturation=0.5, contrast=0.5, hue=0.1) ]), dict( type='RandomApply', prob=0.4, transforms=[dict(type='ImageContentJitter')]), dict( type='RandomApply', prob=0.4, transforms=[ dict( type='ImgAugWrapper', args=[ dict( cls='AdditiveGaussianNoise', scale=0.31622776601683794) ]) ]), dict( type='RandomApply', prob=0.4, transforms=[dict(type='ReversePixels')]), dict(type='Resize', scale=(256, 64)), dict( type='PackTextRecogInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'valid_ratio')) ])) val_dataloader = dict( batch_size=128, num_workers=8, persistent_workers=True, pin_memory=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ConcatDataset', datasets=[ dict( type='OCRDataset', data_root='data/cute80', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/iiit5k', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/svt', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/svtp', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/icdar2013', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/icdar2015', ann_file='textrecog_test.json', test_mode=True, pipeline=None) ], pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='Resize', scale=(256, 64)), dict(type='LoadOCRAnnotations', with_text=True), dict( type='PackTextRecogInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'valid_ratio')) ])) test_dataloader = dict( batch_size=128, num_workers=8, persistent_workers=True, pin_memory=True, drop_last=False, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ConcatDataset', datasets=[ dict( type='OCRDataset', data_root='data/cute80', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/iiit5k', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/svt', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/svtp', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/icdar2013', ann_file='textrecog_test.json', test_mode=True, pipeline=None), dict( type='OCRDataset', data_root='data/icdar2015', ann_file='textrecog_test.json', test_mode=True, pipeline=None) ], pipeline=[ dict( type='LoadImageFromFile', file_client_args=dict(backend='disk')), dict(type='Resize', scale=(256, 64)), dict(type='LoadOCRAnnotations', with_text=True), dict( type='PackTextRecogInputs', meta_keys=('img_path', 'ori_shape', 'img_shape', 'valid_ratio')) ])) launcher = 'slurm' work_dir = 'work_dirs/svtr_base' 2022/12/27 17:54:22 - mmengine - WARNING - The "visualizer" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:54:22 - mmengine - WARNING - The "vis_backend" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:54:22 - mmengine - WARNING - The "model" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:54:23 - mmengine - WARNING - The "task util" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:54:23 - mmengine - WARNING - The "hook" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:54:23 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2022/12/27 17:54:23 - mmengine - WARNING - The "loop" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:54:23 - mmengine - WARNING - The "dataset" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:54:23 - mmengine - WARNING - The "transform" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:26 - mmengine - WARNING - The "data sampler" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:26 - mmengine - WARNING - The "optimizer constructor" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:26 - mmengine - WARNING - The "optimizer" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:26 - mmengine - WARNING - The "optim wrapper" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:26 - mmengine - WARNING - The "parameter scheduler" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:27 - mmengine - WARNING - The "evaluator" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:27 - mmengine - WARNING - The "metric" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. 2022/12/27 17:58:28 - mmengine - WARNING - The "weight initializer" registry in mmocr did not set import location. Fallback to call `mmocr.utils.register_all_modules` instead. Name of parameter - Initialization information preprocessor.stn_convnet.0.conv.weight - torch.Size([32, 3, 3, 3]): XavierInit: gain=1, distribution=normal, bias=0 preprocessor.stn_convnet.0.bn.weight - torch.Size([32]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.0.bn.bias - torch.Size([32]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.2.conv.weight - torch.Size([64, 32, 3, 3]): XavierInit: gain=1, distribution=normal, bias=0 preprocessor.stn_convnet.2.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.2.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.4.conv.weight - torch.Size([128, 64, 3, 3]): XavierInit: gain=1, distribution=normal, bias=0 preprocessor.stn_convnet.4.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.4.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.6.conv.weight - torch.Size([256, 128, 3, 3]): XavierInit: gain=1, distribution=normal, bias=0 preprocessor.stn_convnet.6.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.6.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.8.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=normal, bias=0 preprocessor.stn_convnet.8.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.8.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.10.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=normal, bias=0 preprocessor.stn_convnet.10.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_convnet.10.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_fc1.0.weight - torch.Size([512, 512]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_fc1.0.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_fc1.1.weight - torch.Size([512]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_fc1.1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_fc2.weight - torch.Size([40, 512]): The value is the same before and after calling `init_weights` of SVTR preprocessor.stn_fc2.bias - torch.Size([40]): The value is the same before and after calling `init_weights` of SVTR backbone.absolute_pos_embed - torch.Size([1, 480, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.patch_embed.net.ConvModule0.conv.weight - torch.Size([64, 3, 3, 3]): The value is the same before and after calling `init_weights` of SVTR backbone.patch_embed.net.ConvModule0.bn.weight - torch.Size([64]): The value is the same before and after calling `init_weights` of SVTR backbone.patch_embed.net.ConvModule0.bn.bias - torch.Size([64]): The value is the same before and after calling `init_weights` of SVTR backbone.patch_embed.net.ConvModule1.conv.weight - torch.Size([128, 64, 3, 3]): The value is the same before and after calling `init_weights` of SVTR backbone.patch_embed.net.ConvModule1.bn.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.patch_embed.net.ConvModule1.bn.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.norm1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.norm1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mixer.qkv.weight - torch.Size([384, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mixer.qkv.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mixer.proj.weight - torch.Size([128, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mixer.proj.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.norm2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.norm2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mlp.fc1.weight - torch.Size([512, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mlp.fc1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mlp.fc2.weight - torch.Size([128, 512]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.0.mlp.fc2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.norm1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.norm1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mixer.qkv.weight - torch.Size([384, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mixer.qkv.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mixer.proj.weight - torch.Size([128, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mixer.proj.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.norm2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.norm2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mlp.fc1.weight - torch.Size([512, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mlp.fc1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mlp.fc2.weight - torch.Size([128, 512]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.1.mlp.fc2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.norm1.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.norm1.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mixer.qkv.weight - torch.Size([384, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mixer.qkv.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mixer.proj.weight - torch.Size([128, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mixer.proj.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.norm2.weight - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.norm2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mlp.fc1.weight - torch.Size([512, 128]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mlp.fc1.bias - torch.Size([512]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mlp.fc2.weight - torch.Size([128, 512]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks1.2.mlp.fc2.bias - torch.Size([128]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample1.conv.weight - torch.Size([256, 128, 3, 3]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample1.norm.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample1.norm.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.norm1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.norm1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mixer.qkv.weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mixer.qkv.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mixer.proj.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mixer.proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.norm2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.norm2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mlp.fc1.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mlp.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mlp.fc2.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.0.mlp.fc2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.norm1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.norm1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mixer.qkv.weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mixer.qkv.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mixer.proj.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mixer.proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.norm2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.norm2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mlp.fc1.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mlp.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mlp.fc2.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.1.mlp.fc2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.norm1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.norm1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mixer.qkv.weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mixer.qkv.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mixer.proj.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mixer.proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.norm2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.norm2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mlp.fc1.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mlp.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mlp.fc2.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.2.mlp.fc2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.norm1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.norm1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mixer.qkv.weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mixer.qkv.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mixer.proj.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mixer.proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.norm2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.norm2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mlp.fc1.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mlp.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mlp.fc2.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.3.mlp.fc2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.norm1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.norm1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mixer.qkv.weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mixer.qkv.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mixer.proj.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mixer.proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.norm2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.norm2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mlp.fc1.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mlp.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mlp.fc2.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.4.mlp.fc2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.norm1.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.norm1.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mixer.qkv.weight - torch.Size([768, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mixer.qkv.bias - torch.Size([768]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mixer.proj.weight - torch.Size([256, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mixer.proj.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.norm2.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.norm2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mlp.fc1.weight - torch.Size([1024, 256]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mlp.fc1.bias - torch.Size([1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mlp.fc2.weight - torch.Size([256, 1024]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks2.5.mlp.fc2.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample2.conv.weight - torch.Size([384, 256, 3, 3]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample2.conv.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample2.norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.downsample2.norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.0.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.1.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.2.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.3.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.4.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.5.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.6.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.7.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.norm1.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.norm1.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mixer.qkv.weight - torch.Size([1152, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mixer.qkv.bias - torch.Size([1152]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mixer.proj.weight - torch.Size([384, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mixer.proj.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.norm2.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.norm2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mlp.fc1.weight - torch.Size([1536, 384]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mlp.fc1.bias - torch.Size([1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mlp.fc2.weight - torch.Size([384, 1536]): The value is the same before and after calling `init_weights` of SVTR backbone.blocks3.8.mlp.fc2.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.layer_norm.weight - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.layer_norm.bias - torch.Size([384]): The value is the same before and after calling `init_weights` of SVTR backbone.last_conv.weight - torch.Size([256, 384, 1, 1]): The value is the same before and after calling `init_weights` of SVTR decoder.decoder.weight - torch.Size([38, 256]): The value is the same before and after calling `init_weights` of SVTR decoder.decoder.bias - torch.Size([38]): The value is the same before and after calling `init_weights` of SVTR 2022/12/27 17:58:28 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/openaide-tech/gaotong/mmocr_svtr/work_dirs/svtr_base. 2022/12/27 18:22:52 - mmengine - INFO - Epoch(train) [1][ 100/15807] lr: 1.2539e-04 eta: 53 days, 12:56:07 time: 0.4926 data_time: 0.0036 memory: 12276 loss: 3.5461 loss_ctc: 3.5461 2022/12/27 18:23:44 - mmengine - INFO - Epoch(train) [1][ 200/15807] lr: 1.2579e-04 eta: 27 days, 17:22:55 time: 0.5242 data_time: 0.0057 memory: 12269 loss: 3.4438 loss_ctc: 3.4438 2022/12/27 18:24:37 - mmengine - INFO - Epoch(train) [1][ 300/15807] lr: 1.2618e-04 eta: 19 days, 2:46:20 time: 0.5361 data_time: 0.0010 memory: 12269 loss: 3.3305 loss_ctc: 3.3305 2022/12/27 18:25:29 - mmengine - INFO - Epoch(train) [1][ 400/15807] lr: 1.2658e-04 eta: 14 days, 19:25:16 time: 0.5013 data_time: 0.0009 memory: 12269 loss: 3.2102 loss_ctc: 3.2102 2022/12/27 18:26:22 - mmengine - INFO - Epoch(train) [1][ 500/15807] lr: 1.2697e-04 eta: 12 days, 5:32:23 time: 0.5251 data_time: 0.0014 memory: 12269 loss: 3.1134 loss_ctc: 3.1134 2022/12/27 18:27:15 - mmengine - INFO - Epoch(train) [1][ 600/15807] lr: 1.2737e-04 eta: 10 days, 12:15:59 time: 0.5544 data_time: 0.0009 memory: 12269 loss: 3.0743 loss_ctc: 3.0743 2022/12/27 18:28:08 - mmengine - INFO - Epoch(train) [1][ 700/15807] lr: 1.2776e-04 eta: 9 days, 6:45:39 time: 0.5137 data_time: 0.0010 memory: 12269 loss: 3.0209 loss_ctc: 3.0209 2022/12/27 18:29:01 - mmengine - INFO - Epoch(train) [1][ 800/15807] lr: 1.2816e-04 eta: 8 days, 8:44:04 time: 0.5282 data_time: 0.0012 memory: 12269 loss: 2.8796 loss_ctc: 2.8796 2022/12/27 18:29:54 - mmengine - INFO - Epoch(train) [1][ 900/15807] lr: 1.2855e-04 eta: 7 days, 15:29:15 time: 0.5031 data_time: 0.0012 memory: 12269 loss: 2.6540 loss_ctc: 2.6540 2022/12/27 18:30:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 18:30:47 - mmengine - INFO - Epoch(train) [1][ 1000/15807] lr: 1.2895e-04 eta: 7 days, 1:41:53 time: 0.4855 data_time: 0.0010 memory: 12269 loss: 2.4223 loss_ctc: 2.4223 2022/12/27 18:31:39 - mmengine - INFO - Epoch(train) [1][ 1100/15807] lr: 1.2935e-04 eta: 6 days, 14:24:08 time: 0.4893 data_time: 0.0010 memory: 12269 loss: 2.0261 loss_ctc: 2.0261 2022/12/27 18:32:33 - mmengine - INFO - Epoch(train) [1][ 1200/15807] lr: 1.2974e-04 eta: 6 days, 5:03:15 time: 0.5406 data_time: 0.0022 memory: 12269 loss: 1.5808 loss_ctc: 1.5808 2022/12/27 18:33:26 - mmengine - INFO - Epoch(train) [1][ 1300/15807] lr: 1.3014e-04 eta: 5 days, 21:07:40 time: 0.5339 data_time: 0.0009 memory: 12269 loss: 1.3082 loss_ctc: 1.3082 2022/12/27 18:34:19 - mmengine - INFO - Epoch(train) [1][ 1400/15807] lr: 1.3053e-04 eta: 5 days, 14:18:36 time: 0.5426 data_time: 0.0013 memory: 12269 loss: 1.1847 loss_ctc: 1.1847 2022/12/27 18:35:13 - mmengine - INFO - Epoch(train) [1][ 1500/15807] lr: 1.3093e-04 eta: 5 days, 8:28:38 time: 0.5731 data_time: 0.0010 memory: 12269 loss: 1.0313 loss_ctc: 1.0313 2022/12/27 18:36:06 - mmengine - INFO - Epoch(train) [1][ 1600/15807] lr: 1.3132e-04 eta: 5 days, 3:18:55 time: 0.5175 data_time: 0.0014 memory: 12269 loss: 1.0491 loss_ctc: 1.0491 2022/12/27 18:36:59 - mmengine - INFO - Epoch(train) [1][ 1700/15807] lr: 1.3172e-04 eta: 4 days, 22:44:50 time: 0.4947 data_time: 0.0085 memory: 12269 loss: 0.9967 loss_ctc: 0.9967 2022/12/27 18:37:53 - mmengine - INFO - Epoch(train) [1][ 1800/15807] lr: 1.3211e-04 eta: 4 days, 18:42:11 time: 0.5081 data_time: 0.0011 memory: 12269 loss: 0.8057 loss_ctc: 0.8057 2022/12/27 18:38:46 - mmengine - INFO - Epoch(train) [1][ 1900/15807] lr: 1.3251e-04 eta: 4 days, 15:04:25 time: 0.5190 data_time: 0.0010 memory: 12269 loss: 0.8139 loss_ctc: 0.8139 2022/12/27 18:39:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 18:39:39 - mmengine - INFO - Epoch(train) [1][ 2000/15807] lr: 1.3290e-04 eta: 4 days, 11:48:40 time: 0.5473 data_time: 0.0012 memory: 12269 loss: 0.7281 loss_ctc: 0.7281 2022/12/27 18:40:32 - mmengine - INFO - Epoch(train) [1][ 2100/15807] lr: 1.3330e-04 eta: 4 days, 8:51:11 time: 0.5691 data_time: 0.0010 memory: 12269 loss: 0.7651 loss_ctc: 0.7651 2022/12/27 18:41:26 - mmengine - INFO - Epoch(train) [1][ 2200/15807] lr: 1.3369e-04 eta: 4 days, 6:09:57 time: 0.5156 data_time: 0.0009 memory: 12269 loss: 0.6934 loss_ctc: 0.6934 2022/12/27 18:42:19 - mmengine - INFO - Epoch(train) [1][ 2300/15807] lr: 1.3409e-04 eta: 4 days, 3:42:26 time: 0.5375 data_time: 0.0012 memory: 12269 loss: 0.6868 loss_ctc: 0.6868 2022/12/27 18:43:12 - mmengine - INFO - Epoch(train) [1][ 2400/15807] lr: 1.3449e-04 eta: 4 days, 1:28:24 time: 0.5532 data_time: 0.0014 memory: 12269 loss: 0.6793 loss_ctc: 0.6793 2022/12/27 18:44:06 - mmengine - INFO - Epoch(train) [1][ 2500/15807] lr: 1.3488e-04 eta: 3 days, 23:24:43 time: 0.5235 data_time: 0.0009 memory: 12269 loss: 0.5977 loss_ctc: 0.5977 2022/12/27 18:44:59 - mmengine - INFO - Epoch(train) [1][ 2600/15807] lr: 1.3528e-04 eta: 3 days, 21:28:19 time: 0.5346 data_time: 0.0034 memory: 12269 loss: 0.6597 loss_ctc: 0.6597 2022/12/27 18:45:52 - mmengine - INFO - Epoch(train) [1][ 2700/15807] lr: 1.3567e-04 eta: 3 days, 19:42:09 time: 0.5027 data_time: 0.0046 memory: 12269 loss: 0.5684 loss_ctc: 0.5684 2022/12/27 18:46:45 - mmengine - INFO - Epoch(train) [1][ 2800/15807] lr: 1.3607e-04 eta: 3 days, 18:02:59 time: 0.5128 data_time: 0.0011 memory: 12269 loss: 0.5589 loss_ctc: 0.5589 2022/12/27 18:47:39 - mmengine - INFO - Epoch(train) [1][ 2900/15807] lr: 1.3646e-04 eta: 3 days, 16:32:21 time: 0.5630 data_time: 0.0009 memory: 12269 loss: 0.5851 loss_ctc: 0.5851 2022/12/27 18:48:32 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 18:48:32 - mmengine - INFO - Epoch(train) [1][ 3000/15807] lr: 1.3686e-04 eta: 3 days, 15:05:40 time: 0.5521 data_time: 0.0010 memory: 12269 loss: 0.5617 loss_ctc: 0.5617 2022/12/27 18:49:24 - mmengine - INFO - Epoch(train) [1][ 3100/15807] lr: 1.3725e-04 eta: 3 days, 13:43:44 time: 0.5239 data_time: 0.0011 memory: 12269 loss: 0.5683 loss_ctc: 0.5683 2022/12/27 18:50:18 - mmengine - INFO - Epoch(train) [1][ 3200/15807] lr: 1.3765e-04 eta: 3 days, 12:28:57 time: 0.5428 data_time: 0.0020 memory: 12269 loss: 0.5355 loss_ctc: 0.5355 2022/12/27 18:51:11 - mmengine - INFO - Epoch(train) [1][ 3300/15807] lr: 1.3804e-04 eta: 3 days, 11:17:05 time: 0.5335 data_time: 0.0011 memory: 12269 loss: 0.4997 loss_ctc: 0.4997 2022/12/27 18:52:04 - mmengine - INFO - Epoch(train) [1][ 3400/15807] lr: 1.3844e-04 eta: 3 days, 10:10:27 time: 0.5113 data_time: 0.0009 memory: 12269 loss: 0.5228 loss_ctc: 0.5228 2022/12/27 18:52:57 - mmengine - INFO - Epoch(train) [1][ 3500/15807] lr: 1.3884e-04 eta: 3 days, 9:07:03 time: 0.5270 data_time: 0.0010 memory: 12269 loss: 0.4847 loss_ctc: 0.4847 2022/12/27 18:53:50 - mmengine - INFO - Epoch(train) [1][ 3600/15807] lr: 1.3923e-04 eta: 3 days, 8:07:01 time: 0.4994 data_time: 0.0010 memory: 12269 loss: 0.4890 loss_ctc: 0.4890 2022/12/27 18:54:43 - mmengine - INFO - Epoch(train) [1][ 3700/15807] lr: 1.3963e-04 eta: 3 days, 7:10:12 time: 0.4867 data_time: 0.0069 memory: 12269 loss: 0.5268 loss_ctc: 0.5268 2022/12/27 18:55:37 - mmengine - INFO - Epoch(train) [1][ 3800/15807] lr: 1.4002e-04 eta: 3 days, 6:16:44 time: 0.5532 data_time: 0.0009 memory: 12269 loss: 0.5247 loss_ctc: 0.5247 2022/12/27 18:56:30 - mmengine - INFO - Epoch(train) [1][ 3900/15807] lr: 1.4042e-04 eta: 3 days, 5:25:43 time: 0.5100 data_time: 0.0009 memory: 12269 loss: 0.4473 loss_ctc: 0.4473 2022/12/27 18:57:23 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 18:57:23 - mmengine - INFO - Epoch(train) [1][ 4000/15807] lr: 1.4081e-04 eta: 3 days, 4:37:42 time: 0.6026 data_time: 0.0010 memory: 12269 loss: 0.4515 loss_ctc: 0.4515 2022/12/27 18:58:16 - mmengine - INFO - Epoch(train) [1][ 4100/15807] lr: 1.4121e-04 eta: 3 days, 3:50:24 time: 0.5028 data_time: 0.0010 memory: 12269 loss: 0.4458 loss_ctc: 0.4458 2022/12/27 18:59:08 - mmengine - INFO - Epoch(train) [1][ 4200/15807] lr: 1.4160e-04 eta: 3 days, 3:06:04 time: 0.5396 data_time: 0.0021 memory: 12269 loss: 0.4607 loss_ctc: 0.4607 2022/12/27 19:00:02 - mmengine - INFO - Epoch(train) [1][ 4300/15807] lr: 1.4200e-04 eta: 3 days, 2:24:47 time: 0.5047 data_time: 0.0010 memory: 12269 loss: 0.4654 loss_ctc: 0.4654 2022/12/27 19:00:56 - mmengine - INFO - Epoch(train) [1][ 4400/15807] lr: 1.4239e-04 eta: 3 days, 1:45:30 time: 0.5408 data_time: 0.0011 memory: 12269 loss: 0.4439 loss_ctc: 0.4439 2022/12/27 19:01:49 - mmengine - INFO - Epoch(train) [1][ 4500/15807] lr: 1.4279e-04 eta: 3 days, 1:07:29 time: 0.5271 data_time: 0.0079 memory: 12269 loss: 0.4461 loss_ctc: 0.4461 2022/12/27 19:02:42 - mmengine - INFO - Epoch(train) [1][ 4600/15807] lr: 1.4318e-04 eta: 3 days, 0:30:08 time: 0.5386 data_time: 0.0011 memory: 12269 loss: 0.4350 loss_ctc: 0.4350 2022/12/27 19:03:35 - mmengine - INFO - Epoch(train) [1][ 4700/15807] lr: 1.4358e-04 eta: 2 days, 23:54:15 time: 0.5022 data_time: 0.0012 memory: 12269 loss: 0.4632 loss_ctc: 0.4632 2022/12/27 19:04:28 - mmengine - INFO - Epoch(train) [1][ 4800/15807] lr: 1.4398e-04 eta: 2 days, 23:20:49 time: 0.5473 data_time: 0.0010 memory: 12269 loss: 0.4785 loss_ctc: 0.4785 2022/12/27 19:05:21 - mmengine - INFO - Epoch(train) [1][ 4900/15807] lr: 1.4437e-04 eta: 2 days, 22:48:03 time: 0.5365 data_time: 0.0009 memory: 12269 loss: 0.3825 loss_ctc: 0.3825 2022/12/27 19:06:14 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 19:06:14 - mmengine - INFO - Epoch(train) [1][ 5000/15807] lr: 1.4477e-04 eta: 2 days, 22:17:04 time: 0.5331 data_time: 0.0012 memory: 12269 loss: 0.3929 loss_ctc: 0.3929 2022/12/27 19:07:08 - mmengine - INFO - Epoch(train) [1][ 5100/15807] lr: 1.4516e-04 eta: 2 days, 21:47:11 time: 0.5340 data_time: 0.0010 memory: 12269 loss: 0.4170 loss_ctc: 0.4170 2022/12/27 19:08:01 - mmengine - INFO - Epoch(train) [1][ 5200/15807] lr: 1.4556e-04 eta: 2 days, 21:18:29 time: 0.5439 data_time: 0.0010 memory: 12269 loss: 0.4178 loss_ctc: 0.4178 2022/12/27 19:08:55 - mmengine - INFO - Epoch(train) [1][ 5300/15807] lr: 1.4595e-04 eta: 2 days, 20:51:28 time: 0.5314 data_time: 0.0009 memory: 12269 loss: 0.3661 loss_ctc: 0.3661 2022/12/27 19:09:48 - mmengine - INFO - Epoch(train) [1][ 5400/15807] lr: 1.4635e-04 eta: 2 days, 20:24:13 time: 0.5146 data_time: 0.0010 memory: 12269 loss: 0.3813 loss_ctc: 0.3813 2022/12/27 19:10:42 - mmengine - INFO - Epoch(train) [1][ 5500/15807] lr: 1.4674e-04 eta: 2 days, 19:59:05 time: 0.5363 data_time: 0.0011 memory: 12269 loss: 0.3536 loss_ctc: 0.3536 2022/12/27 19:11:34 - mmengine - INFO - Epoch(train) [1][ 5600/15807] lr: 1.4714e-04 eta: 2 days, 19:33:51 time: 0.5104 data_time: 0.0012 memory: 12269 loss: 0.4033 loss_ctc: 0.4033 2022/12/27 19:12:28 - mmengine - INFO - Epoch(train) [1][ 5700/15807] lr: 1.4753e-04 eta: 2 days, 19:10:04 time: 0.5217 data_time: 0.0010 memory: 12269 loss: 0.3878 loss_ctc: 0.3878 2022/12/27 19:13:22 - mmengine - INFO - Epoch(train) [1][ 5800/15807] lr: 1.4793e-04 eta: 2 days, 18:47:02 time: 0.5462 data_time: 0.0011 memory: 12269 loss: 0.3490 loss_ctc: 0.3490 2022/12/27 19:14:15 - mmengine - INFO - Epoch(train) [1][ 5900/15807] lr: 1.4833e-04 eta: 2 days, 18:24:49 time: 0.5184 data_time: 0.0009 memory: 12269 loss: 0.4023 loss_ctc: 0.4023 2022/12/27 19:15:08 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 19:15:08 - mmengine - INFO - Epoch(train) [1][ 6000/15807] lr: 1.4872e-04 eta: 2 days, 18:02:20 time: 0.5015 data_time: 0.0009 memory: 12269 loss: 0.3839 loss_ctc: 0.3839 2022/12/27 19:16:01 - mmengine - INFO - Epoch(train) [1][ 6100/15807] lr: 1.4912e-04 eta: 2 days, 17:41:10 time: 0.5206 data_time: 0.0011 memory: 12269 loss: 0.3540 loss_ctc: 0.3540 2022/12/27 19:16:55 - mmengine - INFO - Epoch(train) [1][ 6200/15807] lr: 1.4951e-04 eta: 2 days, 17:21:38 time: 0.5578 data_time: 0.0009 memory: 12269 loss: 0.3412 loss_ctc: 0.3412 2022/12/27 19:17:48 - mmengine - INFO - Epoch(train) [1][ 6300/15807] lr: 1.4991e-04 eta: 2 days, 17:01:33 time: 0.5176 data_time: 0.0009 memory: 12269 loss: 0.3673 loss_ctc: 0.3673 2022/12/27 19:18:42 - mmengine - INFO - Epoch(train) [1][ 6400/15807] lr: 1.5030e-04 eta: 2 days, 16:42:30 time: 0.5542 data_time: 0.0010 memory: 12269 loss: 0.3425 loss_ctc: 0.3425 2022/12/27 19:19:35 - mmengine - INFO - Epoch(train) [1][ 6500/15807] lr: 1.5070e-04 eta: 2 days, 16:24:04 time: 0.5427 data_time: 0.0011 memory: 12269 loss: 0.3449 loss_ctc: 0.3449 2022/12/27 19:20:28 - mmengine - INFO - Epoch(train) [1][ 6600/15807] lr: 1.5109e-04 eta: 2 days, 16:05:48 time: 0.4980 data_time: 0.0021 memory: 12269 loss: 0.3656 loss_ctc: 0.3656 2022/12/27 19:21:21 - mmengine - INFO - Epoch(train) [1][ 6700/15807] lr: 1.5149e-04 eta: 2 days, 15:48:05 time: 0.5363 data_time: 0.0010 memory: 12269 loss: 0.3511 loss_ctc: 0.3511 2022/12/27 19:22:16 - mmengine - INFO - Epoch(train) [1][ 6800/15807] lr: 1.5188e-04 eta: 2 days, 15:31:35 time: 0.5676 data_time: 0.0017 memory: 12269 loss: 0.3513 loss_ctc: 0.3513 2022/12/27 19:23:09 - mmengine - INFO - Epoch(train) [1][ 6900/15807] lr: 1.5228e-04 eta: 2 days, 15:14:49 time: 0.5288 data_time: 0.0009 memory: 12269 loss: 0.3561 loss_ctc: 0.3561 2022/12/27 19:24:02 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 19:24:02 - mmengine - INFO - Epoch(train) [1][ 7000/15807] lr: 1.5267e-04 eta: 2 days, 14:58:39 time: 0.5232 data_time: 0.0009 memory: 12269 loss: 0.3104 loss_ctc: 0.3104 2022/12/27 19:24:55 - mmengine - INFO - Epoch(train) [1][ 7100/15807] lr: 1.5307e-04 eta: 2 days, 14:42:36 time: 0.5190 data_time: 0.0017 memory: 12269 loss: 0.3139 loss_ctc: 0.3139 2022/12/27 19:25:49 - mmengine - INFO - Epoch(train) [1][ 7200/15807] lr: 1.5347e-04 eta: 2 days, 14:27:33 time: 0.5651 data_time: 0.0009 memory: 12269 loss: 0.3380 loss_ctc: 0.3380 2022/12/27 19:26:42 - mmengine - INFO - Epoch(train) [1][ 7300/15807] lr: 1.5386e-04 eta: 2 days, 14:12:47 time: 0.5733 data_time: 0.0010 memory: 12269 loss: 0.3522 loss_ctc: 0.3522 2022/12/27 19:27:36 - mmengine - INFO - Epoch(train) [1][ 7400/15807] lr: 1.5426e-04 eta: 2 days, 13:58:21 time: 0.5571 data_time: 0.0011 memory: 12269 loss: 0.3165 loss_ctc: 0.3165 2022/12/27 19:28:28 - mmengine - INFO - Epoch(train) [1][ 7500/15807] lr: 1.5465e-04 eta: 2 days, 13:43:37 time: 0.5058 data_time: 0.0025 memory: 12269 loss: 0.3031 loss_ctc: 0.3031 2022/12/27 19:29:21 - mmengine - INFO - Epoch(train) [1][ 7600/15807] lr: 1.5505e-04 eta: 2 days, 13:29:12 time: 0.5196 data_time: 0.0010 memory: 12269 loss: 0.2930 loss_ctc: 0.2930 2022/12/27 19:30:14 - mmengine - INFO - Epoch(train) [1][ 7700/15807] lr: 1.5544e-04 eta: 2 days, 13:15:36 time: 0.5232 data_time: 0.0010 memory: 12269 loss: 0.3316 loss_ctc: 0.3316 2022/12/27 19:31:07 - mmengine - INFO - Epoch(train) [1][ 7800/15807] lr: 1.5584e-04 eta: 2 days, 13:02:05 time: 0.5067 data_time: 0.0013 memory: 12269 loss: 0.3395 loss_ctc: 0.3395 2022/12/27 19:32:00 - mmengine - INFO - Epoch(train) [1][ 7900/15807] lr: 1.5623e-04 eta: 2 days, 12:49:30 time: 0.5488 data_time: 0.0010 memory: 12269 loss: 0.2942 loss_ctc: 0.2942 2022/12/27 19:32:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 19:32:53 - mmengine - INFO - Epoch(train) [1][ 8000/15807] lr: 1.5663e-04 eta: 2 days, 12:36:35 time: 0.5200 data_time: 0.0011 memory: 12269 loss: 0.3247 loss_ctc: 0.3247 2022/12/27 19:33:46 - mmengine - INFO - Epoch(train) [1][ 8100/15807] lr: 1.5702e-04 eta: 2 days, 12:24:06 time: 0.5578 data_time: 0.0022 memory: 12269 loss: 0.2749 loss_ctc: 0.2749 2022/12/27 19:34:39 - mmengine - INFO - Epoch(train) [1][ 8200/15807] lr: 1.5742e-04 eta: 2 days, 12:12:03 time: 0.4904 data_time: 0.0010 memory: 12269 loss: 0.3095 loss_ctc: 0.3095 2022/12/27 19:35:33 - mmengine - INFO - Epoch(train) [1][ 8300/15807] lr: 1.5781e-04 eta: 2 days, 12:00:28 time: 0.5084 data_time: 0.0010 memory: 12269 loss: 0.3681 loss_ctc: 0.3681 2022/12/27 19:36:26 - mmengine - INFO - Epoch(train) [1][ 8400/15807] lr: 1.5821e-04 eta: 2 days, 11:48:38 time: 0.5270 data_time: 0.0030 memory: 12269 loss: 0.3443 loss_ctc: 0.3443 2022/12/27 19:37:18 - mmengine - INFO - Epoch(train) [1][ 8500/15807] lr: 1.5861e-04 eta: 2 days, 11:36:52 time: 0.5169 data_time: 0.0012 memory: 12269 loss: 0.3290 loss_ctc: 0.3290 2022/12/27 19:38:11 - mmengine - INFO - Epoch(train) [1][ 8600/15807] lr: 1.5900e-04 eta: 2 days, 11:25:46 time: 0.5204 data_time: 0.0010 memory: 12269 loss: 0.2728 loss_ctc: 0.2728 2022/12/27 19:39:04 - mmengine - INFO - Epoch(train) [1][ 8700/15807] lr: 1.5940e-04 eta: 2 days, 11:14:56 time: 0.5175 data_time: 0.0011 memory: 12269 loss: 0.2979 loss_ctc: 0.2979 2022/12/27 19:39:57 - mmengine - INFO - Epoch(train) [1][ 8800/15807] lr: 1.5979e-04 eta: 2 days, 11:04:04 time: 0.4969 data_time: 0.0036 memory: 12269 loss: 0.3022 loss_ctc: 0.3022 2022/12/27 19:40:50 - mmengine - INFO - Epoch(train) [1][ 8900/15807] lr: 1.6019e-04 eta: 2 days, 10:53:51 time: 0.5397 data_time: 0.0016 memory: 12269 loss: 0.3096 loss_ctc: 0.3096 2022/12/27 19:41:43 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 19:41:43 - mmengine - INFO - Epoch(train) [1][ 9000/15807] lr: 1.6058e-04 eta: 2 days, 10:43:07 time: 0.4802 data_time: 0.0011 memory: 12269 loss: 0.2658 loss_ctc: 0.2658 2022/12/27 19:42:36 - mmengine - INFO - Epoch(train) [1][ 9100/15807] lr: 1.6098e-04 eta: 2 days, 10:33:29 time: 0.4894 data_time: 0.0048 memory: 12269 loss: 0.2969 loss_ctc: 0.2969 2022/12/27 19:43:30 - mmengine - INFO - Epoch(train) [1][ 9200/15807] lr: 1.6137e-04 eta: 2 days, 10:23:51 time: 0.5451 data_time: 0.0011 memory: 12269 loss: 0.2892 loss_ctc: 0.2892 2022/12/27 19:44:22 - mmengine - INFO - Epoch(train) [1][ 9300/15807] lr: 1.6177e-04 eta: 2 days, 10:14:02 time: 0.5107 data_time: 0.0010 memory: 12269 loss: 0.2693 loss_ctc: 0.2693 2022/12/27 19:45:16 - mmengine - INFO - Epoch(train) [1][ 9400/15807] lr: 1.6216e-04 eta: 2 days, 10:04:52 time: 0.5129 data_time: 0.0011 memory: 12269 loss: 0.2889 loss_ctc: 0.2889 2022/12/27 19:46:08 - mmengine - INFO - Epoch(train) [1][ 9500/15807] lr: 1.6256e-04 eta: 2 days, 9:55:15 time: 0.5056 data_time: 0.0010 memory: 12269 loss: 0.2719 loss_ctc: 0.2719 2022/12/27 19:47:02 - mmengine - INFO - Epoch(train) [1][ 9600/15807] lr: 1.6296e-04 eta: 2 days, 9:46:22 time: 0.5072 data_time: 0.0035 memory: 12269 loss: 0.2896 loss_ctc: 0.2896 2022/12/27 19:47:54 - mmengine - INFO - Epoch(train) [1][ 9700/15807] lr: 1.6335e-04 eta: 2 days, 9:37:14 time: 0.5183 data_time: 0.0010 memory: 12269 loss: 0.3060 loss_ctc: 0.3060 2022/12/27 19:48:48 - mmengine - INFO - Epoch(train) [1][ 9800/15807] lr: 1.6375e-04 eta: 2 days, 9:28:41 time: 0.5547 data_time: 0.0011 memory: 12269 loss: 0.2827 loss_ctc: 0.2827 2022/12/27 19:49:41 - mmengine - INFO - Epoch(train) [1][ 9900/15807] lr: 1.6414e-04 eta: 2 days, 9:20:08 time: 0.5105 data_time: 0.0010 memory: 12269 loss: 0.2706 loss_ctc: 0.2706 2022/12/27 19:50:34 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 19:50:34 - mmengine - INFO - Epoch(train) [1][10000/15807] lr: 1.6454e-04 eta: 2 days, 9:11:23 time: 0.5744 data_time: 0.0019 memory: 12269 loss: 0.2837 loss_ctc: 0.2837 2022/12/27 19:51:26 - mmengine - INFO - Epoch(train) [1][10100/15807] lr: 1.6493e-04 eta: 2 days, 9:02:52 time: 0.4891 data_time: 0.0057 memory: 12269 loss: 0.2540 loss_ctc: 0.2540 2022/12/27 19:52:19 - mmengine - INFO - Epoch(train) [1][10200/15807] lr: 1.6533e-04 eta: 2 days, 8:54:47 time: 0.5522 data_time: 0.0014 memory: 12269 loss: 0.2879 loss_ctc: 0.2879 2022/12/27 19:53:12 - mmengine - INFO - Epoch(train) [1][10300/15807] lr: 1.6572e-04 eta: 2 days, 8:46:42 time: 0.5149 data_time: 0.0010 memory: 12269 loss: 0.3197 loss_ctc: 0.3197 2022/12/27 19:54:05 - mmengine - INFO - Epoch(train) [1][10400/15807] lr: 1.6612e-04 eta: 2 days, 8:38:54 time: 0.5124 data_time: 0.0009 memory: 12269 loss: 0.3131 loss_ctc: 0.3131 2022/12/27 19:54:59 - mmengine - INFO - Epoch(train) [1][10500/15807] lr: 1.6651e-04 eta: 2 days, 8:31:26 time: 0.5278 data_time: 0.0013 memory: 12269 loss: 0.2786 loss_ctc: 0.2786 2022/12/27 19:55:52 - mmengine - INFO - Epoch(train) [1][10600/15807] lr: 1.6691e-04 eta: 2 days, 8:24:02 time: 0.5240 data_time: 0.0010 memory: 12269 loss: 0.2786 loss_ctc: 0.2786 2022/12/27 19:56:45 - mmengine - INFO - Epoch(train) [1][10700/15807] lr: 1.6730e-04 eta: 2 days, 8:16:31 time: 0.5345 data_time: 0.0030 memory: 12269 loss: 0.2950 loss_ctc: 0.2950 2022/12/27 19:57:39 - mmengine - INFO - Epoch(train) [1][10800/15807] lr: 1.6770e-04 eta: 2 days, 8:09:21 time: 0.5480 data_time: 0.0018 memory: 12269 loss: 0.2758 loss_ctc: 0.2758 2022/12/27 19:58:32 - mmengine - INFO - Epoch(train) [1][10900/15807] lr: 1.6810e-04 eta: 2 days, 8:02:13 time: 0.5478 data_time: 0.0011 memory: 12269 loss: 0.2972 loss_ctc: 0.2972 2022/12/27 19:59:25 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 19:59:25 - mmengine - INFO - Epoch(train) [1][11000/15807] lr: 1.6849e-04 eta: 2 days, 7:55:10 time: 0.5220 data_time: 0.0011 memory: 12269 loss: 0.3008 loss_ctc: 0.3008 2022/12/27 20:00:19 - mmengine - INFO - Epoch(train) [1][11100/15807] lr: 1.6889e-04 eta: 2 days, 7:48:16 time: 0.5123 data_time: 0.0010 memory: 12269 loss: 0.2595 loss_ctc: 0.2595 2022/12/27 20:01:12 - mmengine - INFO - Epoch(train) [1][11200/15807] lr: 1.6928e-04 eta: 2 days, 7:41:37 time: 0.5499 data_time: 0.0011 memory: 12269 loss: 0.2796 loss_ctc: 0.2796 2022/12/27 20:02:06 - mmengine - INFO - Epoch(train) [1][11300/15807] lr: 1.6968e-04 eta: 2 days, 7:35:03 time: 0.5149 data_time: 0.0011 memory: 12269 loss: 0.2665 loss_ctc: 0.2665 2022/12/27 20:02:59 - mmengine - INFO - Epoch(train) [1][11400/15807] lr: 1.7007e-04 eta: 2 days, 7:28:20 time: 0.4932 data_time: 0.0011 memory: 12269 loss: 0.2969 loss_ctc: 0.2969 2022/12/27 20:03:53 - mmengine - INFO - Epoch(train) [1][11500/15807] lr: 1.7047e-04 eta: 2 days, 7:21:59 time: 0.5466 data_time: 0.0047 memory: 12269 loss: 0.2697 loss_ctc: 0.2697 2022/12/27 20:04:45 - mmengine - INFO - Epoch(train) [1][11600/15807] lr: 1.7086e-04 eta: 2 days, 7:15:20 time: 0.5376 data_time: 0.0024 memory: 12269 loss: 0.2787 loss_ctc: 0.2787 2022/12/27 20:05:39 - mmengine - INFO - Epoch(train) [1][11700/15807] lr: 1.7126e-04 eta: 2 days, 7:09:00 time: 0.5110 data_time: 0.0010 memory: 12269 loss: 0.2326 loss_ctc: 0.2326 2022/12/27 20:06:33 - mmengine - INFO - Epoch(train) [1][11800/15807] lr: 1.7165e-04 eta: 2 days, 7:03:24 time: 0.5161 data_time: 0.0011 memory: 12269 loss: 0.2589 loss_ctc: 0.2589 2022/12/27 20:07:27 - mmengine - INFO - Epoch(train) [1][11900/15807] lr: 1.7205e-04 eta: 2 days, 6:57:16 time: 0.5495 data_time: 0.0015 memory: 12269 loss: 0.2807 loss_ctc: 0.2807 2022/12/27 20:08:20 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 20:08:20 - mmengine - INFO - Epoch(train) [1][12000/15807] lr: 1.7244e-04 eta: 2 days, 6:51:22 time: 0.5897 data_time: 0.0014 memory: 12269 loss: 0.2215 loss_ctc: 0.2215 2022/12/27 20:09:14 - mmengine - INFO - Epoch(train) [1][12100/15807] lr: 1.7284e-04 eta: 2 days, 6:45:44 time: 0.5475 data_time: 0.0014 memory: 12269 loss: 0.2633 loss_ctc: 0.2633 2022/12/27 20:10:07 - mmengine - INFO - Epoch(train) [1][12200/15807] lr: 1.7324e-04 eta: 2 days, 6:39:41 time: 0.5094 data_time: 0.0010 memory: 12269 loss: 0.2449 loss_ctc: 0.2449 2022/12/27 20:11:01 - mmengine - INFO - Epoch(train) [1][12300/15807] lr: 1.7363e-04 eta: 2 days, 6:34:02 time: 0.5656 data_time: 0.0012 memory: 12269 loss: 0.2463 loss_ctc: 0.2463 2022/12/27 20:11:54 - mmengine - INFO - Epoch(train) [1][12400/15807] lr: 1.7403e-04 eta: 2 days, 6:28:06 time: 0.4977 data_time: 0.0017 memory: 12269 loss: 0.2461 loss_ctc: 0.2461 2022/12/27 20:12:47 - mmengine - INFO - Epoch(train) [1][12500/15807] lr: 1.7442e-04 eta: 2 days, 6:22:24 time: 0.5330 data_time: 0.0012 memory: 12269 loss: 0.2728 loss_ctc: 0.2728 2022/12/27 20:13:41 - mmengine - INFO - Epoch(train) [1][12600/15807] lr: 1.7482e-04 eta: 2 days, 6:17:08 time: 0.5282 data_time: 0.0026 memory: 12269 loss: 0.2497 loss_ctc: 0.2497 2022/12/27 20:14:33 - mmengine - INFO - Epoch(train) [1][12700/15807] lr: 1.7521e-04 eta: 2 days, 6:11:16 time: 0.5066 data_time: 0.0010 memory: 12269 loss: 0.2781 loss_ctc: 0.2781 2022/12/27 20:15:26 - mmengine - INFO - Epoch(train) [1][12800/15807] lr: 1.7561e-04 eta: 2 days, 6:05:42 time: 0.5150 data_time: 0.0010 memory: 12269 loss: 0.2706 loss_ctc: 0.2706 2022/12/27 20:16:19 - mmengine - INFO - Epoch(train) [1][12900/15807] lr: 1.7600e-04 eta: 2 days, 6:00:17 time: 0.5262 data_time: 0.0043 memory: 12269 loss: 0.2510 loss_ctc: 0.2510 2022/12/27 20:17:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 20:17:13 - mmengine - INFO - Epoch(train) [1][13000/15807] lr: 1.7640e-04 eta: 2 days, 5:55:10 time: 0.5456 data_time: 0.0011 memory: 12269 loss: 0.2259 loss_ctc: 0.2259 2022/12/27 20:18:06 - mmengine - INFO - Epoch(train) [1][13100/15807] lr: 1.7679e-04 eta: 2 days, 5:50:03 time: 0.5616 data_time: 0.0011 memory: 12269 loss: 0.2418 loss_ctc: 0.2418 2022/12/27 20:19:00 - mmengine - INFO - Epoch(train) [1][13200/15807] lr: 1.7719e-04 eta: 2 days, 5:45:01 time: 0.5021 data_time: 0.0019 memory: 12269 loss: 0.2875 loss_ctc: 0.2875 2022/12/27 20:19:53 - mmengine - INFO - Epoch(train) [1][13300/15807] lr: 1.7759e-04 eta: 2 days, 5:39:57 time: 0.5268 data_time: 0.0012 memory: 12269 loss: 0.2540 loss_ctc: 0.2540 2022/12/27 20:20:46 - mmengine - INFO - Epoch(train) [1][13400/15807] lr: 1.7798e-04 eta: 2 days, 5:34:47 time: 0.5603 data_time: 0.0030 memory: 12269 loss: 0.2863 loss_ctc: 0.2863 2022/12/27 20:21:39 - mmengine - INFO - Epoch(train) [1][13500/15807] lr: 1.7838e-04 eta: 2 days, 5:29:41 time: 0.5341 data_time: 0.0012 memory: 12269 loss: 0.2160 loss_ctc: 0.2160 2022/12/27 20:22:33 - mmengine - INFO - Epoch(train) [1][13600/15807] lr: 1.7877e-04 eta: 2 days, 5:24:55 time: 0.5522 data_time: 0.0012 memory: 12269 loss: 0.2853 loss_ctc: 0.2853 2022/12/27 20:23:26 - mmengine - INFO - Epoch(train) [1][13700/15807] lr: 1.7917e-04 eta: 2 days, 5:20:09 time: 0.5051 data_time: 0.0011 memory: 12269 loss: 0.2949 loss_ctc: 0.2949 2022/12/27 20:24:19 - mmengine - INFO - Epoch(train) [1][13800/15807] lr: 1.7956e-04 eta: 2 days, 5:15:20 time: 0.5161 data_time: 0.0012 memory: 12269 loss: 0.2836 loss_ctc: 0.2836 2022/12/27 20:25:12 - mmengine - INFO - Epoch(train) [1][13900/15807] lr: 1.7996e-04 eta: 2 days, 5:10:23 time: 0.4897 data_time: 0.0015 memory: 12269 loss: 0.2259 loss_ctc: 0.2259 2022/12/27 20:26:05 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 20:26:05 - mmengine - INFO - Epoch(train) [1][14000/15807] lr: 1.8035e-04 eta: 2 days, 5:05:42 time: 0.5041 data_time: 0.0011 memory: 12269 loss: 0.2679 loss_ctc: 0.2679 2022/12/27 20:26:59 - mmengine - INFO - Epoch(train) [1][14100/15807] lr: 1.8075e-04 eta: 2 days, 5:01:08 time: 0.5618 data_time: 0.0024 memory: 12269 loss: 0.3020 loss_ctc: 0.3020 2022/12/27 20:27:51 - mmengine - INFO - Epoch(train) [1][14200/15807] lr: 1.8114e-04 eta: 2 days, 4:56:20 time: 0.5282 data_time: 0.0010 memory: 12269 loss: 0.2976 loss_ctc: 0.2976 2022/12/27 20:28:45 - mmengine - INFO - Epoch(train) [1][14300/15807] lr: 1.8154e-04 eta: 2 days, 4:51:47 time: 0.5479 data_time: 0.0038 memory: 12269 loss: 0.2528 loss_ctc: 0.2528 2022/12/27 20:29:39 - mmengine - INFO - Epoch(train) [1][14400/15807] lr: 1.8193e-04 eta: 2 days, 4:47:44 time: 0.5447 data_time: 0.0011 memory: 12269 loss: 0.2457 loss_ctc: 0.2457 2022/12/27 20:30:32 - mmengine - INFO - Epoch(train) [1][14500/15807] lr: 1.8233e-04 eta: 2 days, 4:43:20 time: 0.5358 data_time: 0.0011 memory: 12269 loss: 0.2336 loss_ctc: 0.2336 2022/12/27 20:31:26 - mmengine - INFO - Epoch(train) [1][14600/15807] lr: 1.8273e-04 eta: 2 days, 4:39:04 time: 0.4885 data_time: 0.0019 memory: 12269 loss: 0.3000 loss_ctc: 0.3000 2022/12/27 20:32:20 - mmengine - INFO - Epoch(train) [1][14700/15807] lr: 1.8312e-04 eta: 2 days, 4:34:51 time: 0.5377 data_time: 0.0019 memory: 12269 loss: 0.2798 loss_ctc: 0.2798 2022/12/27 20:33:13 - mmengine - INFO - Epoch(train) [1][14800/15807] lr: 1.8352e-04 eta: 2 days, 4:30:48 time: 0.5769 data_time: 0.0011 memory: 12269 loss: 0.2399 loss_ctc: 0.2399 2022/12/27 20:34:07 - mmengine - INFO - Epoch(train) [1][14900/15807] lr: 1.8391e-04 eta: 2 days, 4:26:31 time: 0.5490 data_time: 0.0013 memory: 12269 loss: 0.2788 loss_ctc: 0.2788 2022/12/27 20:35:00 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 20:35:00 - mmengine - INFO - Epoch(train) [1][15000/15807] lr: 1.8431e-04 eta: 2 days, 4:22:29 time: 0.5605 data_time: 0.0011 memory: 12269 loss: 0.2416 loss_ctc: 0.2416 2022/12/27 20:35:53 - mmengine - INFO - Epoch(train) [1][15100/15807] lr: 1.8470e-04 eta: 2 days, 4:18:12 time: 0.5008 data_time: 0.0011 memory: 12269 loss: 0.2993 loss_ctc: 0.2993 2022/12/27 20:36:47 - mmengine - INFO - Epoch(train) [1][15200/15807] lr: 1.8510e-04 eta: 2 days, 4:14:08 time: 0.5289 data_time: 0.0013 memory: 12269 loss: 0.2460 loss_ctc: 0.2460 2022/12/27 20:37:40 - mmengine - INFO - Epoch(train) [1][15300/15807] lr: 1.8549e-04 eta: 2 days, 4:10:15 time: 0.5398 data_time: 0.0011 memory: 12269 loss: 0.2584 loss_ctc: 0.2584 2022/12/27 20:38:34 - mmengine - INFO - Epoch(train) [1][15400/15807] lr: 1.8589e-04 eta: 2 days, 4:06:11 time: 0.5707 data_time: 0.0011 memory: 12269 loss: 0.2323 loss_ctc: 0.2323 2022/12/27 20:39:27 - mmengine - INFO - Epoch(train) [1][15500/15807] lr: 1.8628e-04 eta: 2 days, 4:02:12 time: 0.5182 data_time: 0.0010 memory: 12269 loss: 0.2705 loss_ctc: 0.2705 2022/12/27 20:40:21 - mmengine - INFO - Epoch(train) [1][15600/15807] lr: 1.8668e-04 eta: 2 days, 3:58:29 time: 0.5544 data_time: 0.0010 memory: 12269 loss: 0.2292 loss_ctc: 0.2292 2022/12/27 20:41:13 - mmengine - INFO - Epoch(train) [1][15700/15807] lr: 1.8707e-04 eta: 2 days, 3:54:23 time: 0.5192 data_time: 0.0010 memory: 12269 loss: 0.3108 loss_ctc: 0.3108 2022/12/27 20:42:04 - mmengine - INFO - Epoch(train) [1][15800/15807] lr: 1.8747e-04 eta: 2 days, 3:49:45 time: 0.4568 data_time: 0.0007 memory: 12269 loss: 0.2294 loss_ctc: 0.2294 2022/12/27 20:42:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 20:42:09 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/12/27 20:42:18 - mmengine - INFO - Epoch(val) [1][8/8] CUTE80/recog/word_acc: 0.1528 CUTE80/recog/word_acc_ignore_case: 0.8021 CUTE80/recog/word_acc_ignore_case_symbol: 0.8021 IIIT5K/recog/word_acc: 0.0583 IIIT5K/recog/word_acc_ignore_case: 0.8003 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8003 SVT/recog/word_acc: 0.8439 SVT/recog/word_acc_ignore_case: 0.8439 SVT/recog/word_acc_ignore_case_symbol: 0.8439 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.7395 SVTP/recog/word_acc_ignore_case_symbol: 0.7395 IC13/recog/word_acc: 0.2788 IC13/recog/word_acc_ignore_case: 0.8936 IC13/recog/word_acc_ignore_case_symbol: 0.8936 IC15/recog/word_acc: 0.1026 IC15/recog/word_acc_ignore_case: 0.6466 IC15/recog/word_acc_ignore_case_symbol: 0.6524 CUTE80/recog/char_recall: 0.9153 CUTE80/recog/char_precision: 0.9234 IIIT5K/recog/char_recall: 0.9738 IIIT5K/recog/char_precision: 0.8988 SVT/recog/char_recall: 0.9560 SVT/recog/char_precision: 0.9505 SVTP/recog/char_recall: 0.9121 SVTP/recog/char_precision: 0.9302 IC13/recog/char_recall: 0.9768 IC13/recog/char_precision: 0.9652 IC15/recog/char_recall: 0.8967 IC15/recog/char_precision: 0.8701 2022/12/27 20:43:17 - mmengine - INFO - Epoch(train) [2][ 100/15807] lr: 1.8789e-04 eta: 2 days, 3:47:38 time: 0.4777 data_time: 0.0022 memory: 12276 loss: 0.2470 loss_ctc: 0.2470 2022/12/27 20:44:06 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 20:44:10 - mmengine - INFO - Epoch(train) [2][ 200/15807] lr: 1.8829e-04 eta: 2 days, 3:43:48 time: 0.5701 data_time: 0.0011 memory: 12269 loss: 0.2188 loss_ctc: 0.2188 2022/12/27 20:45:02 - mmengine - INFO - Epoch(train) [2][ 300/15807] lr: 1.8868e-04 eta: 2 days, 3:39:44 time: 0.5236 data_time: 0.0031 memory: 12269 loss: 0.2343 loss_ctc: 0.2343 2022/12/27 20:45:55 - mmengine - INFO - Epoch(train) [2][ 400/15807] lr: 1.8908e-04 eta: 2 days, 3:35:49 time: 0.5381 data_time: 0.0013 memory: 12269 loss: 0.2553 loss_ctc: 0.2553 2022/12/27 20:46:46 - mmengine - INFO - Epoch(train) [2][ 500/15807] lr: 1.8948e-04 eta: 2 days, 3:31:41 time: 0.5283 data_time: 0.0014 memory: 12269 loss: 0.2100 loss_ctc: 0.2100 2022/12/27 20:47:39 - mmengine - INFO - Epoch(train) [2][ 600/15807] lr: 1.8987e-04 eta: 2 days, 3:27:44 time: 0.4881 data_time: 0.0011 memory: 12269 loss: 0.2867 loss_ctc: 0.2867 2022/12/27 20:48:32 - mmengine - INFO - Epoch(train) [2][ 700/15807] lr: 1.9027e-04 eta: 2 days, 3:24:04 time: 0.5261 data_time: 0.0017 memory: 12269 loss: 0.2400 loss_ctc: 0.2400 2022/12/27 20:49:24 - mmengine - INFO - Epoch(train) [2][ 800/15807] lr: 1.9066e-04 eta: 2 days, 3:20:06 time: 0.5022 data_time: 0.0019 memory: 12269 loss: 0.2513 loss_ctc: 0.2513 2022/12/27 20:50:17 - mmengine - INFO - Epoch(train) [2][ 900/15807] lr: 1.9106e-04 eta: 2 days, 3:16:36 time: 0.5234 data_time: 0.0011 memory: 12269 loss: 0.2609 loss_ctc: 0.2609 2022/12/27 20:51:10 - mmengine - INFO - Epoch(train) [2][ 1000/15807] lr: 1.9145e-04 eta: 2 days, 3:13:00 time: 0.5078 data_time: 0.0020 memory: 12269 loss: 0.2575 loss_ctc: 0.2575 2022/12/27 20:52:03 - mmengine - INFO - Epoch(train) [2][ 1100/15807] lr: 1.9185e-04 eta: 2 days, 3:09:23 time: 0.4991 data_time: 0.0012 memory: 12269 loss: 0.2501 loss_ctc: 0.2501 2022/12/27 20:52:52 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 20:52:56 - mmengine - INFO - Epoch(train) [2][ 1200/15807] lr: 1.9224e-04 eta: 2 days, 3:05:46 time: 0.5589 data_time: 0.0012 memory: 12269 loss: 0.2567 loss_ctc: 0.2567 2022/12/27 20:53:49 - mmengine - INFO - Epoch(train) [2][ 1300/15807] lr: 1.9264e-04 eta: 2 days, 3:02:14 time: 0.5110 data_time: 0.0013 memory: 12269 loss: 0.2392 loss_ctc: 0.2392 2022/12/27 20:54:41 - mmengine - INFO - Epoch(train) [2][ 1400/15807] lr: 1.9303e-04 eta: 2 days, 2:58:38 time: 0.5107 data_time: 0.0025 memory: 12269 loss: 0.2673 loss_ctc: 0.2673 2022/12/27 20:55:34 - mmengine - INFO - Epoch(train) [2][ 1500/15807] lr: 1.9343e-04 eta: 2 days, 2:55:09 time: 0.5285 data_time: 0.0013 memory: 12269 loss: 0.2522 loss_ctc: 0.2522 2022/12/27 20:56:27 - mmengine - INFO - Epoch(train) [2][ 1600/15807] lr: 1.9382e-04 eta: 2 days, 2:51:36 time: 0.4904 data_time: 0.0014 memory: 12269 loss: 0.2415 loss_ctc: 0.2415 2022/12/27 20:57:20 - mmengine - INFO - Epoch(train) [2][ 1700/15807] lr: 1.9422e-04 eta: 2 days, 2:48:18 time: 0.5255 data_time: 0.0011 memory: 12269 loss: 0.2839 loss_ctc: 0.2839 2022/12/27 20:58:13 - mmengine - INFO - Epoch(train) [2][ 1800/15807] lr: 1.9462e-04 eta: 2 days, 2:44:53 time: 0.5054 data_time: 0.0012 memory: 12269 loss: 0.2012 loss_ctc: 0.2012 2022/12/27 20:59:07 - mmengine - INFO - Epoch(train) [2][ 1900/15807] lr: 1.9501e-04 eta: 2 days, 2:41:50 time: 0.5805 data_time: 0.0038 memory: 12269 loss: 0.2443 loss_ctc: 0.2443 2022/12/27 20:59:59 - mmengine - INFO - Epoch(train) [2][ 2000/15807] lr: 1.9541e-04 eta: 2 days, 2:38:27 time: 0.5051 data_time: 0.0012 memory: 12269 loss: 0.2384 loss_ctc: 0.2384 2022/12/27 21:00:52 - mmengine - INFO - Epoch(train) [2][ 2100/15807] lr: 1.9580e-04 eta: 2 days, 2:34:58 time: 0.4931 data_time: 0.0012 memory: 12269 loss: 0.2045 loss_ctc: 0.2045 2022/12/27 21:01:42 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 21:01:45 - mmengine - INFO - Epoch(train) [2][ 2200/15807] lr: 1.9620e-04 eta: 2 days, 2:31:57 time: 0.5301 data_time: 0.0021 memory: 12269 loss: 0.2468 loss_ctc: 0.2468 2022/12/27 21:02:39 - mmengine - INFO - Epoch(train) [2][ 2300/15807] lr: 1.9659e-04 eta: 2 days, 2:28:49 time: 0.5385 data_time: 0.0034 memory: 12269 loss: 0.2375 loss_ctc: 0.2375 2022/12/27 21:03:31 - mmengine - INFO - Epoch(train) [2][ 2400/15807] lr: 1.9699e-04 eta: 2 days, 2:25:32 time: 0.5497 data_time: 0.0014 memory: 12269 loss: 0.2487 loss_ctc: 0.2487 2022/12/27 21:04:24 - mmengine - INFO - Epoch(train) [2][ 2500/15807] lr: 1.9738e-04 eta: 2 days, 2:22:13 time: 0.5583 data_time: 0.0012 memory: 12269 loss: 0.2406 loss_ctc: 0.2406 2022/12/27 21:05:16 - mmengine - INFO - Epoch(train) [2][ 2600/15807] lr: 1.9778e-04 eta: 2 days, 2:18:55 time: 0.5261 data_time: 0.0012 memory: 12269 loss: 0.2175 loss_ctc: 0.2175 2022/12/27 21:06:08 - mmengine - INFO - Epoch(train) [2][ 2700/15807] lr: 1.9817e-04 eta: 2 days, 2:15:36 time: 0.5782 data_time: 0.0021 memory: 12269 loss: 0.2294 loss_ctc: 0.2294 2022/12/27 21:07:01 - mmengine - INFO - Epoch(train) [2][ 2800/15807] lr: 1.9857e-04 eta: 2 days, 2:12:21 time: 0.4964 data_time: 0.0016 memory: 12269 loss: 0.2629 loss_ctc: 0.2629 2022/12/27 21:07:53 - mmengine - INFO - Epoch(train) [2][ 2900/15807] lr: 1.9896e-04 eta: 2 days, 2:09:10 time: 0.5304 data_time: 0.0012 memory: 12269 loss: 0.2833 loss_ctc: 0.2833 2022/12/27 21:08:46 - mmengine - INFO - Epoch(train) [2][ 3000/15807] lr: 1.9936e-04 eta: 2 days, 2:06:05 time: 0.5383 data_time: 0.0014 memory: 12269 loss: 0.2629 loss_ctc: 0.2629 2022/12/27 21:09:39 - mmengine - INFO - Epoch(train) [2][ 3100/15807] lr: 1.9976e-04 eta: 2 days, 2:02:56 time: 0.5029 data_time: 0.0013 memory: 12269 loss: 0.2279 loss_ctc: 0.2279 2022/12/27 21:10:28 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 21:10:32 - mmengine - INFO - Epoch(train) [2][ 3200/15807] lr: 2.0015e-04 eta: 2 days, 1:59:59 time: 0.5650 data_time: 0.0012 memory: 12269 loss: 0.2316 loss_ctc: 0.2316 2022/12/27 21:11:25 - mmengine - INFO - Epoch(train) [2][ 3300/15807] lr: 2.0055e-04 eta: 2 days, 1:56:59 time: 0.4952 data_time: 0.0012 memory: 12269 loss: 0.2600 loss_ctc: 0.2600 2022/12/27 21:12:18 - mmengine - INFO - Epoch(train) [2][ 3400/15807] lr: 2.0094e-04 eta: 2 days, 1:54:04 time: 0.5686 data_time: 0.0015 memory: 12269 loss: 0.2417 loss_ctc: 0.2417 2022/12/27 21:13:11 - mmengine - INFO - Epoch(train) [2][ 3500/15807] lr: 2.0134e-04 eta: 2 days, 1:51:16 time: 0.5324 data_time: 0.0012 memory: 12269 loss: 0.2595 loss_ctc: 0.2595 2022/12/27 21:14:04 - mmengine - INFO - Epoch(train) [2][ 3600/15807] lr: 2.0173e-04 eta: 2 days, 1:48:14 time: 0.5246 data_time: 0.0013 memory: 12269 loss: 0.2446 loss_ctc: 0.2446 2022/12/27 21:14:57 - mmengine - INFO - Epoch(train) [2][ 3700/15807] lr: 2.0213e-04 eta: 2 days, 1:45:22 time: 0.5677 data_time: 0.0012 memory: 12269 loss: 0.2332 loss_ctc: 0.2332 2022/12/27 21:15:50 - mmengine - INFO - Epoch(train) [2][ 3800/15807] lr: 2.0252e-04 eta: 2 days, 1:42:26 time: 0.4962 data_time: 0.0049 memory: 12269 loss: 0.2242 loss_ctc: 0.2242 2022/12/27 21:16:43 - mmengine - INFO - Epoch(train) [2][ 3900/15807] lr: 2.0292e-04 eta: 2 days, 1:39:31 time: 0.5275 data_time: 0.0011 memory: 12269 loss: 0.2153 loss_ctc: 0.2153 2022/12/27 21:17:35 - mmengine - INFO - Epoch(train) [2][ 4000/15807] lr: 2.0331e-04 eta: 2 days, 1:36:39 time: 0.5314 data_time: 0.0012 memory: 12269 loss: 0.2197 loss_ctc: 0.2197 2022/12/27 21:18:29 - mmengine - INFO - Epoch(train) [2][ 4100/15807] lr: 2.0371e-04 eta: 2 days, 1:33:57 time: 0.5459 data_time: 0.0012 memory: 12269 loss: 0.2478 loss_ctc: 0.2478 2022/12/27 21:19:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 21:19:22 - mmengine - INFO - Epoch(train) [2][ 4200/15807] lr: 2.0411e-04 eta: 2 days, 1:31:15 time: 0.5280 data_time: 0.0012 memory: 12269 loss: 0.2534 loss_ctc: 0.2534 2022/12/27 21:20:15 - mmengine - INFO - Epoch(train) [2][ 4300/15807] lr: 2.0450e-04 eta: 2 days, 1:28:30 time: 0.5068 data_time: 0.0011 memory: 12269 loss: 0.2134 loss_ctc: 0.2134 2022/12/27 21:21:08 - mmengine - INFO - Epoch(train) [2][ 4400/15807] lr: 2.0490e-04 eta: 2 days, 1:25:46 time: 0.5387 data_time: 0.0045 memory: 12269 loss: 0.2741 loss_ctc: 0.2741 2022/12/27 21:22:00 - mmengine - INFO - Epoch(train) [2][ 4500/15807] lr: 2.0529e-04 eta: 2 days, 1:22:47 time: 0.5443 data_time: 0.0012 memory: 12269 loss: 0.2242 loss_ctc: 0.2242 2022/12/27 21:22:53 - mmengine - INFO - Epoch(train) [2][ 4600/15807] lr: 2.0569e-04 eta: 2 days, 1:19:55 time: 0.4945 data_time: 0.0021 memory: 12269 loss: 0.2197 loss_ctc: 0.2197 2022/12/27 21:23:46 - mmengine - INFO - Epoch(train) [2][ 4700/15807] lr: 2.0608e-04 eta: 2 days, 1:17:18 time: 0.5437 data_time: 0.0050 memory: 12269 loss: 0.2188 loss_ctc: 0.2188 2022/12/27 21:24:39 - mmengine - INFO - Epoch(train) [2][ 4800/15807] lr: 2.0648e-04 eta: 2 days, 1:14:35 time: 0.5676 data_time: 0.0015 memory: 12269 loss: 0.2821 loss_ctc: 0.2821 2022/12/27 21:25:32 - mmengine - INFO - Epoch(train) [2][ 4900/15807] lr: 2.0687e-04 eta: 2 days, 1:12:03 time: 0.5178 data_time: 0.0013 memory: 12269 loss: 0.2245 loss_ctc: 0.2245 2022/12/27 21:26:25 - mmengine - INFO - Epoch(train) [2][ 5000/15807] lr: 2.0727e-04 eta: 2 days, 1:09:15 time: 0.4986 data_time: 0.0028 memory: 12269 loss: 0.2380 loss_ctc: 0.2380 2022/12/27 21:27:18 - mmengine - INFO - Epoch(train) [2][ 5100/15807] lr: 2.0766e-04 eta: 2 days, 1:06:42 time: 0.5228 data_time: 0.0020 memory: 12269 loss: 0.2115 loss_ctc: 0.2115 2022/12/27 21:28:07 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 21:28:11 - mmengine - INFO - Epoch(train) [2][ 5200/15807] lr: 2.0806e-04 eta: 2 days, 1:04:01 time: 0.5356 data_time: 0.0013 memory: 12269 loss: 0.2391 loss_ctc: 0.2391 2022/12/27 21:29:04 - mmengine - INFO - Epoch(train) [2][ 5300/15807] lr: 2.0845e-04 eta: 2 days, 1:01:31 time: 0.5257 data_time: 0.0012 memory: 12269 loss: 0.2034 loss_ctc: 0.2034 2022/12/27 21:29:57 - mmengine - INFO - Epoch(train) [2][ 5400/15807] lr: 2.0885e-04 eta: 2 days, 0:58:51 time: 0.5322 data_time: 0.0013 memory: 12269 loss: 0.2345 loss_ctc: 0.2345 2022/12/27 21:30:50 - mmengine - INFO - Epoch(train) [2][ 5500/15807] lr: 2.0925e-04 eta: 2 days, 0:56:22 time: 0.5116 data_time: 0.0019 memory: 12269 loss: 0.2021 loss_ctc: 0.2021 2022/12/27 21:31:44 - mmengine - INFO - Epoch(train) [2][ 5600/15807] lr: 2.0964e-04 eta: 2 days, 0:53:58 time: 0.5441 data_time: 0.0036 memory: 12269 loss: 0.2130 loss_ctc: 0.2130 2022/12/27 21:32:37 - mmengine - INFO - Epoch(train) [2][ 5700/15807] lr: 2.1004e-04 eta: 2 days, 0:51:32 time: 0.5347 data_time: 0.0012 memory: 12269 loss: 0.2399 loss_ctc: 0.2399 2022/12/27 21:33:30 - mmengine - INFO - Epoch(train) [2][ 5800/15807] lr: 2.1043e-04 eta: 2 days, 0:48:59 time: 0.5329 data_time: 0.0027 memory: 12269 loss: 0.2367 loss_ctc: 0.2367 2022/12/27 21:34:24 - mmengine - INFO - Epoch(train) [2][ 5900/15807] lr: 2.1083e-04 eta: 2 days, 0:46:34 time: 0.5356 data_time: 0.0013 memory: 12269 loss: 0.2191 loss_ctc: 0.2191 2022/12/27 21:35:16 - mmengine - INFO - Epoch(train) [2][ 6000/15807] lr: 2.1122e-04 eta: 2 days, 0:43:54 time: 0.4931 data_time: 0.0017 memory: 12269 loss: 0.2396 loss_ctc: 0.2396 2022/12/27 21:36:09 - mmengine - INFO - Epoch(train) [2][ 6100/15807] lr: 2.1162e-04 eta: 2 days, 0:41:35 time: 0.5254 data_time: 0.0012 memory: 12269 loss: 0.2160 loss_ctc: 0.2160 2022/12/27 21:36:58 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 21:37:02 - mmengine - INFO - Epoch(train) [2][ 6200/15807] lr: 2.1201e-04 eta: 2 days, 0:39:00 time: 0.5334 data_time: 0.0014 memory: 12269 loss: 0.2070 loss_ctc: 0.2070 2022/12/27 21:37:54 - mmengine - INFO - Epoch(train) [2][ 6300/15807] lr: 2.1241e-04 eta: 2 days, 0:36:27 time: 0.4938 data_time: 0.0011 memory: 12269 loss: 0.2316 loss_ctc: 0.2316 2022/12/27 21:38:49 - mmengine - INFO - Epoch(train) [2][ 6400/15807] lr: 2.1280e-04 eta: 2 days, 0:34:17 time: 0.5285 data_time: 0.0025 memory: 12269 loss: 0.2570 loss_ctc: 0.2570 2022/12/27 21:39:42 - mmengine - INFO - Epoch(train) [2][ 6500/15807] lr: 2.1320e-04 eta: 2 days, 0:32:00 time: 0.4854 data_time: 0.0049 memory: 12269 loss: 0.2278 loss_ctc: 0.2278 2022/12/27 21:40:36 - mmengine - INFO - Epoch(train) [2][ 6600/15807] lr: 2.1359e-04 eta: 2 days, 0:29:41 time: 0.5495 data_time: 0.0011 memory: 12269 loss: 0.2270 loss_ctc: 0.2270 2022/12/27 21:41:29 - mmengine - INFO - Epoch(train) [2][ 6700/15807] lr: 2.1399e-04 eta: 2 days, 0:27:17 time: 0.5286 data_time: 0.0014 memory: 12269 loss: 0.2598 loss_ctc: 0.2598 2022/12/27 21:42:21 - mmengine - INFO - Epoch(train) [2][ 6800/15807] lr: 2.1439e-04 eta: 2 days, 0:24:49 time: 0.5701 data_time: 0.0016 memory: 12269 loss: 0.2523 loss_ctc: 0.2523 2022/12/27 21:43:14 - mmengine - INFO - Epoch(train) [2][ 6900/15807] lr: 2.1478e-04 eta: 2 days, 0:22:30 time: 0.5282 data_time: 0.0037 memory: 12269 loss: 0.2239 loss_ctc: 0.2239 2022/12/27 21:44:08 - mmengine - INFO - Epoch(train) [2][ 7000/15807] lr: 2.1518e-04 eta: 2 days, 0:20:21 time: 0.5034 data_time: 0.0013 memory: 12269 loss: 0.2366 loss_ctc: 0.2366 2022/12/27 21:45:02 - mmengine - INFO - Epoch(train) [2][ 7100/15807] lr: 2.1557e-04 eta: 2 days, 0:18:07 time: 0.5108 data_time: 0.0017 memory: 12269 loss: 0.2521 loss_ctc: 0.2521 2022/12/27 21:45:51 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 21:45:55 - mmengine - INFO - Epoch(train) [2][ 7200/15807] lr: 2.1597e-04 eta: 2 days, 0:15:51 time: 0.5607 data_time: 0.0014 memory: 12269 loss: 0.2405 loss_ctc: 0.2405 2022/12/27 21:46:49 - mmengine - INFO - Epoch(train) [2][ 7300/15807] lr: 2.1636e-04 eta: 2 days, 0:13:45 time: 0.5228 data_time: 0.0012 memory: 12269 loss: 0.2257 loss_ctc: 0.2257 2022/12/27 21:47:42 - mmengine - INFO - Epoch(train) [2][ 7400/15807] lr: 2.1676e-04 eta: 2 days, 0:11:22 time: 0.5270 data_time: 0.0012 memory: 12269 loss: 0.2384 loss_ctc: 0.2384 2022/12/27 21:48:35 - mmengine - INFO - Epoch(train) [2][ 7500/15807] lr: 2.1715e-04 eta: 2 days, 0:09:10 time: 0.5318 data_time: 0.0013 memory: 12269 loss: 0.2305 loss_ctc: 0.2305 2022/12/27 21:49:26 - mmengine - INFO - Epoch(train) [2][ 7600/15807] lr: 2.1755e-04 eta: 2 days, 0:06:30 time: 0.4766 data_time: 0.0013 memory: 12269 loss: 0.2030 loss_ctc: 0.2030 2022/12/27 21:50:20 - mmengine - INFO - Epoch(train) [2][ 7700/15807] lr: 2.1794e-04 eta: 2 days, 0:04:21 time: 0.5162 data_time: 0.0014 memory: 12269 loss: 0.1836 loss_ctc: 0.1836 2022/12/27 21:51:13 - mmengine - INFO - Epoch(train) [2][ 7800/15807] lr: 2.1834e-04 eta: 2 days, 0:02:07 time: 0.5202 data_time: 0.0011 memory: 12269 loss: 0.1976 loss_ctc: 0.1976 2022/12/27 21:52:07 - mmengine - INFO - Epoch(train) [2][ 7900/15807] lr: 2.1874e-04 eta: 2 days, 0:00:03 time: 0.5303 data_time: 0.0013 memory: 12269 loss: 0.2417 loss_ctc: 0.2417 2022/12/27 21:52:59 - mmengine - INFO - Epoch(train) [2][ 8000/15807] lr: 2.1913e-04 eta: 1 day, 23:57:43 time: 0.5197 data_time: 0.0034 memory: 12269 loss: 0.2258 loss_ctc: 0.2258 2022/12/27 21:53:52 - mmengine - INFO - Epoch(train) [2][ 8100/15807] lr: 2.1953e-04 eta: 1 day, 23:55:25 time: 0.5355 data_time: 0.0012 memory: 12269 loss: 0.2051 loss_ctc: 0.2051 2022/12/27 21:54:41 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 21:54:45 - mmengine - INFO - Epoch(train) [2][ 8200/15807] lr: 2.1992e-04 eta: 1 day, 23:53:12 time: 0.5174 data_time: 0.0012 memory: 12269 loss: 0.1993 loss_ctc: 0.1993 2022/12/27 21:55:38 - mmengine - INFO - Epoch(train) [2][ 8300/15807] lr: 2.2032e-04 eta: 1 day, 23:51:05 time: 0.5617 data_time: 0.0030 memory: 12269 loss: 0.2203 loss_ctc: 0.2203 2022/12/27 21:56:31 - mmengine - INFO - Epoch(train) [2][ 8400/15807] lr: 2.2071e-04 eta: 1 day, 23:48:46 time: 0.5176 data_time: 0.0012 memory: 12269 loss: 0.2080 loss_ctc: 0.2080 2022/12/27 21:57:24 - mmengine - INFO - Epoch(train) [2][ 8500/15807] lr: 2.2111e-04 eta: 1 day, 23:46:43 time: 0.5477 data_time: 0.0034 memory: 12269 loss: 0.2577 loss_ctc: 0.2577 2022/12/27 21:58:17 - mmengine - INFO - Epoch(train) [2][ 8600/15807] lr: 2.2150e-04 eta: 1 day, 23:44:27 time: 0.5170 data_time: 0.0015 memory: 12269 loss: 0.2430 loss_ctc: 0.2430 2022/12/27 21:59:10 - mmengine - INFO - Epoch(train) [2][ 8700/15807] lr: 2.2190e-04 eta: 1 day, 23:42:22 time: 0.5228 data_time: 0.0019 memory: 12269 loss: 0.1975 loss_ctc: 0.1975 2022/12/27 22:00:03 - mmengine - INFO - Epoch(train) [2][ 8800/15807] lr: 2.2229e-04 eta: 1 day, 23:40:16 time: 0.5891 data_time: 0.0013 memory: 12269 loss: 0.2358 loss_ctc: 0.2358 2022/12/27 22:00:56 - mmengine - INFO - Epoch(train) [2][ 8900/15807] lr: 2.2269e-04 eta: 1 day, 23:38:09 time: 0.5147 data_time: 0.0013 memory: 12269 loss: 0.2594 loss_ctc: 0.2594 2022/12/27 22:01:50 - mmengine - INFO - Epoch(train) [2][ 9000/15807] lr: 2.2308e-04 eta: 1 day, 23:36:05 time: 0.5450 data_time: 0.0012 memory: 12269 loss: 0.2224 loss_ctc: 0.2224 2022/12/27 22:02:42 - mmengine - INFO - Epoch(train) [2][ 9100/15807] lr: 2.2348e-04 eta: 1 day, 23:33:54 time: 0.5339 data_time: 0.0017 memory: 12269 loss: 0.2312 loss_ctc: 0.2312 2022/12/27 22:03:31 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 22:03:35 - mmengine - INFO - Epoch(train) [2][ 9200/15807] lr: 2.2388e-04 eta: 1 day, 23:31:45 time: 0.5433 data_time: 0.0014 memory: 12269 loss: 0.1933 loss_ctc: 0.1933 2022/12/27 22:04:28 - mmengine - INFO - Epoch(train) [2][ 9300/15807] lr: 2.2427e-04 eta: 1 day, 23:29:35 time: 0.5274 data_time: 0.0012 memory: 12269 loss: 0.2349 loss_ctc: 0.2349 2022/12/27 22:05:21 - mmengine - INFO - Epoch(train) [2][ 9400/15807] lr: 2.2467e-04 eta: 1 day, 23:27:32 time: 0.5557 data_time: 0.0017 memory: 12269 loss: 0.2058 loss_ctc: 0.2058 2022/12/27 22:06:15 - mmengine - INFO - Epoch(train) [2][ 9500/15807] lr: 2.2506e-04 eta: 1 day, 23:25:33 time: 0.5592 data_time: 0.0032 memory: 12269 loss: 0.2346 loss_ctc: 0.2346 2022/12/27 22:07:08 - mmengine - INFO - Epoch(train) [2][ 9600/15807] lr: 2.2546e-04 eta: 1 day, 23:23:31 time: 0.5154 data_time: 0.0017 memory: 12269 loss: 0.2366 loss_ctc: 0.2366 2022/12/27 22:08:00 - mmengine - INFO - Epoch(train) [2][ 9700/15807] lr: 2.2585e-04 eta: 1 day, 23:21:14 time: 0.5131 data_time: 0.0037 memory: 12269 loss: 0.1916 loss_ctc: 0.1916 2022/12/27 22:08:52 - mmengine - INFO - Epoch(train) [2][ 9800/15807] lr: 2.2625e-04 eta: 1 day, 23:19:09 time: 0.5273 data_time: 0.0033 memory: 12269 loss: 0.1933 loss_ctc: 0.1933 2022/12/27 22:09:44 - mmengine - INFO - Epoch(train) [2][ 9900/15807] lr: 2.2664e-04 eta: 1 day, 23:16:55 time: 0.5262 data_time: 0.0051 memory: 12269 loss: 0.2047 loss_ctc: 0.2047 2022/12/27 22:10:38 - mmengine - INFO - Epoch(train) [2][10000/15807] lr: 2.2704e-04 eta: 1 day, 23:14:58 time: 0.5308 data_time: 0.0012 memory: 12269 loss: 0.1932 loss_ctc: 0.1932 2022/12/27 22:11:31 - mmengine - INFO - Epoch(train) [2][10100/15807] lr: 2.2743e-04 eta: 1 day, 23:12:57 time: 0.4987 data_time: 0.0013 memory: 12269 loss: 0.2031 loss_ctc: 0.2031 2022/12/27 22:12:20 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 22:12:24 - mmengine - INFO - Epoch(train) [2][10200/15807] lr: 2.2783e-04 eta: 1 day, 23:10:58 time: 0.5349 data_time: 0.0024 memory: 12269 loss: 0.2304 loss_ctc: 0.2304 2022/12/27 22:13:17 - mmengine - INFO - Epoch(train) [2][10300/15807] lr: 2.2822e-04 eta: 1 day, 23:08:57 time: 0.5156 data_time: 0.0011 memory: 12269 loss: 0.2578 loss_ctc: 0.2578 2022/12/27 22:14:09 - mmengine - INFO - Epoch(train) [2][10400/15807] lr: 2.2862e-04 eta: 1 day, 23:06:51 time: 0.5051 data_time: 0.0013 memory: 12269 loss: 0.2105 loss_ctc: 0.2105 2022/12/27 22:15:02 - mmengine - INFO - Epoch(train) [2][10500/15807] lr: 2.2902e-04 eta: 1 day, 23:04:51 time: 0.5161 data_time: 0.0011 memory: 12269 loss: 0.1659 loss_ctc: 0.1659 2022/12/27 22:15:56 - mmengine - INFO - Epoch(train) [2][10600/15807] lr: 2.2941e-04 eta: 1 day, 23:02:57 time: 0.5753 data_time: 0.0032 memory: 12269 loss: 0.2402 loss_ctc: 0.2402 2022/12/27 22:16:49 - mmengine - INFO - Epoch(train) [2][10700/15807] lr: 2.2981e-04 eta: 1 day, 23:01:00 time: 0.5238 data_time: 0.0011 memory: 12269 loss: 0.1777 loss_ctc: 0.1777 2022/12/27 22:17:41 - mmengine - INFO - Epoch(train) [2][10800/15807] lr: 2.3020e-04 eta: 1 day, 22:58:55 time: 0.5123 data_time: 0.0016 memory: 12269 loss: 0.2428 loss_ctc: 0.2428 2022/12/27 22:18:34 - mmengine - INFO - Epoch(train) [2][10900/15807] lr: 2.3060e-04 eta: 1 day, 22:57:00 time: 0.5310 data_time: 0.0059 memory: 12269 loss: 0.2318 loss_ctc: 0.2318 2022/12/27 22:19:27 - mmengine - INFO - Epoch(train) [2][11000/15807] lr: 2.3099e-04 eta: 1 day, 22:54:57 time: 0.5040 data_time: 0.0029 memory: 12269 loss: 0.2164 loss_ctc: 0.2164 2022/12/27 22:20:20 - mmengine - INFO - Epoch(train) [2][11100/15807] lr: 2.3139e-04 eta: 1 day, 22:53:05 time: 0.5198 data_time: 0.0012 memory: 12269 loss: 0.2183 loss_ctc: 0.2183 2022/12/27 22:21:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 22:21:13 - mmengine - INFO - Epoch(train) [2][11200/15807] lr: 2.3178e-04 eta: 1 day, 22:51:03 time: 0.5055 data_time: 0.0038 memory: 12269 loss: 0.2376 loss_ctc: 0.2376 2022/12/27 22:22:06 - mmengine - INFO - Epoch(train) [2][11300/15807] lr: 2.3218e-04 eta: 1 day, 22:49:16 time: 0.5388 data_time: 0.0012 memory: 12269 loss: 0.2206 loss_ctc: 0.2206 2022/12/27 22:23:00 - mmengine - INFO - Epoch(train) [2][11400/15807] lr: 2.3257e-04 eta: 1 day, 22:47:26 time: 0.5420 data_time: 0.0014 memory: 12269 loss: 0.2188 loss_ctc: 0.2188 2022/12/27 22:23:52 - mmengine - INFO - Epoch(train) [2][11500/15807] lr: 2.3297e-04 eta: 1 day, 22:45:19 time: 0.5391 data_time: 0.0013 memory: 12269 loss: 0.2109 loss_ctc: 0.2109 2022/12/27 22:24:44 - mmengine - INFO - Epoch(train) [2][11600/15807] lr: 2.3337e-04 eta: 1 day, 22:43:21 time: 0.5391 data_time: 0.0012 memory: 12269 loss: 0.2127 loss_ctc: 0.2127 2022/12/27 22:25:37 - mmengine - INFO - Epoch(train) [2][11700/15807] lr: 2.3376e-04 eta: 1 day, 22:41:29 time: 0.5190 data_time: 0.0022 memory: 12269 loss: 0.2210 loss_ctc: 0.2210 2022/12/27 22:26:30 - mmengine - INFO - Epoch(train) [2][11800/15807] lr: 2.3416e-04 eta: 1 day, 22:39:35 time: 0.5075 data_time: 0.0016 memory: 12269 loss: 0.2451 loss_ctc: 0.2451 2022/12/27 22:27:23 - mmengine - INFO - Epoch(train) [2][11900/15807] lr: 2.3455e-04 eta: 1 day, 22:37:39 time: 0.4991 data_time: 0.0014 memory: 12269 loss: 0.1799 loss_ctc: 0.1799 2022/12/27 22:28:15 - mmengine - INFO - Epoch(train) [2][12000/15807] lr: 2.3495e-04 eta: 1 day, 22:35:41 time: 0.5314 data_time: 0.0011 memory: 12269 loss: 0.2588 loss_ctc: 0.2588 2022/12/27 22:29:08 - mmengine - INFO - Epoch(train) [2][12100/15807] lr: 2.3534e-04 eta: 1 day, 22:33:43 time: 0.5382 data_time: 0.0012 memory: 12269 loss: 0.1758 loss_ctc: 0.1758 2022/12/27 22:29:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 22:30:00 - mmengine - INFO - Epoch(train) [2][12200/15807] lr: 2.3574e-04 eta: 1 day, 22:31:41 time: 0.5135 data_time: 0.0014 memory: 12269 loss: 0.2299 loss_ctc: 0.2299 2022/12/27 22:30:52 - mmengine - INFO - Epoch(train) [2][12300/15807] lr: 2.3613e-04 eta: 1 day, 22:29:48 time: 0.5619 data_time: 0.0014 memory: 12269 loss: 0.2213 loss_ctc: 0.2213 2022/12/27 22:31:46 - mmengine - INFO - Epoch(train) [2][12400/15807] lr: 2.3653e-04 eta: 1 day, 22:27:59 time: 0.5281 data_time: 0.0016 memory: 12269 loss: 0.1988 loss_ctc: 0.1988 2022/12/27 22:32:39 - mmengine - INFO - Epoch(train) [2][12500/15807] lr: 2.3692e-04 eta: 1 day, 22:26:15 time: 0.5753 data_time: 0.0011 memory: 12269 loss: 0.2296 loss_ctc: 0.2296 2022/12/27 22:33:33 - mmengine - INFO - Epoch(train) [2][12600/15807] lr: 2.3732e-04 eta: 1 day, 22:24:34 time: 0.5062 data_time: 0.0012 memory: 12269 loss: 0.2431 loss_ctc: 0.2431 2022/12/27 22:34:25 - mmengine - INFO - Epoch(train) [2][12700/15807] lr: 2.3771e-04 eta: 1 day, 22:22:37 time: 0.5155 data_time: 0.0029 memory: 12269 loss: 0.2178 loss_ctc: 0.2178 2022/12/27 22:35:18 - mmengine - INFO - Epoch(train) [2][12800/15807] lr: 2.3811e-04 eta: 1 day, 22:20:51 time: 0.5326 data_time: 0.0032 memory: 12269 loss: 0.2173 loss_ctc: 0.2173 2022/12/27 22:36:11 - mmengine - INFO - Epoch(train) [2][12900/15807] lr: 2.3851e-04 eta: 1 day, 22:18:54 time: 0.5233 data_time: 0.0014 memory: 12269 loss: 0.2090 loss_ctc: 0.2090 2022/12/27 22:37:04 - mmengine - INFO - Epoch(train) [2][13000/15807] lr: 2.3890e-04 eta: 1 day, 22:17:12 time: 0.6226 data_time: 0.0046 memory: 12269 loss: 0.2362 loss_ctc: 0.2362 2022/12/27 22:37:57 - mmengine - INFO - Epoch(train) [2][13100/15807] lr: 2.3930e-04 eta: 1 day, 22:15:25 time: 0.5282 data_time: 0.0037 memory: 12269 loss: 0.2085 loss_ctc: 0.2085 2022/12/27 22:38:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 22:38:50 - mmengine - INFO - Epoch(train) [2][13200/15807] lr: 2.3969e-04 eta: 1 day, 22:13:39 time: 0.5653 data_time: 0.0014 memory: 12269 loss: 0.2104 loss_ctc: 0.2104 2022/12/27 22:39:43 - mmengine - INFO - Epoch(train) [2][13300/15807] lr: 2.4009e-04 eta: 1 day, 22:11:44 time: 0.4962 data_time: 0.0021 memory: 12269 loss: 0.1975 loss_ctc: 0.1975 2022/12/27 22:40:35 - mmengine - INFO - Epoch(train) [2][13400/15807] lr: 2.4048e-04 eta: 1 day, 22:09:56 time: 0.5089 data_time: 0.0011 memory: 12269 loss: 0.2075 loss_ctc: 0.2075 2022/12/27 22:41:28 - mmengine - INFO - Epoch(train) [2][13500/15807] lr: 2.4088e-04 eta: 1 day, 22:08:08 time: 0.5342 data_time: 0.0012 memory: 12269 loss: 0.2125 loss_ctc: 0.2125 2022/12/27 22:42:21 - mmengine - INFO - Epoch(train) [2][13600/15807] lr: 2.4127e-04 eta: 1 day, 22:06:22 time: 0.5321 data_time: 0.0018 memory: 12269 loss: 0.2266 loss_ctc: 0.2266 2022/12/27 22:43:14 - mmengine - INFO - Epoch(train) [2][13700/15807] lr: 2.4167e-04 eta: 1 day, 22:04:29 time: 0.4989 data_time: 0.0012 memory: 12269 loss: 0.2071 loss_ctc: 0.2071 2022/12/27 22:44:07 - mmengine - INFO - Epoch(train) [2][13800/15807] lr: 2.4206e-04 eta: 1 day, 22:02:46 time: 0.5460 data_time: 0.0032 memory: 12269 loss: 0.2499 loss_ctc: 0.2499 2022/12/27 22:44:59 - mmengine - INFO - Epoch(train) [2][13900/15807] lr: 2.4246e-04 eta: 1 day, 22:00:57 time: 0.5096 data_time: 0.0017 memory: 12269 loss: 0.2236 loss_ctc: 0.2236 2022/12/27 22:45:52 - mmengine - INFO - Epoch(train) [2][14000/15807] lr: 2.4285e-04 eta: 1 day, 21:59:08 time: 0.4955 data_time: 0.0012 memory: 12269 loss: 0.2252 loss_ctc: 0.2252 2022/12/27 22:46:45 - mmengine - INFO - Epoch(train) [2][14100/15807] lr: 2.4325e-04 eta: 1 day, 21:57:22 time: 0.5579 data_time: 0.0014 memory: 12269 loss: 0.2084 loss_ctc: 0.2084 2022/12/27 22:47:33 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 22:47:37 - mmengine - INFO - Epoch(train) [2][14200/15807] lr: 2.4365e-04 eta: 1 day, 21:55:29 time: 0.5274 data_time: 0.0012 memory: 12269 loss: 0.1989 loss_ctc: 0.1989 2022/12/27 22:48:30 - mmengine - INFO - Epoch(train) [2][14300/15807] lr: 2.4404e-04 eta: 1 day, 21:53:50 time: 0.5695 data_time: 0.0013 memory: 12269 loss: 0.1862 loss_ctc: 0.1862 2022/12/27 22:49:22 - mmengine - INFO - Epoch(train) [2][14400/15807] lr: 2.4444e-04 eta: 1 day, 21:51:58 time: 0.4901 data_time: 0.0013 memory: 12269 loss: 0.2274 loss_ctc: 0.2274 2022/12/27 22:50:14 - mmengine - INFO - Epoch(train) [2][14500/15807] lr: 2.4483e-04 eta: 1 day, 21:50:09 time: 0.4887 data_time: 0.0014 memory: 12269 loss: 0.2262 loss_ctc: 0.2262 2022/12/27 22:51:08 - mmengine - INFO - Epoch(train) [2][14600/15807] lr: 2.4523e-04 eta: 1 day, 21:48:30 time: 0.5529 data_time: 0.0012 memory: 12269 loss: 0.2201 loss_ctc: 0.2201 2022/12/27 22:52:01 - mmengine - INFO - Epoch(train) [2][14700/15807] lr: 2.4562e-04 eta: 1 day, 21:46:47 time: 0.4917 data_time: 0.0014 memory: 12269 loss: 0.2142 loss_ctc: 0.2142 2022/12/27 22:52:54 - mmengine - INFO - Epoch(train) [2][14800/15807] lr: 2.4602e-04 eta: 1 day, 21:45:07 time: 0.5621 data_time: 0.0011 memory: 12269 loss: 0.2437 loss_ctc: 0.2437 2022/12/27 22:53:47 - mmengine - INFO - Epoch(train) [2][14900/15807] lr: 2.4641e-04 eta: 1 day, 21:43:26 time: 0.5141 data_time: 0.0013 memory: 12269 loss: 0.2271 loss_ctc: 0.2271 2022/12/27 22:54:39 - mmengine - INFO - Epoch(train) [2][15000/15807] lr: 2.4681e-04 eta: 1 day, 21:41:34 time: 0.4949 data_time: 0.0015 memory: 12269 loss: 0.2294 loss_ctc: 0.2294 2022/12/27 22:55:32 - mmengine - INFO - Epoch(train) [2][15100/15807] lr: 2.4720e-04 eta: 1 day, 21:39:54 time: 0.5497 data_time: 0.0011 memory: 12269 loss: 0.1842 loss_ctc: 0.1842 2022/12/27 22:56:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 22:56:25 - mmengine - INFO - Epoch(train) [2][15200/15807] lr: 2.4760e-04 eta: 1 day, 21:38:14 time: 0.5302 data_time: 0.0012 memory: 12269 loss: 0.2276 loss_ctc: 0.2276 2022/12/27 22:57:19 - mmengine - INFO - Epoch(train) [2][15300/15807] lr: 2.4800e-04 eta: 1 day, 21:36:41 time: 0.5461 data_time: 0.0014 memory: 12269 loss: 0.1689 loss_ctc: 0.1689 2022/12/27 22:58:11 - mmengine - INFO - Epoch(train) [2][15400/15807] lr: 2.4839e-04 eta: 1 day, 21:35:00 time: 0.5196 data_time: 0.0020 memory: 12269 loss: 0.2005 loss_ctc: 0.2005 2022/12/27 22:59:05 - mmengine - INFO - Epoch(train) [2][15500/15807] lr: 2.4879e-04 eta: 1 day, 21:33:24 time: 0.5744 data_time: 0.0023 memory: 12269 loss: 0.2619 loss_ctc: 0.2619 2022/12/27 22:59:58 - mmengine - INFO - Epoch(train) [2][15600/15807] lr: 2.4918e-04 eta: 1 day, 21:31:44 time: 0.5262 data_time: 0.0017 memory: 12269 loss: 0.2277 loss_ctc: 0.2277 2022/12/27 23:00:51 - mmengine - INFO - Epoch(train) [2][15700/15807] lr: 2.4958e-04 eta: 1 day, 21:30:11 time: 0.5273 data_time: 0.0037 memory: 12269 loss: 0.2192 loss_ctc: 0.2192 2022/12/27 23:01:42 - mmengine - INFO - Epoch(train) [2][15800/15807] lr: 2.4997e-04 eta: 1 day, 21:28:14 time: 0.4806 data_time: 0.0011 memory: 12269 loss: 0.2143 loss_ctc: 0.2143 2022/12/27 23:01:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:01:46 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/12/27 23:01:54 - mmengine - INFO - Epoch(val) [2][8/8] CUTE80/recog/word_acc: 0.1597 CUTE80/recog/word_acc_ignore_case: 0.8125 CUTE80/recog/word_acc_ignore_case_symbol: 0.8125 IIIT5K/recog/word_acc: 0.0640 IIIT5K/recog/word_acc_ignore_case: 0.8237 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8237 SVT/recog/word_acc: 0.8578 SVT/recog/word_acc_ignore_case: 0.8578 SVT/recog/word_acc_ignore_case_symbol: 0.8578 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.7767 SVTP/recog/word_acc_ignore_case_symbol: 0.7767 IC13/recog/word_acc: 0.2847 IC13/recog/word_acc_ignore_case: 0.9212 IC13/recog/word_acc_ignore_case_symbol: 0.9212 IC15/recog/word_acc: 0.1078 IC15/recog/word_acc_ignore_case: 0.6866 IC15/recog/word_acc_ignore_case_symbol: 0.6943 CUTE80/recog/char_recall: 0.9354 CUTE80/recog/char_precision: 0.9232 IIIT5K/recog/char_recall: 0.9821 IIIT5K/recog/char_precision: 0.9006 SVT/recog/char_recall: 0.9723 SVT/recog/char_precision: 0.9565 SVTP/recog/char_recall: 0.9250 SVTP/recog/char_precision: 0.9289 IC13/recog/char_recall: 0.9850 IC13/recog/char_precision: 0.9724 IC15/recog/char_recall: 0.9163 IC15/recog/char_precision: 0.8726 2022/12/27 23:02:52 - mmengine - INFO - Epoch(train) [3][ 100/15807] lr: 2.5000e-04 eta: 1 day, 21:27:10 time: 0.4995 data_time: 0.0010 memory: 12269 loss: 0.1904 loss_ctc: 0.1904 2022/12/27 23:03:45 - mmengine - INFO - Epoch(train) [3][ 200/15807] lr: 2.5000e-04 eta: 1 day, 21:25:33 time: 0.5326 data_time: 0.0014 memory: 12269 loss: 0.2178 loss_ctc: 0.2178 2022/12/27 23:04:38 - mmengine - INFO - Epoch(train) [3][ 300/15807] lr: 2.5000e-04 eta: 1 day, 21:23:56 time: 0.5149 data_time: 0.0012 memory: 12269 loss: 0.2166 loss_ctc: 0.2166 2022/12/27 23:05:23 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:05:31 - mmengine - INFO - Epoch(train) [3][ 400/15807] lr: 2.5000e-04 eta: 1 day, 21:22:16 time: 0.5260 data_time: 0.0016 memory: 12269 loss: 0.1999 loss_ctc: 0.1999 2022/12/27 23:06:23 - mmengine - INFO - Epoch(train) [3][ 500/15807] lr: 2.5000e-04 eta: 1 day, 21:20:37 time: 0.4963 data_time: 0.0017 memory: 12269 loss: 0.2051 loss_ctc: 0.2051 2022/12/27 23:07:17 - mmengine - INFO - Epoch(train) [3][ 600/15807] lr: 2.5000e-04 eta: 1 day, 21:19:05 time: 0.5276 data_time: 0.0041 memory: 12269 loss: 0.1865 loss_ctc: 0.1865 2022/12/27 23:08:10 - mmengine - INFO - Epoch(train) [3][ 700/15807] lr: 2.5000e-04 eta: 1 day, 21:17:28 time: 0.5256 data_time: 0.0012 memory: 12269 loss: 0.2030 loss_ctc: 0.2030 2022/12/27 23:09:04 - mmengine - INFO - Epoch(train) [3][ 800/15807] lr: 2.5000e-04 eta: 1 day, 21:15:59 time: 0.5645 data_time: 0.0014 memory: 12269 loss: 0.1917 loss_ctc: 0.1917 2022/12/27 23:09:57 - mmengine - INFO - Epoch(train) [3][ 900/15807] lr: 2.4999e-04 eta: 1 day, 21:14:23 time: 0.5040 data_time: 0.0012 memory: 12269 loss: 0.2117 loss_ctc: 0.2117 2022/12/27 23:10:51 - mmengine - INFO - Epoch(train) [3][ 1000/15807] lr: 2.4999e-04 eta: 1 day, 21:12:56 time: 0.5608 data_time: 0.0014 memory: 12269 loss: 0.2106 loss_ctc: 0.2106 2022/12/27 23:11:43 - mmengine - INFO - Epoch(train) [3][ 1100/15807] lr: 2.4999e-04 eta: 1 day, 21:11:17 time: 0.5094 data_time: 0.0012 memory: 12269 loss: 0.1802 loss_ctc: 0.1802 2022/12/27 23:12:37 - mmengine - INFO - Epoch(train) [3][ 1200/15807] lr: 2.4999e-04 eta: 1 day, 21:09:46 time: 0.5165 data_time: 0.0018 memory: 12269 loss: 0.2077 loss_ctc: 0.2077 2022/12/27 23:13:30 - mmengine - INFO - Epoch(train) [3][ 1300/15807] lr: 2.4999e-04 eta: 1 day, 21:08:14 time: 0.5445 data_time: 0.0028 memory: 12269 loss: 0.1665 loss_ctc: 0.1665 2022/12/27 23:14:16 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:14:23 - mmengine - INFO - Epoch(train) [3][ 1400/15807] lr: 2.4999e-04 eta: 1 day, 21:06:33 time: 0.4989 data_time: 0.0022 memory: 12269 loss: 0.1871 loss_ctc: 0.1871 2022/12/27 23:15:16 - mmengine - INFO - Epoch(train) [3][ 1500/15807] lr: 2.4998e-04 eta: 1 day, 21:05:00 time: 0.5507 data_time: 0.0012 memory: 12269 loss: 0.2341 loss_ctc: 0.2341 2022/12/27 23:16:08 - mmengine - INFO - Epoch(train) [3][ 1600/15807] lr: 2.4998e-04 eta: 1 day, 21:03:23 time: 0.5251 data_time: 0.0012 memory: 12269 loss: 0.1991 loss_ctc: 0.1991 2022/12/27 23:17:02 - mmengine - INFO - Epoch(train) [3][ 1700/15807] lr: 2.4998e-04 eta: 1 day, 21:01:52 time: 0.5426 data_time: 0.0025 memory: 12269 loss: 0.1971 loss_ctc: 0.1971 2022/12/27 23:17:56 - mmengine - INFO - Epoch(train) [3][ 1800/15807] lr: 2.4998e-04 eta: 1 day, 21:00:26 time: 0.5238 data_time: 0.0014 memory: 12269 loss: 0.2225 loss_ctc: 0.2225 2022/12/27 23:18:48 - mmengine - INFO - Epoch(train) [3][ 1900/15807] lr: 2.4998e-04 eta: 1 day, 20:58:49 time: 0.4996 data_time: 0.0014 memory: 12269 loss: 0.1941 loss_ctc: 0.1941 2022/12/27 23:19:42 - mmengine - INFO - Epoch(train) [3][ 2000/15807] lr: 2.4997e-04 eta: 1 day, 20:57:16 time: 0.5728 data_time: 0.0013 memory: 12269 loss: 0.2301 loss_ctc: 0.2301 2022/12/27 23:20:34 - mmengine - INFO - Epoch(train) [3][ 2100/15807] lr: 2.4997e-04 eta: 1 day, 20:55:36 time: 0.4860 data_time: 0.0014 memory: 12269 loss: 0.2145 loss_ctc: 0.2145 2022/12/27 23:21:26 - mmengine - INFO - Epoch(train) [3][ 2200/15807] lr: 2.4997e-04 eta: 1 day, 20:54:00 time: 0.5639 data_time: 0.0018 memory: 12269 loss: 0.1644 loss_ctc: 0.1644 2022/12/27 23:22:19 - mmengine - INFO - Epoch(train) [3][ 2300/15807] lr: 2.4996e-04 eta: 1 day, 20:52:28 time: 0.5229 data_time: 0.0015 memory: 12269 loss: 0.2092 loss_ctc: 0.2092 2022/12/27 23:23:05 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:23:12 - mmengine - INFO - Epoch(train) [3][ 2400/15807] lr: 2.4996e-04 eta: 1 day, 20:50:52 time: 0.4991 data_time: 0.0013 memory: 12269 loss: 0.2218 loss_ctc: 0.2218 2022/12/27 23:24:05 - mmengine - INFO - Epoch(train) [3][ 2500/15807] lr: 2.4996e-04 eta: 1 day, 20:49:20 time: 0.5488 data_time: 0.0012 memory: 12269 loss: 0.2083 loss_ctc: 0.2083 2022/12/27 23:24:59 - mmengine - INFO - Epoch(train) [3][ 2600/15807] lr: 2.4995e-04 eta: 1 day, 20:47:53 time: 0.5199 data_time: 0.0011 memory: 12269 loss: 0.2295 loss_ctc: 0.2295 2022/12/27 23:25:53 - mmengine - INFO - Epoch(train) [3][ 2700/15807] lr: 2.4995e-04 eta: 1 day, 20:46:30 time: 0.5442 data_time: 0.0012 memory: 12269 loss: 0.2017 loss_ctc: 0.2017 2022/12/27 23:26:46 - mmengine - INFO - Epoch(train) [3][ 2800/15807] lr: 2.4995e-04 eta: 1 day, 20:44:59 time: 0.4940 data_time: 0.0014 memory: 12269 loss: 0.2360 loss_ctc: 0.2360 2022/12/27 23:27:39 - mmengine - INFO - Epoch(train) [3][ 2900/15807] lr: 2.4994e-04 eta: 1 day, 20:43:27 time: 0.5058 data_time: 0.0012 memory: 12269 loss: 0.2082 loss_ctc: 0.2082 2022/12/27 23:28:32 - mmengine - INFO - Epoch(train) [3][ 3000/15807] lr: 2.4994e-04 eta: 1 day, 20:41:55 time: 0.5098 data_time: 0.0012 memory: 12269 loss: 0.1903 loss_ctc: 0.1903 2022/12/27 23:29:25 - mmengine - INFO - Epoch(train) [3][ 3100/15807] lr: 2.4993e-04 eta: 1 day, 20:40:23 time: 0.5552 data_time: 0.0013 memory: 12269 loss: 0.2378 loss_ctc: 0.2378 2022/12/27 23:30:18 - mmengine - INFO - Epoch(train) [3][ 3200/15807] lr: 2.4993e-04 eta: 1 day, 20:38:54 time: 0.5462 data_time: 0.0010 memory: 12269 loss: 0.2013 loss_ctc: 0.2013 2022/12/27 23:31:10 - mmengine - INFO - Epoch(train) [3][ 3300/15807] lr: 2.4993e-04 eta: 1 day, 20:37:22 time: 0.5937 data_time: 0.0013 memory: 12269 loss: 0.2301 loss_ctc: 0.2301 2022/12/27 23:31:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:32:04 - mmengine - INFO - Epoch(train) [3][ 3400/15807] lr: 2.4992e-04 eta: 1 day, 20:35:54 time: 0.5342 data_time: 0.0034 memory: 12269 loss: 0.1998 loss_ctc: 0.1998 2022/12/27 23:32:57 - mmengine - INFO - Epoch(train) [3][ 3500/15807] lr: 2.4992e-04 eta: 1 day, 20:34:22 time: 0.5378 data_time: 0.0025 memory: 12269 loss: 0.1893 loss_ctc: 0.1893 2022/12/27 23:33:50 - mmengine - INFO - Epoch(train) [3][ 3600/15807] lr: 2.4991e-04 eta: 1 day, 20:32:54 time: 0.5382 data_time: 0.0011 memory: 12269 loss: 0.2104 loss_ctc: 0.2104 2022/12/27 23:34:43 - mmengine - INFO - Epoch(train) [3][ 3700/15807] lr: 2.4991e-04 eta: 1 day, 20:31:26 time: 0.5332 data_time: 0.0015 memory: 12269 loss: 0.2114 loss_ctc: 0.2114 2022/12/27 23:35:36 - mmengine - INFO - Epoch(train) [3][ 3800/15807] lr: 2.4990e-04 eta: 1 day, 20:29:59 time: 0.5428 data_time: 0.0035 memory: 12269 loss: 0.2439 loss_ctc: 0.2439 2022/12/27 23:36:30 - mmengine - INFO - Epoch(train) [3][ 3900/15807] lr: 2.4990e-04 eta: 1 day, 20:28:37 time: 0.5376 data_time: 0.0016 memory: 12269 loss: 0.2164 loss_ctc: 0.2164 2022/12/27 23:37:23 - mmengine - INFO - Epoch(train) [3][ 4000/15807] lr: 2.4989e-04 eta: 1 day, 20:27:02 time: 0.5525 data_time: 0.0013 memory: 12269 loss: 0.2169 loss_ctc: 0.2169 2022/12/27 23:38:16 - mmengine - INFO - Epoch(train) [3][ 4100/15807] lr: 2.4989e-04 eta: 1 day, 20:25:37 time: 0.5575 data_time: 0.0012 memory: 12269 loss: 0.1805 loss_ctc: 0.1805 2022/12/27 23:39:08 - mmengine - INFO - Epoch(train) [3][ 4200/15807] lr: 2.4988e-04 eta: 1 day, 20:24:03 time: 0.5340 data_time: 0.0013 memory: 12269 loss: 0.2253 loss_ctc: 0.2253 2022/12/27 23:40:02 - mmengine - INFO - Epoch(train) [3][ 4300/15807] lr: 2.4987e-04 eta: 1 day, 20:22:38 time: 0.5456 data_time: 0.0027 memory: 12269 loss: 0.2115 loss_ctc: 0.2115 2022/12/27 23:40:48 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:40:55 - mmengine - INFO - Epoch(train) [3][ 4400/15807] lr: 2.4987e-04 eta: 1 day, 20:21:12 time: 0.5450 data_time: 0.0012 memory: 12269 loss: 0.1980 loss_ctc: 0.1980 2022/12/27 23:41:48 - mmengine - INFO - Epoch(train) [3][ 4500/15807] lr: 2.4986e-04 eta: 1 day, 20:19:43 time: 0.5597 data_time: 0.0014 memory: 12269 loss: 0.1835 loss_ctc: 0.1835 2022/12/27 23:42:41 - mmengine - INFO - Epoch(train) [3][ 4600/15807] lr: 2.4986e-04 eta: 1 day, 20:18:16 time: 0.5124 data_time: 0.0021 memory: 12269 loss: 0.2021 loss_ctc: 0.2021 2022/12/27 23:43:34 - mmengine - INFO - Epoch(train) [3][ 4700/15807] lr: 2.4985e-04 eta: 1 day, 20:16:51 time: 0.5431 data_time: 0.0012 memory: 12269 loss: 0.2327 loss_ctc: 0.2327 2022/12/27 23:44:28 - mmengine - INFO - Epoch(train) [3][ 4800/15807] lr: 2.4984e-04 eta: 1 day, 20:15:26 time: 0.5234 data_time: 0.0035 memory: 12269 loss: 0.1879 loss_ctc: 0.1879 2022/12/27 23:45:21 - mmengine - INFO - Epoch(train) [3][ 4900/15807] lr: 2.4984e-04 eta: 1 day, 20:14:01 time: 0.5306 data_time: 0.0012 memory: 12269 loss: 0.2184 loss_ctc: 0.2184 2022/12/27 23:46:14 - mmengine - INFO - Epoch(train) [3][ 5000/15807] lr: 2.4983e-04 eta: 1 day, 20:12:34 time: 0.5608 data_time: 0.0022 memory: 12269 loss: 0.2038 loss_ctc: 0.2038 2022/12/27 23:47:07 - mmengine - INFO - Epoch(train) [3][ 5100/15807] lr: 2.4982e-04 eta: 1 day, 20:11:06 time: 0.5421 data_time: 0.0012 memory: 12269 loss: 0.2172 loss_ctc: 0.2172 2022/12/27 23:48:00 - mmengine - INFO - Epoch(train) [3][ 5200/15807] lr: 2.4982e-04 eta: 1 day, 20:09:43 time: 0.5764 data_time: 0.0049 memory: 12269 loss: 0.1974 loss_ctc: 0.1974 2022/12/27 23:48:53 - mmengine - INFO - Epoch(train) [3][ 5300/15807] lr: 2.4981e-04 eta: 1 day, 20:08:16 time: 0.5171 data_time: 0.0013 memory: 12269 loss: 0.2130 loss_ctc: 0.2130 2022/12/27 23:49:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:49:47 - mmengine - INFO - Epoch(train) [3][ 5400/15807] lr: 2.4980e-04 eta: 1 day, 20:06:53 time: 0.5376 data_time: 0.0013 memory: 12269 loss: 0.2464 loss_ctc: 0.2464 2022/12/27 23:50:40 - mmengine - INFO - Epoch(train) [3][ 5500/15807] lr: 2.4979e-04 eta: 1 day, 20:05:27 time: 0.5001 data_time: 0.0013 memory: 12269 loss: 0.2032 loss_ctc: 0.2032 2022/12/27 23:51:33 - mmengine - INFO - Epoch(train) [3][ 5600/15807] lr: 2.4979e-04 eta: 1 day, 20:04:01 time: 0.4993 data_time: 0.0031 memory: 12269 loss: 0.2317 loss_ctc: 0.2317 2022/12/27 23:52:26 - mmengine - INFO - Epoch(train) [3][ 5700/15807] lr: 2.4978e-04 eta: 1 day, 20:02:37 time: 0.5243 data_time: 0.0020 memory: 12269 loss: 0.2237 loss_ctc: 0.2237 2022/12/27 23:53:19 - mmengine - INFO - Epoch(train) [3][ 5800/15807] lr: 2.4977e-04 eta: 1 day, 20:01:14 time: 0.5586 data_time: 0.0013 memory: 12269 loss: 0.2247 loss_ctc: 0.2247 2022/12/27 23:54:11 - mmengine - INFO - Epoch(train) [3][ 5900/15807] lr: 2.4976e-04 eta: 1 day, 19:59:41 time: 0.4952 data_time: 0.0012 memory: 12269 loss: 0.1792 loss_ctc: 0.1792 2022/12/27 23:55:04 - mmengine - INFO - Epoch(train) [3][ 6000/15807] lr: 2.4975e-04 eta: 1 day, 19:58:15 time: 0.5196 data_time: 0.0013 memory: 12269 loss: 0.2437 loss_ctc: 0.2437 2022/12/27 23:55:58 - mmengine - INFO - Epoch(train) [3][ 6100/15807] lr: 2.4975e-04 eta: 1 day, 19:56:53 time: 0.5287 data_time: 0.0040 memory: 12269 loss: 0.2080 loss_ctc: 0.2080 2022/12/27 23:56:50 - mmengine - INFO - Epoch(train) [3][ 6200/15807] lr: 2.4974e-04 eta: 1 day, 19:55:24 time: 0.5245 data_time: 0.0013 memory: 12269 loss: 0.2177 loss_ctc: 0.2177 2022/12/27 23:57:43 - mmengine - INFO - Epoch(train) [3][ 6300/15807] lr: 2.4973e-04 eta: 1 day, 19:53:58 time: 0.5317 data_time: 0.0012 memory: 12269 loss: 0.2565 loss_ctc: 0.2565 2022/12/27 23:58:29 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/27 23:58:36 - mmengine - INFO - Epoch(train) [3][ 6400/15807] lr: 2.4972e-04 eta: 1 day, 19:52:31 time: 0.5223 data_time: 0.0011 memory: 12269 loss: 0.2088 loss_ctc: 0.2088 2022/12/27 23:59:29 - mmengine - INFO - Epoch(train) [3][ 6500/15807] lr: 2.4971e-04 eta: 1 day, 19:51:08 time: 0.5137 data_time: 0.0012 memory: 12269 loss: 0.1960 loss_ctc: 0.1960 2022/12/28 00:00:22 - mmengine - INFO - Epoch(train) [3][ 6600/15807] lr: 2.4970e-04 eta: 1 day, 19:49:46 time: 0.5322 data_time: 0.0020 memory: 12269 loss: 0.2272 loss_ctc: 0.2272 2022/12/28 00:01:15 - mmengine - INFO - Epoch(train) [3][ 6700/15807] lr: 2.4969e-04 eta: 1 day, 19:48:21 time: 0.5315 data_time: 0.0016 memory: 12269 loss: 0.2085 loss_ctc: 0.2085 2022/12/28 00:02:10 - mmengine - INFO - Epoch(train) [3][ 6800/15807] lr: 2.4968e-04 eta: 1 day, 19:47:07 time: 0.5232 data_time: 0.0018 memory: 12269 loss: 0.2193 loss_ctc: 0.2193 2022/12/28 00:03:03 - mmengine - INFO - Epoch(train) [3][ 6900/15807] lr: 2.4967e-04 eta: 1 day, 19:45:45 time: 0.5462 data_time: 0.0037 memory: 12269 loss: 0.2048 loss_ctc: 0.2048 2022/12/28 00:03:56 - mmengine - INFO - Epoch(train) [3][ 7000/15807] lr: 2.4967e-04 eta: 1 day, 19:44:24 time: 0.5688 data_time: 0.0046 memory: 12269 loss: 0.2690 loss_ctc: 0.2690 2022/12/28 00:04:48 - mmengine - INFO - Epoch(train) [3][ 7100/15807] lr: 2.4966e-04 eta: 1 day, 19:42:54 time: 0.5271 data_time: 0.0033 memory: 12269 loss: 0.1886 loss_ctc: 0.1886 2022/12/28 00:05:42 - mmengine - INFO - Epoch(train) [3][ 7200/15807] lr: 2.4965e-04 eta: 1 day, 19:41:34 time: 0.5587 data_time: 0.0037 memory: 12269 loss: 0.1820 loss_ctc: 0.1820 2022/12/28 00:06:34 - mmengine - INFO - Epoch(train) [3][ 7300/15807] lr: 2.4964e-04 eta: 1 day, 19:40:06 time: 0.5273 data_time: 0.0011 memory: 12269 loss: 0.1718 loss_ctc: 0.1718 2022/12/28 00:07:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 00:07:28 - mmengine - INFO - Epoch(train) [3][ 7400/15807] lr: 2.4963e-04 eta: 1 day, 19:38:48 time: 0.5261 data_time: 0.0012 memory: 12269 loss: 0.1869 loss_ctc: 0.1869 2022/12/28 00:08:22 - mmengine - INFO - Epoch(train) [3][ 7500/15807] lr: 2.4962e-04 eta: 1 day, 19:37:30 time: 0.5478 data_time: 0.0013 memory: 12269 loss: 0.2025 loss_ctc: 0.2025 2022/12/28 00:09:15 - mmengine - INFO - Epoch(train) [3][ 7600/15807] lr: 2.4961e-04 eta: 1 day, 19:36:08 time: 0.5441 data_time: 0.0011 memory: 12269 loss: 0.1999 loss_ctc: 0.1999 2022/12/28 00:10:08 - mmengine - INFO - Epoch(train) [3][ 7700/15807] lr: 2.4959e-04 eta: 1 day, 19:34:48 time: 0.5421 data_time: 0.0016 memory: 12269 loss: 0.2327 loss_ctc: 0.2327 2022/12/28 00:11:01 - mmengine - INFO - Epoch(train) [3][ 7800/15807] lr: 2.4958e-04 eta: 1 day, 19:33:26 time: 0.5241 data_time: 0.0045 memory: 12269 loss: 0.2706 loss_ctc: 0.2706 2022/12/28 00:11:54 - mmengine - INFO - Epoch(train) [3][ 7900/15807] lr: 2.4957e-04 eta: 1 day, 19:32:05 time: 0.5607 data_time: 0.0014 memory: 12269 loss: 0.2315 loss_ctc: 0.2315 2022/12/28 00:12:47 - mmengine - INFO - Epoch(train) [3][ 8000/15807] lr: 2.4956e-04 eta: 1 day, 19:30:40 time: 0.5455 data_time: 0.0012 memory: 12269 loss: 0.1699 loss_ctc: 0.1699 2022/12/28 00:13:40 - mmengine - INFO - Epoch(train) [3][ 8100/15807] lr: 2.4955e-04 eta: 1 day, 19:29:17 time: 0.5467 data_time: 0.0014 memory: 12269 loss: 0.1902 loss_ctc: 0.1902 2022/12/28 00:14:32 - mmengine - INFO - Epoch(train) [3][ 8200/15807] lr: 2.4954e-04 eta: 1 day, 19:27:48 time: 0.5085 data_time: 0.0012 memory: 12269 loss: 0.1998 loss_ctc: 0.1998 2022/12/28 00:15:24 - mmengine - INFO - Epoch(train) [3][ 8300/15807] lr: 2.4953e-04 eta: 1 day, 19:26:24 time: 0.5432 data_time: 0.0012 memory: 12269 loss: 0.2159 loss_ctc: 0.2159 2022/12/28 00:16:10 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 00:16:17 - mmengine - INFO - Epoch(train) [3][ 8400/15807] lr: 2.4952e-04 eta: 1 day, 19:25:02 time: 0.4985 data_time: 0.0014 memory: 12269 loss: 0.2253 loss_ctc: 0.2253 2022/12/28 00:17:11 - mmengine - INFO - Epoch(train) [3][ 8500/15807] lr: 2.4951e-04 eta: 1 day, 19:23:44 time: 0.5686 data_time: 0.0011 memory: 12269 loss: 0.2054 loss_ctc: 0.2054 2022/12/28 00:18:03 - mmengine - INFO - Epoch(train) [3][ 8600/15807] lr: 2.4949e-04 eta: 1 day, 19:22:19 time: 0.5522 data_time: 0.0028 memory: 12269 loss: 0.2006 loss_ctc: 0.2006 2022/12/28 00:18:56 - mmengine - INFO - Epoch(train) [3][ 8700/15807] lr: 2.4948e-04 eta: 1 day, 19:20:58 time: 0.5350 data_time: 0.0012 memory: 12269 loss: 0.2654 loss_ctc: 0.2654 2022/12/28 00:19:49 - mmengine - INFO - Epoch(train) [3][ 8800/15807] lr: 2.4947e-04 eta: 1 day, 19:19:36 time: 0.5258 data_time: 0.0014 memory: 12269 loss: 0.1775 loss_ctc: 0.1775 2022/12/28 00:20:42 - mmengine - INFO - Epoch(train) [3][ 8900/15807] lr: 2.4946e-04 eta: 1 day, 19:18:13 time: 0.5261 data_time: 0.0019 memory: 12269 loss: 0.2019 loss_ctc: 0.2019 2022/12/28 00:21:36 - mmengine - INFO - Epoch(train) [3][ 9000/15807] lr: 2.4945e-04 eta: 1 day, 19:16:56 time: 0.5521 data_time: 0.0012 memory: 12269 loss: 0.2135 loss_ctc: 0.2135 2022/12/28 00:22:28 - mmengine - INFO - Epoch(train) [3][ 9100/15807] lr: 2.4943e-04 eta: 1 day, 19:15:34 time: 0.5197 data_time: 0.0027 memory: 12269 loss: 0.2088 loss_ctc: 0.2088 2022/12/28 00:23:22 - mmengine - INFO - Epoch(train) [3][ 9200/15807] lr: 2.4942e-04 eta: 1 day, 19:14:20 time: 0.5352 data_time: 0.0015 memory: 12269 loss: 0.2214 loss_ctc: 0.2214 2022/12/28 00:24:15 - mmengine - INFO - Epoch(train) [3][ 9300/15807] lr: 2.4941e-04 eta: 1 day, 19:12:56 time: 0.5185 data_time: 0.0014 memory: 12269 loss: 0.2056 loss_ctc: 0.2056 2022/12/28 00:25:02 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 00:25:09 - mmengine - INFO - Epoch(train) [3][ 9400/15807] lr: 2.4940e-04 eta: 1 day, 19:11:43 time: 0.5276 data_time: 0.0015 memory: 12269 loss: 0.1813 loss_ctc: 0.1813 2022/12/28 00:26:02 - mmengine - INFO - Epoch(train) [3][ 9500/15807] lr: 2.4938e-04 eta: 1 day, 19:10:21 time: 0.5166 data_time: 0.0011 memory: 12269 loss: 0.1697 loss_ctc: 0.1697 2022/12/28 00:26:54 - mmengine - INFO - Epoch(train) [3][ 9600/15807] lr: 2.4937e-04 eta: 1 day, 19:09:00 time: 0.5276 data_time: 0.0015 memory: 12269 loss: 0.1834 loss_ctc: 0.1834 2022/12/28 00:27:48 - mmengine - INFO - Epoch(train) [3][ 9700/15807] lr: 2.4936e-04 eta: 1 day, 19:07:44 time: 0.5540 data_time: 0.0014 memory: 12269 loss: 0.1725 loss_ctc: 0.1725 2022/12/28 00:28:41 - mmengine - INFO - Epoch(train) [3][ 9800/15807] lr: 2.4934e-04 eta: 1 day, 19:06:21 time: 0.5033 data_time: 0.0013 memory: 12269 loss: 0.1944 loss_ctc: 0.1944 2022/12/28 00:29:34 - mmengine - INFO - Epoch(train) [3][ 9900/15807] lr: 2.4933e-04 eta: 1 day, 19:05:04 time: 0.5232 data_time: 0.0017 memory: 12269 loss: 0.1967 loss_ctc: 0.1967 2022/12/28 00:30:28 - mmengine - INFO - Epoch(train) [3][10000/15807] lr: 2.4932e-04 eta: 1 day, 19:03:51 time: 0.5385 data_time: 0.0014 memory: 12269 loss: 0.2055 loss_ctc: 0.2055 2022/12/28 00:31:21 - mmengine - INFO - Epoch(train) [3][10100/15807] lr: 2.4930e-04 eta: 1 day, 19:02:34 time: 0.5365 data_time: 0.0013 memory: 12269 loss: 0.2254 loss_ctc: 0.2254 2022/12/28 00:32:14 - mmengine - INFO - Epoch(train) [3][10200/15807] lr: 2.4929e-04 eta: 1 day, 19:01:14 time: 0.5363 data_time: 0.0016 memory: 12269 loss: 0.2225 loss_ctc: 0.2225 2022/12/28 00:33:07 - mmengine - INFO - Epoch(train) [3][10300/15807] lr: 2.4928e-04 eta: 1 day, 18:59:54 time: 0.5123 data_time: 0.0013 memory: 12269 loss: 0.2918 loss_ctc: 0.2918 2022/12/28 00:33:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 00:34:00 - mmengine - INFO - Epoch(train) [3][10400/15807] lr: 2.4926e-04 eta: 1 day, 18:58:36 time: 0.5271 data_time: 0.0012 memory: 12269 loss: 0.2329 loss_ctc: 0.2329 2022/12/28 00:34:53 - mmengine - INFO - Epoch(train) [3][10500/15807] lr: 2.4925e-04 eta: 1 day, 18:57:16 time: 0.5289 data_time: 0.0019 memory: 12269 loss: 0.2532 loss_ctc: 0.2532 2022/12/28 00:35:47 - mmengine - INFO - Epoch(train) [3][10600/15807] lr: 2.4923e-04 eta: 1 day, 18:56:01 time: 0.5160 data_time: 0.0013 memory: 12269 loss: 0.2355 loss_ctc: 0.2355 2022/12/28 00:36:40 - mmengine - INFO - Epoch(train) [3][10700/15807] lr: 2.4922e-04 eta: 1 day, 18:54:45 time: 0.5474 data_time: 0.0011 memory: 12269 loss: 0.2107 loss_ctc: 0.2107 2022/12/28 00:37:34 - mmengine - INFO - Epoch(train) [3][10800/15807] lr: 2.4920e-04 eta: 1 day, 18:53:30 time: 0.5417 data_time: 0.0027 memory: 12269 loss: 0.2326 loss_ctc: 0.2326 2022/12/28 00:38:26 - mmengine - INFO - Epoch(train) [3][10900/15807] lr: 2.4919e-04 eta: 1 day, 18:52:09 time: 0.5456 data_time: 0.0016 memory: 12269 loss: 0.1968 loss_ctc: 0.1968 2022/12/28 00:39:19 - mmengine - INFO - Epoch(train) [3][11000/15807] lr: 2.4917e-04 eta: 1 day, 18:50:52 time: 0.5497 data_time: 0.0019 memory: 12269 loss: 0.1850 loss_ctc: 0.1850 2022/12/28 00:40:12 - mmengine - INFO - Epoch(train) [3][11100/15807] lr: 2.4916e-04 eta: 1 day, 18:49:30 time: 0.5218 data_time: 0.0038 memory: 12269 loss: 0.2195 loss_ctc: 0.2195 2022/12/28 00:41:06 - mmengine - INFO - Epoch(train) [3][11200/15807] lr: 2.4914e-04 eta: 1 day, 18:48:17 time: 0.5711 data_time: 0.0012 memory: 12269 loss: 0.2025 loss_ctc: 0.2025 2022/12/28 00:41:59 - mmengine - INFO - Epoch(train) [3][11300/15807] lr: 2.4913e-04 eta: 1 day, 18:47:00 time: 0.5160 data_time: 0.0049 memory: 12269 loss: 0.2074 loss_ctc: 0.2074 2022/12/28 00:42:44 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 00:42:52 - mmengine - INFO - Epoch(train) [3][11400/15807] lr: 2.4911e-04 eta: 1 day, 18:45:42 time: 0.5516 data_time: 0.0014 memory: 12269 loss: 0.1919 loss_ctc: 0.1919 2022/12/28 00:43:45 - mmengine - INFO - Epoch(train) [3][11500/15807] lr: 2.4910e-04 eta: 1 day, 18:44:26 time: 0.5564 data_time: 0.0017 memory: 12269 loss: 0.2052 loss_ctc: 0.2052 2022/12/28 00:44:39 - mmengine - INFO - Epoch(train) [3][11600/15807] lr: 2.4908e-04 eta: 1 day, 18:43:12 time: 0.5455 data_time: 0.0016 memory: 12269 loss: 0.1978 loss_ctc: 0.1978 2022/12/28 00:45:32 - mmengine - INFO - Epoch(train) [3][11700/15807] lr: 2.4907e-04 eta: 1 day, 18:41:59 time: 0.5273 data_time: 0.0012 memory: 12269 loss: 0.2392 loss_ctc: 0.2392 2022/12/28 00:46:25 - mmengine - INFO - Epoch(train) [3][11800/15807] lr: 2.4905e-04 eta: 1 day, 18:40:39 time: 0.5167 data_time: 0.0012 memory: 12269 loss: 0.2113 loss_ctc: 0.2113 2022/12/28 00:47:18 - mmengine - INFO - Epoch(train) [3][11900/15807] lr: 2.4903e-04 eta: 1 day, 18:39:21 time: 0.5880 data_time: 0.0015 memory: 12269 loss: 0.1689 loss_ctc: 0.1689 2022/12/28 00:48:11 - mmengine - INFO - Epoch(train) [3][12000/15807] lr: 2.4902e-04 eta: 1 day, 18:38:03 time: 0.5082 data_time: 0.0015 memory: 12269 loss: 0.2197 loss_ctc: 0.2197 2022/12/28 00:49:05 - mmengine - INFO - Epoch(train) [3][12100/15807] lr: 2.4900e-04 eta: 1 day, 18:36:52 time: 0.5870 data_time: 0.0012 memory: 12269 loss: 0.2144 loss_ctc: 0.2144 2022/12/28 00:49:58 - mmengine - INFO - Epoch(train) [3][12200/15807] lr: 2.4898e-04 eta: 1 day, 18:35:37 time: 0.5197 data_time: 0.0046 memory: 12269 loss: 0.2240 loss_ctc: 0.2240 2022/12/28 00:50:51 - mmengine - INFO - Epoch(train) [3][12300/15807] lr: 2.4897e-04 eta: 1 day, 18:34:20 time: 0.5156 data_time: 0.0013 memory: 12269 loss: 0.2341 loss_ctc: 0.2341 2022/12/28 00:51:36 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 00:51:44 - mmengine - INFO - Epoch(train) [3][12400/15807] lr: 2.4895e-04 eta: 1 day, 18:33:02 time: 0.5367 data_time: 0.0012 memory: 12269 loss: 0.2099 loss_ctc: 0.2099 2022/12/28 00:52:36 - mmengine - INFO - Epoch(train) [3][12500/15807] lr: 2.4893e-04 eta: 1 day, 18:31:44 time: 0.5026 data_time: 0.0032 memory: 12269 loss: 0.2050 loss_ctc: 0.2050 2022/12/28 00:53:30 - mmengine - INFO - Epoch(train) [3][12600/15807] lr: 2.4892e-04 eta: 1 day, 18:30:28 time: 0.5343 data_time: 0.0013 memory: 12269 loss: 0.2262 loss_ctc: 0.2262 2022/12/28 00:54:23 - mmengine - INFO - Epoch(train) [3][12700/15807] lr: 2.4890e-04 eta: 1 day, 18:29:13 time: 0.5094 data_time: 0.0024 memory: 12269 loss: 0.1772 loss_ctc: 0.1772 2022/12/28 00:55:15 - mmengine - INFO - Epoch(train) [3][12800/15807] lr: 2.4888e-04 eta: 1 day, 18:27:54 time: 0.5210 data_time: 0.0012 memory: 12269 loss: 0.2034 loss_ctc: 0.2034 2022/12/28 00:56:09 - mmengine - INFO - Epoch(train) [3][12900/15807] lr: 2.4886e-04 eta: 1 day, 18:26:41 time: 0.5336 data_time: 0.0011 memory: 12269 loss: 0.2055 loss_ctc: 0.2055 2022/12/28 00:57:01 - mmengine - INFO - Epoch(train) [3][13000/15807] lr: 2.4885e-04 eta: 1 day, 18:25:22 time: 0.4806 data_time: 0.0017 memory: 12269 loss: 0.2106 loss_ctc: 0.2106 2022/12/28 00:57:54 - mmengine - INFO - Epoch(train) [3][13100/15807] lr: 2.4883e-04 eta: 1 day, 18:24:02 time: 0.4989 data_time: 0.0012 memory: 12269 loss: 0.2429 loss_ctc: 0.2429 2022/12/28 00:58:47 - mmengine - INFO - Epoch(train) [3][13200/15807] lr: 2.4881e-04 eta: 1 day, 18:22:45 time: 0.5415 data_time: 0.0012 memory: 12269 loss: 0.2650 loss_ctc: 0.2650 2022/12/28 00:59:40 - mmengine - INFO - Epoch(train) [3][13300/15807] lr: 2.4879e-04 eta: 1 day, 18:21:31 time: 0.5767 data_time: 0.0012 memory: 12269 loss: 0.2426 loss_ctc: 0.2426 2022/12/28 01:00:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:00:34 - mmengine - INFO - Epoch(train) [3][13400/15807] lr: 2.4877e-04 eta: 1 day, 18:20:20 time: 0.5322 data_time: 0.0015 memory: 12269 loss: 0.2305 loss_ctc: 0.2305 2022/12/28 01:01:28 - mmengine - INFO - Epoch(train) [3][13500/15807] lr: 2.4876e-04 eta: 1 day, 18:19:13 time: 0.5365 data_time: 0.0014 memory: 12269 loss: 0.1972 loss_ctc: 0.1972 2022/12/28 01:02:21 - mmengine - INFO - Epoch(train) [3][13600/15807] lr: 2.4874e-04 eta: 1 day, 18:17:56 time: 0.5386 data_time: 0.0015 memory: 12269 loss: 0.2080 loss_ctc: 0.2080 2022/12/28 01:03:15 - mmengine - INFO - Epoch(train) [3][13700/15807] lr: 2.4872e-04 eta: 1 day, 18:16:46 time: 0.5392 data_time: 0.0021 memory: 12269 loss: 0.2000 loss_ctc: 0.2000 2022/12/28 01:04:08 - mmengine - INFO - Epoch(train) [3][13800/15807] lr: 2.4870e-04 eta: 1 day, 18:15:30 time: 0.5028 data_time: 0.0012 memory: 12269 loss: 0.2123 loss_ctc: 0.2123 2022/12/28 01:05:02 - mmengine - INFO - Epoch(train) [3][13900/15807] lr: 2.4868e-04 eta: 1 day, 18:14:22 time: 0.5421 data_time: 0.0023 memory: 12269 loss: 0.1984 loss_ctc: 0.1984 2022/12/28 01:05:55 - mmengine - INFO - Epoch(train) [3][14000/15807] lr: 2.4866e-04 eta: 1 day, 18:13:06 time: 0.5461 data_time: 0.0016 memory: 12269 loss: 0.2191 loss_ctc: 0.2191 2022/12/28 01:06:48 - mmengine - INFO - Epoch(train) [3][14100/15807] lr: 2.4864e-04 eta: 1 day, 18:11:51 time: 0.5263 data_time: 0.0058 memory: 12269 loss: 0.2519 loss_ctc: 0.2519 2022/12/28 01:07:41 - mmengine - INFO - Epoch(train) [3][14200/15807] lr: 2.4862e-04 eta: 1 day, 18:10:36 time: 0.5195 data_time: 0.0011 memory: 12269 loss: 0.2440 loss_ctc: 0.2440 2022/12/28 01:08:34 - mmengine - INFO - Epoch(train) [3][14300/15807] lr: 2.4860e-04 eta: 1 day, 18:09:21 time: 0.4972 data_time: 0.0016 memory: 12269 loss: 0.2425 loss_ctc: 0.2425 2022/12/28 01:09:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:09:27 - mmengine - INFO - Epoch(train) [3][14400/15807] lr: 2.4858e-04 eta: 1 day, 18:08:09 time: 0.5517 data_time: 0.0012 memory: 12269 loss: 0.2174 loss_ctc: 0.2174 2022/12/28 01:10:20 - mmengine - INFO - Epoch(train) [3][14500/15807] lr: 2.4857e-04 eta: 1 day, 18:06:55 time: 0.5240 data_time: 0.0020 memory: 12269 loss: 0.2656 loss_ctc: 0.2656 2022/12/28 01:11:13 - mmengine - INFO - Epoch(train) [3][14600/15807] lr: 2.4855e-04 eta: 1 day, 18:05:38 time: 0.5061 data_time: 0.0012 memory: 12269 loss: 0.2294 loss_ctc: 0.2294 2022/12/28 01:12:06 - mmengine - INFO - Epoch(train) [3][14700/15807] lr: 2.4853e-04 eta: 1 day, 18:04:26 time: 0.5253 data_time: 0.0015 memory: 12269 loss: 0.2342 loss_ctc: 0.2342 2022/12/28 01:13:00 - mmengine - INFO - Epoch(train) [3][14800/15807] lr: 2.4851e-04 eta: 1 day, 18:03:18 time: 0.5354 data_time: 0.0013 memory: 12269 loss: 0.2058 loss_ctc: 0.2058 2022/12/28 01:13:53 - mmengine - INFO - Epoch(train) [3][14900/15807] lr: 2.4849e-04 eta: 1 day, 18:02:02 time: 0.5084 data_time: 0.0069 memory: 12269 loss: 0.1940 loss_ctc: 0.1940 2022/12/28 01:14:46 - mmengine - INFO - Epoch(train) [3][15000/15807] lr: 2.4846e-04 eta: 1 day, 18:00:48 time: 0.5077 data_time: 0.0013 memory: 12269 loss: 0.2196 loss_ctc: 0.2196 2022/12/28 01:15:40 - mmengine - INFO - Epoch(train) [3][15100/15807] lr: 2.4844e-04 eta: 1 day, 17:59:36 time: 0.5672 data_time: 0.0076 memory: 12269 loss: 0.2523 loss_ctc: 0.2523 2022/12/28 01:16:32 - mmengine - INFO - Epoch(train) [3][15200/15807] lr: 2.4842e-04 eta: 1 day, 17:58:21 time: 0.4962 data_time: 0.0014 memory: 12269 loss: 0.2378 loss_ctc: 0.2378 2022/12/28 01:17:25 - mmengine - INFO - Epoch(train) [3][15300/15807] lr: 2.4840e-04 eta: 1 day, 17:57:07 time: 0.5888 data_time: 0.0012 memory: 12269 loss: 0.1723 loss_ctc: 0.1723 2022/12/28 01:18:11 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:18:18 - mmengine - INFO - Epoch(train) [3][15400/15807] lr: 2.4838e-04 eta: 1 day, 17:55:52 time: 0.5164 data_time: 0.0033 memory: 12269 loss: 0.2231 loss_ctc: 0.2231 2022/12/28 01:19:10 - mmengine - INFO - Epoch(train) [3][15500/15807] lr: 2.4836e-04 eta: 1 day, 17:54:34 time: 0.5407 data_time: 0.0015 memory: 12269 loss: 0.2452 loss_ctc: 0.2452 2022/12/28 01:20:04 - mmengine - INFO - Epoch(train) [3][15600/15807] lr: 2.4834e-04 eta: 1 day, 17:53:21 time: 0.5091 data_time: 0.0012 memory: 12269 loss: 0.2526 loss_ctc: 0.2526 2022/12/28 01:20:56 - mmengine - INFO - Epoch(train) [3][15700/15807] lr: 2.4832e-04 eta: 1 day, 17:52:07 time: 0.5305 data_time: 0.0012 memory: 12269 loss: 0.2532 loss_ctc: 0.2532 2022/12/28 01:21:48 - mmengine - INFO - Epoch(train) [3][15800/15807] lr: 2.4830e-04 eta: 1 day, 17:50:42 time: 0.4729 data_time: 0.0010 memory: 12269 loss: 0.2293 loss_ctc: 0.2293 2022/12/28 01:21:51 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:21:51 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/12/28 01:21:58 - mmengine - INFO - Epoch(val) [3][8/8] CUTE80/recog/word_acc: 0.1597 CUTE80/recog/word_acc_ignore_case: 0.8021 CUTE80/recog/word_acc_ignore_case_symbol: 0.8021 IIIT5K/recog/word_acc: 0.0627 IIIT5K/recog/word_acc_ignore_case: 0.8330 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8330 SVT/recog/word_acc: 0.8624 SVT/recog/word_acc_ignore_case: 0.8624 SVT/recog/word_acc_ignore_case_symbol: 0.8624 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.7783 SVTP/recog/word_acc_ignore_case_symbol: 0.7783 IC13/recog/word_acc: 0.2798 IC13/recog/word_acc_ignore_case: 0.9034 IC13/recog/word_acc_ignore_case_symbol: 0.9034 IC15/recog/word_acc: 0.1093 IC15/recog/word_acc_ignore_case: 0.6798 IC15/recog/word_acc_ignore_case_symbol: 0.6909 CUTE80/recog/char_recall: 0.9260 CUTE80/recog/char_precision: 0.9354 IIIT5K/recog/char_recall: 0.9751 IIIT5K/recog/char_precision: 0.9067 SVT/recog/char_recall: 0.9642 SVT/recog/char_precision: 0.9601 SVTP/recog/char_recall: 0.9192 SVTP/recog/char_precision: 0.9436 IC13/recog/char_recall: 0.9802 IC13/recog/char_precision: 0.9712 IC15/recog/char_recall: 0.9063 IC15/recog/char_precision: 0.8870 2022/12/28 01:22:57 - mmengine - INFO - Epoch(train) [4][ 100/15807] lr: 2.4827e-04 eta: 1 day, 17:49:53 time: 0.5540 data_time: 0.0015 memory: 12269 loss: 0.2345 loss_ctc: 0.2345 2022/12/28 01:23:50 - mmengine - INFO - Epoch(train) [4][ 200/15807] lr: 2.4825e-04 eta: 1 day, 17:48:40 time: 0.5265 data_time: 0.0013 memory: 12269 loss: 0.2513 loss_ctc: 0.2513 2022/12/28 01:24:43 - mmengine - INFO - Epoch(train) [4][ 300/15807] lr: 2.4823e-04 eta: 1 day, 17:47:28 time: 0.5591 data_time: 0.0012 memory: 12269 loss: 0.2510 loss_ctc: 0.2510 2022/12/28 01:25:36 - mmengine - INFO - Epoch(train) [4][ 400/15807] lr: 2.4821e-04 eta: 1 day, 17:46:15 time: 0.4983 data_time: 0.0016 memory: 12269 loss: 0.1972 loss_ctc: 0.1972 2022/12/28 01:26:29 - mmengine - INFO - Epoch(train) [4][ 500/15807] lr: 2.4819e-04 eta: 1 day, 17:45:03 time: 0.5235 data_time: 0.0011 memory: 12269 loss: 0.1695 loss_ctc: 0.1695 2022/12/28 01:27:11 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:27:23 - mmengine - INFO - Epoch(train) [4][ 600/15807] lr: 2.4816e-04 eta: 1 day, 17:43:51 time: 0.4814 data_time: 0.0013 memory: 12269 loss: 0.2314 loss_ctc: 0.2314 2022/12/28 01:28:16 - mmengine - INFO - Epoch(train) [4][ 700/15807] lr: 2.4814e-04 eta: 1 day, 17:42:40 time: 0.5309 data_time: 0.0021 memory: 12269 loss: 0.2672 loss_ctc: 0.2672 2022/12/28 01:29:09 - mmengine - INFO - Epoch(train) [4][ 800/15807] lr: 2.4812e-04 eta: 1 day, 17:41:29 time: 0.5509 data_time: 0.0015 memory: 12269 loss: 0.2538 loss_ctc: 0.2538 2022/12/28 01:30:02 - mmengine - INFO - Epoch(train) [4][ 900/15807] lr: 2.4810e-04 eta: 1 day, 17:40:17 time: 0.5132 data_time: 0.0012 memory: 12269 loss: 0.2216 loss_ctc: 0.2216 2022/12/28 01:30:56 - mmengine - INFO - Epoch(train) [4][ 1000/15807] lr: 2.4807e-04 eta: 1 day, 17:39:06 time: 0.5151 data_time: 0.0036 memory: 12269 loss: 0.2195 loss_ctc: 0.2195 2022/12/28 01:31:49 - mmengine - INFO - Epoch(train) [4][ 1100/15807] lr: 2.4805e-04 eta: 1 day, 17:37:55 time: 0.5245 data_time: 0.0013 memory: 12269 loss: 0.2704 loss_ctc: 0.2704 2022/12/28 01:32:43 - mmengine - INFO - Epoch(train) [4][ 1200/15807] lr: 2.4803e-04 eta: 1 day, 17:36:47 time: 0.5464 data_time: 0.0023 memory: 12269 loss: 0.1821 loss_ctc: 0.1821 2022/12/28 01:33:35 - mmengine - INFO - Epoch(train) [4][ 1300/15807] lr: 2.4800e-04 eta: 1 day, 17:35:28 time: 0.4970 data_time: 0.0016 memory: 12269 loss: 0.2164 loss_ctc: 0.2164 2022/12/28 01:34:28 - mmengine - INFO - Epoch(train) [4][ 1400/15807] lr: 2.4798e-04 eta: 1 day, 17:34:15 time: 0.5480 data_time: 0.0023 memory: 12269 loss: 0.2228 loss_ctc: 0.2228 2022/12/28 01:35:21 - mmengine - INFO - Epoch(train) [4][ 1500/15807] lr: 2.4796e-04 eta: 1 day, 17:33:05 time: 0.5254 data_time: 0.0018 memory: 12269 loss: 0.1773 loss_ctc: 0.1773 2022/12/28 01:36:03 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:36:14 - mmengine - INFO - Epoch(train) [4][ 1600/15807] lr: 2.4793e-04 eta: 1 day, 17:31:50 time: 0.5273 data_time: 0.0013 memory: 12269 loss: 0.1939 loss_ctc: 0.1939 2022/12/28 01:37:07 - mmengine - INFO - Epoch(train) [4][ 1700/15807] lr: 2.4791e-04 eta: 1 day, 17:30:38 time: 0.5337 data_time: 0.0048 memory: 12269 loss: 0.2017 loss_ctc: 0.2017 2022/12/28 01:38:00 - mmengine - INFO - Epoch(train) [4][ 1800/15807] lr: 2.4789e-04 eta: 1 day, 17:29:27 time: 0.5218 data_time: 0.0015 memory: 12269 loss: 0.2000 loss_ctc: 0.2000 2022/12/28 01:38:53 - mmengine - INFO - Epoch(train) [4][ 1900/15807] lr: 2.4786e-04 eta: 1 day, 17:28:19 time: 0.5760 data_time: 0.0027 memory: 12269 loss: 0.1511 loss_ctc: 0.1511 2022/12/28 01:39:45 - mmengine - INFO - Epoch(train) [4][ 2000/15807] lr: 2.4784e-04 eta: 1 day, 17:27:00 time: 0.5123 data_time: 0.0017 memory: 12269 loss: 0.1885 loss_ctc: 0.1885 2022/12/28 01:40:39 - mmengine - INFO - Epoch(train) [4][ 2100/15807] lr: 2.4781e-04 eta: 1 day, 17:25:51 time: 0.5443 data_time: 0.0013 memory: 12269 loss: 0.2139 loss_ctc: 0.2139 2022/12/28 01:41:31 - mmengine - INFO - Epoch(train) [4][ 2200/15807] lr: 2.4779e-04 eta: 1 day, 17:24:38 time: 0.4856 data_time: 0.0017 memory: 12269 loss: 0.1906 loss_ctc: 0.1906 2022/12/28 01:42:24 - mmengine - INFO - Epoch(train) [4][ 2300/15807] lr: 2.4776e-04 eta: 1 day, 17:23:24 time: 0.5517 data_time: 0.0014 memory: 12269 loss: 0.2394 loss_ctc: 0.2394 2022/12/28 01:43:17 - mmengine - INFO - Epoch(train) [4][ 2400/15807] lr: 2.4774e-04 eta: 1 day, 17:22:15 time: 0.5329 data_time: 0.0012 memory: 12269 loss: 0.2074 loss_ctc: 0.2074 2022/12/28 01:44:10 - mmengine - INFO - Epoch(train) [4][ 2500/15807] lr: 2.4772e-04 eta: 1 day, 17:21:01 time: 0.5274 data_time: 0.0018 memory: 12269 loss: 0.2186 loss_ctc: 0.2186 2022/12/28 01:44:52 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:45:04 - mmengine - INFO - Epoch(train) [4][ 2600/15807] lr: 2.4769e-04 eta: 1 day, 17:19:52 time: 0.5352 data_time: 0.0011 memory: 12269 loss: 0.2155 loss_ctc: 0.2155 2022/12/28 01:45:56 - mmengine - INFO - Epoch(train) [4][ 2700/15807] lr: 2.4767e-04 eta: 1 day, 17:18:39 time: 0.5287 data_time: 0.0031 memory: 12269 loss: 0.2023 loss_ctc: 0.2023 2022/12/28 01:46:50 - mmengine - INFO - Epoch(train) [4][ 2800/15807] lr: 2.4764e-04 eta: 1 day, 17:17:33 time: 0.5672 data_time: 0.0012 memory: 12269 loss: 0.2124 loss_ctc: 0.2124 2022/12/28 01:47:43 - mmengine - INFO - Epoch(train) [4][ 2900/15807] lr: 2.4761e-04 eta: 1 day, 17:16:18 time: 0.5114 data_time: 0.0012 memory: 12269 loss: 0.2272 loss_ctc: 0.2272 2022/12/28 01:48:36 - mmengine - INFO - Epoch(train) [4][ 3000/15807] lr: 2.4759e-04 eta: 1 day, 17:15:10 time: 0.5538 data_time: 0.0014 memory: 12269 loss: 0.1695 loss_ctc: 0.1695 2022/12/28 01:49:29 - mmengine - INFO - Epoch(train) [4][ 3100/15807] lr: 2.4756e-04 eta: 1 day, 17:13:55 time: 0.5087 data_time: 0.0034 memory: 12269 loss: 0.1749 loss_ctc: 0.1749 2022/12/28 01:50:22 - mmengine - INFO - Epoch(train) [4][ 3200/15807] lr: 2.4754e-04 eta: 1 day, 17:12:47 time: 0.5345 data_time: 0.0059 memory: 12269 loss: 0.2067 loss_ctc: 0.2067 2022/12/28 01:51:15 - mmengine - INFO - Epoch(train) [4][ 3300/15807] lr: 2.4751e-04 eta: 1 day, 17:11:37 time: 0.4954 data_time: 0.0018 memory: 12269 loss: 0.2079 loss_ctc: 0.2079 2022/12/28 01:52:09 - mmengine - INFO - Epoch(train) [4][ 3400/15807] lr: 2.4749e-04 eta: 1 day, 17:10:29 time: 0.5313 data_time: 0.0011 memory: 12269 loss: 0.2208 loss_ctc: 0.2208 2022/12/28 01:53:01 - mmengine - INFO - Epoch(train) [4][ 3500/15807] lr: 2.4746e-04 eta: 1 day, 17:09:16 time: 0.5050 data_time: 0.0031 memory: 12269 loss: 0.2080 loss_ctc: 0.2080 2022/12/28 01:53:43 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 01:53:54 - mmengine - INFO - Epoch(train) [4][ 3600/15807] lr: 2.4743e-04 eta: 1 day, 17:08:04 time: 0.5057 data_time: 0.0016 memory: 12269 loss: 0.1805 loss_ctc: 0.1805 2022/12/28 01:54:47 - mmengine - INFO - Epoch(train) [4][ 3700/15807] lr: 2.4741e-04 eta: 1 day, 17:06:50 time: 0.5091 data_time: 0.0013 memory: 12269 loss: 0.1935 loss_ctc: 0.1935 2022/12/28 01:55:40 - mmengine - INFO - Epoch(train) [4][ 3800/15807] lr: 2.4738e-04 eta: 1 day, 17:05:43 time: 0.5196 data_time: 0.0012 memory: 12269 loss: 0.2003 loss_ctc: 0.2003 2022/12/28 01:56:32 - mmengine - INFO - Epoch(train) [4][ 3900/15807] lr: 2.4735e-04 eta: 1 day, 17:04:28 time: 0.4963 data_time: 0.0015 memory: 12269 loss: 0.2156 loss_ctc: 0.2156 2022/12/28 01:57:25 - mmengine - INFO - Epoch(train) [4][ 4000/15807] lr: 2.4733e-04 eta: 1 day, 17:03:17 time: 0.5355 data_time: 0.0014 memory: 12269 loss: 0.2446 loss_ctc: 0.2446 2022/12/28 01:58:18 - mmengine - INFO - Epoch(train) [4][ 4100/15807] lr: 2.4730e-04 eta: 1 day, 17:02:05 time: 0.4974 data_time: 0.0012 memory: 12269 loss: 0.2191 loss_ctc: 0.2191 2022/12/28 01:59:11 - mmengine - INFO - Epoch(train) [4][ 4200/15807] lr: 2.4727e-04 eta: 1 day, 17:00:56 time: 0.5557 data_time: 0.0013 memory: 12269 loss: 0.2135 loss_ctc: 0.2135 2022/12/28 02:00:05 - mmengine - INFO - Epoch(train) [4][ 4300/15807] lr: 2.4725e-04 eta: 1 day, 16:59:48 time: 0.5424 data_time: 0.0066 memory: 12269 loss: 0.2164 loss_ctc: 0.2164 2022/12/28 02:00:59 - mmengine - INFO - Epoch(train) [4][ 4400/15807] lr: 2.4722e-04 eta: 1 day, 16:58:46 time: 0.5546 data_time: 0.0011 memory: 12269 loss: 0.2176 loss_ctc: 0.2176 2022/12/28 02:01:53 - mmengine - INFO - Epoch(train) [4][ 4500/15807] lr: 2.4719e-04 eta: 1 day, 16:57:37 time: 0.4887 data_time: 0.0028 memory: 12269 loss: 0.2398 loss_ctc: 0.2398 2022/12/28 02:02:34 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 02:02:45 - mmengine - INFO - Epoch(train) [4][ 4600/15807] lr: 2.4716e-04 eta: 1 day, 16:56:25 time: 0.5605 data_time: 0.0021 memory: 12269 loss: 0.1729 loss_ctc: 0.1729 2022/12/28 02:03:38 - mmengine - INFO - Epoch(train) [4][ 4700/15807] lr: 2.4714e-04 eta: 1 day, 16:55:13 time: 0.5049 data_time: 0.0013 memory: 12269 loss: 0.2110 loss_ctc: 0.2110 2022/12/28 02:04:30 - mmengine - INFO - Epoch(train) [4][ 4800/15807] lr: 2.4711e-04 eta: 1 day, 16:54:00 time: 0.5379 data_time: 0.0028 memory: 12269 loss: 0.2126 loss_ctc: 0.2126 2022/12/28 02:05:24 - mmengine - INFO - Epoch(train) [4][ 4900/15807] lr: 2.4708e-04 eta: 1 day, 16:52:53 time: 0.5606 data_time: 0.0012 memory: 12269 loss: 0.1645 loss_ctc: 0.1645 2022/12/28 02:06:16 - mmengine - INFO - Epoch(train) [4][ 5000/15807] lr: 2.4705e-04 eta: 1 day, 16:51:40 time: 0.5022 data_time: 0.0025 memory: 12269 loss: 0.2068 loss_ctc: 0.2068 2022/12/28 02:07:10 - mmengine - INFO - Epoch(train) [4][ 5100/15807] lr: 2.4702e-04 eta: 1 day, 16:50:32 time: 0.5269 data_time: 0.0013 memory: 12269 loss: 0.1926 loss_ctc: 0.1926 2022/12/28 02:08:03 - mmengine - INFO - Epoch(train) [4][ 5200/15807] lr: 2.4699e-04 eta: 1 day, 16:49:25 time: 0.5129 data_time: 0.0012 memory: 12269 loss: 0.2026 loss_ctc: 0.2026 2022/12/28 02:08:56 - mmengine - INFO - Epoch(train) [4][ 5300/15807] lr: 2.4697e-04 eta: 1 day, 16:48:14 time: 0.5305 data_time: 0.0018 memory: 12269 loss: 0.2058 loss_ctc: 0.2058 2022/12/28 02:09:50 - mmengine - INFO - Epoch(train) [4][ 5400/15807] lr: 2.4694e-04 eta: 1 day, 16:47:08 time: 0.5257 data_time: 0.0020 memory: 12269 loss: 0.1852 loss_ctc: 0.1852 2022/12/28 02:10:43 - mmengine - INFO - Epoch(train) [4][ 5500/15807] lr: 2.4691e-04 eta: 1 day, 16:45:59 time: 0.5569 data_time: 0.0015 memory: 12269 loss: 0.2301 loss_ctc: 0.2301 2022/12/28 02:11:25 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 02:11:35 - mmengine - INFO - Epoch(train) [4][ 5600/15807] lr: 2.4688e-04 eta: 1 day, 16:44:48 time: 0.5334 data_time: 0.0012 memory: 12269 loss: 0.2117 loss_ctc: 0.2117 2022/12/28 02:12:29 - mmengine - INFO - Epoch(train) [4][ 5700/15807] lr: 2.4685e-04 eta: 1 day, 16:43:42 time: 0.5832 data_time: 0.0013 memory: 12269 loss: 0.2261 loss_ctc: 0.2261 2022/12/28 02:13:22 - mmengine - INFO - Epoch(train) [4][ 5800/15807] lr: 2.4682e-04 eta: 1 day, 16:42:32 time: 0.4927 data_time: 0.0055 memory: 12269 loss: 0.1903 loss_ctc: 0.1903 2022/12/28 02:14:16 - mmengine - INFO - Epoch(train) [4][ 5900/15807] lr: 2.4679e-04 eta: 1 day, 16:41:28 time: 0.5518 data_time: 0.0017 memory: 12269 loss: 0.2065 loss_ctc: 0.2065 2022/12/28 02:15:08 - mmengine - INFO - Epoch(train) [4][ 6000/15807] lr: 2.4676e-04 eta: 1 day, 16:40:15 time: 0.5340 data_time: 0.0011 memory: 12269 loss: 0.1996 loss_ctc: 0.1996 2022/12/28 02:16:01 - mmengine - INFO - Epoch(train) [4][ 6100/15807] lr: 2.4673e-04 eta: 1 day, 16:39:06 time: 0.5198 data_time: 0.0013 memory: 12269 loss: 0.1909 loss_ctc: 0.1909 2022/12/28 02:16:55 - mmengine - INFO - Epoch(train) [4][ 6200/15807] lr: 2.4670e-04 eta: 1 day, 16:38:01 time: 0.5116 data_time: 0.0015 memory: 12269 loss: 0.2238 loss_ctc: 0.2238 2022/12/28 02:17:49 - mmengine - INFO - Epoch(train) [4][ 6300/15807] lr: 2.4667e-04 eta: 1 day, 16:36:54 time: 0.4942 data_time: 0.0019 memory: 12269 loss: 0.1706 loss_ctc: 0.1706 2022/12/28 02:18:43 - mmengine - INFO - Epoch(train) [4][ 6400/15807] lr: 2.4664e-04 eta: 1 day, 16:35:50 time: 0.5303 data_time: 0.0015 memory: 12269 loss: 0.1922 loss_ctc: 0.1922 2022/12/28 02:19:36 - mmengine - INFO - Epoch(train) [4][ 6500/15807] lr: 2.4661e-04 eta: 1 day, 16:34:42 time: 0.5262 data_time: 0.0012 memory: 12269 loss: 0.2505 loss_ctc: 0.2505 2022/12/28 02:20:18 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 02:20:29 - mmengine - INFO - Epoch(train) [4][ 6600/15807] lr: 2.4658e-04 eta: 1 day, 16:33:32 time: 0.5343 data_time: 0.0014 memory: 12269 loss: 0.2148 loss_ctc: 0.2148 2022/12/28 02:21:22 - mmengine - INFO - Epoch(train) [4][ 6700/15807] lr: 2.4655e-04 eta: 1 day, 16:32:27 time: 0.5432 data_time: 0.0019 memory: 12269 loss: 0.1856 loss_ctc: 0.1856 2022/12/28 02:22:16 - mmengine - INFO - Epoch(train) [4][ 6800/15807] lr: 2.4652e-04 eta: 1 day, 16:31:20 time: 0.5005 data_time: 0.0015 memory: 12269 loss: 0.1982 loss_ctc: 0.1982 2022/12/28 02:23:09 - mmengine - INFO - Epoch(train) [4][ 6900/15807] lr: 2.4649e-04 eta: 1 day, 16:30:10 time: 0.5261 data_time: 0.0014 memory: 12269 loss: 0.1815 loss_ctc: 0.1815 2022/12/28 02:24:02 - mmengine - INFO - Epoch(train) [4][ 7000/15807] lr: 2.4646e-04 eta: 1 day, 16:29:03 time: 0.5124 data_time: 0.0013 memory: 12269 loss: 0.2037 loss_ctc: 0.2037 2022/12/28 02:24:55 - mmengine - INFO - Epoch(train) [4][ 7100/15807] lr: 2.4643e-04 eta: 1 day, 16:27:53 time: 0.4893 data_time: 0.0012 memory: 12269 loss: 0.2075 loss_ctc: 0.2075 2022/12/28 02:25:48 - mmengine - INFO - Epoch(train) [4][ 7200/15807] lr: 2.4640e-04 eta: 1 day, 16:26:46 time: 0.5342 data_time: 0.0015 memory: 12269 loss: 0.1920 loss_ctc: 0.1920 2022/12/28 02:26:41 - mmengine - INFO - Epoch(train) [4][ 7300/15807] lr: 2.4637e-04 eta: 1 day, 16:25:39 time: 0.5040 data_time: 0.0011 memory: 12269 loss: 0.1944 loss_ctc: 0.1944 2022/12/28 02:27:35 - mmengine - INFO - Epoch(train) [4][ 7400/15807] lr: 2.4634e-04 eta: 1 day, 16:24:34 time: 0.5548 data_time: 0.0013 memory: 12269 loss: 0.1923 loss_ctc: 0.1923 2022/12/28 02:28:27 - mmengine - INFO - Epoch(train) [4][ 7500/15807] lr: 2.4630e-04 eta: 1 day, 16:23:21 time: 0.5258 data_time: 0.0012 memory: 12269 loss: 0.2235 loss_ctc: 0.2235 2022/12/28 02:29:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 02:29:20 - mmengine - INFO - Epoch(train) [4][ 7600/15807] lr: 2.4627e-04 eta: 1 day, 16:22:14 time: 0.5119 data_time: 0.0061 memory: 12269 loss: 0.1695 loss_ctc: 0.1695 2022/12/28 02:30:13 - mmengine - INFO - Epoch(train) [4][ 7700/15807] lr: 2.4624e-04 eta: 1 day, 16:21:05 time: 0.4770 data_time: 0.0014 memory: 12269 loss: 0.1672 loss_ctc: 0.1672 2022/12/28 02:31:06 - mmengine - INFO - Epoch(train) [4][ 7800/15807] lr: 2.4621e-04 eta: 1 day, 16:19:56 time: 0.5223 data_time: 0.0012 memory: 12269 loss: 0.1874 loss_ctc: 0.1874 2022/12/28 02:31:59 - mmengine - INFO - Epoch(train) [4][ 7900/15807] lr: 2.4618e-04 eta: 1 day, 16:18:48 time: 0.5161 data_time: 0.0013 memory: 12269 loss: 0.2111 loss_ctc: 0.2111 2022/12/28 02:32:52 - mmengine - INFO - Epoch(train) [4][ 8000/15807] lr: 2.4614e-04 eta: 1 day, 16:17:42 time: 0.5057 data_time: 0.0013 memory: 12269 loss: 0.1531 loss_ctc: 0.1531 2022/12/28 02:33:45 - mmengine - INFO - Epoch(train) [4][ 8100/15807] lr: 2.4611e-04 eta: 1 day, 16:16:32 time: 0.5446 data_time: 0.0015 memory: 12269 loss: 0.1930 loss_ctc: 0.1930 2022/12/28 02:34:39 - mmengine - INFO - Epoch(train) [4][ 8200/15807] lr: 2.4608e-04 eta: 1 day, 16:15:28 time: 0.5361 data_time: 0.0013 memory: 12269 loss: 0.2356 loss_ctc: 0.2356 2022/12/28 02:35:32 - mmengine - INFO - Epoch(train) [4][ 8300/15807] lr: 2.4605e-04 eta: 1 day, 16:14:19 time: 0.5198 data_time: 0.0012 memory: 12269 loss: 0.1807 loss_ctc: 0.1807 2022/12/28 02:36:25 - mmengine - INFO - Epoch(train) [4][ 8400/15807] lr: 2.4601e-04 eta: 1 day, 16:13:11 time: 0.5281 data_time: 0.0030 memory: 12269 loss: 0.1956 loss_ctc: 0.1956 2022/12/28 02:37:19 - mmengine - INFO - Epoch(train) [4][ 8500/15807] lr: 2.4598e-04 eta: 1 day, 16:12:08 time: 0.5895 data_time: 0.0017 memory: 12269 loss: 0.1996 loss_ctc: 0.1996 2022/12/28 02:38:01 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 02:38:12 - mmengine - INFO - Epoch(train) [4][ 8600/15807] lr: 2.4595e-04 eta: 1 day, 16:11:00 time: 0.5069 data_time: 0.0013 memory: 12269 loss: 0.1824 loss_ctc: 0.1824 2022/12/28 02:39:05 - mmengine - INFO - Epoch(train) [4][ 8700/15807] lr: 2.4592e-04 eta: 1 day, 16:09:52 time: 0.5595 data_time: 0.0012 memory: 12269 loss: 0.1813 loss_ctc: 0.1813 2022/12/28 02:39:57 - mmengine - INFO - Epoch(train) [4][ 8800/15807] lr: 2.4588e-04 eta: 1 day, 16:08:41 time: 0.5299 data_time: 0.0013 memory: 12269 loss: 0.1949 loss_ctc: 0.1949 2022/12/28 02:40:50 - mmengine - INFO - Epoch(train) [4][ 8900/15807] lr: 2.4585e-04 eta: 1 day, 16:07:32 time: 0.5092 data_time: 0.0013 memory: 12269 loss: 0.1840 loss_ctc: 0.1840 2022/12/28 02:41:43 - mmengine - INFO - Epoch(train) [4][ 9000/15807] lr: 2.4582e-04 eta: 1 day, 16:06:26 time: 0.5369 data_time: 0.0013 memory: 12269 loss: 0.2025 loss_ctc: 0.2025 2022/12/28 02:42:36 - mmengine - INFO - Epoch(train) [4][ 9100/15807] lr: 2.4578e-04 eta: 1 day, 16:05:16 time: 0.5107 data_time: 0.0024 memory: 12269 loss: 0.1902 loss_ctc: 0.1902 2022/12/28 02:43:27 - mmengine - INFO - Epoch(train) [4][ 9200/15807] lr: 2.4575e-04 eta: 1 day, 16:04:04 time: 0.5019 data_time: 0.0013 memory: 12269 loss: 0.2004 loss_ctc: 0.2004 2022/12/28 02:44:21 - mmengine - INFO - Epoch(train) [4][ 9300/15807] lr: 2.4571e-04 eta: 1 day, 16:02:59 time: 0.5391 data_time: 0.0014 memory: 12269 loss: 0.2027 loss_ctc: 0.2027 2022/12/28 02:45:14 - mmengine - INFO - Epoch(train) [4][ 9400/15807] lr: 2.4568e-04 eta: 1 day, 16:01:51 time: 0.5308 data_time: 0.0050 memory: 12269 loss: 0.1802 loss_ctc: 0.1802 2022/12/28 02:46:07 - mmengine - INFO - Epoch(train) [4][ 9500/15807] lr: 2.4565e-04 eta: 1 day, 16:00:44 time: 0.5333 data_time: 0.0015 memory: 12269 loss: 0.2032 loss_ctc: 0.2032 2022/12/28 02:46:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 02:47:00 - mmengine - INFO - Epoch(train) [4][ 9600/15807] lr: 2.4561e-04 eta: 1 day, 15:59:37 time: 0.5357 data_time: 0.0017 memory: 12269 loss: 0.1397 loss_ctc: 0.1397 2022/12/28 02:47:53 - mmengine - INFO - Epoch(train) [4][ 9700/15807] lr: 2.4558e-04 eta: 1 day, 15:58:29 time: 0.5281 data_time: 0.0018 memory: 12269 loss: 0.1623 loss_ctc: 0.1623 2022/12/28 02:48:46 - mmengine - INFO - Epoch(train) [4][ 9800/15807] lr: 2.4554e-04 eta: 1 day, 15:57:21 time: 0.5400 data_time: 0.0037 memory: 12269 loss: 0.1427 loss_ctc: 0.1427 2022/12/28 02:49:38 - mmengine - INFO - Epoch(train) [4][ 9900/15807] lr: 2.4551e-04 eta: 1 day, 15:56:12 time: 0.5084 data_time: 0.0022 memory: 12269 loss: 0.1802 loss_ctc: 0.1802 2022/12/28 02:50:32 - mmengine - INFO - Epoch(train) [4][10000/15807] lr: 2.4547e-04 eta: 1 day, 15:55:06 time: 0.5382 data_time: 0.0013 memory: 12269 loss: 0.1935 loss_ctc: 0.1935 2022/12/28 02:51:24 - mmengine - INFO - Epoch(train) [4][10100/15807] lr: 2.4544e-04 eta: 1 day, 15:53:56 time: 0.5448 data_time: 0.0013 memory: 12269 loss: 0.1887 loss_ctc: 0.1887 2022/12/28 02:52:18 - mmengine - INFO - Epoch(train) [4][10200/15807] lr: 2.4540e-04 eta: 1 day, 15:52:52 time: 0.5616 data_time: 0.0015 memory: 12269 loss: 0.1733 loss_ctc: 0.1733 2022/12/28 02:53:11 - mmengine - INFO - Epoch(train) [4][10300/15807] lr: 2.4537e-04 eta: 1 day, 15:51:45 time: 0.5026 data_time: 0.0023 memory: 12269 loss: 0.1640 loss_ctc: 0.1640 2022/12/28 02:54:03 - mmengine - INFO - Epoch(train) [4][10400/15807] lr: 2.4533e-04 eta: 1 day, 15:50:37 time: 0.5350 data_time: 0.0013 memory: 12269 loss: 0.2168 loss_ctc: 0.2168 2022/12/28 02:54:56 - mmengine - INFO - Epoch(train) [4][10500/15807] lr: 2.4530e-04 eta: 1 day, 15:49:30 time: 0.4914 data_time: 0.0014 memory: 12269 loss: 0.1855 loss_ctc: 0.1855 2022/12/28 02:55:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 02:55:50 - mmengine - INFO - Epoch(train) [4][10600/15807] lr: 2.4526e-04 eta: 1 day, 15:48:26 time: 0.5310 data_time: 0.0014 memory: 12269 loss: 0.1989 loss_ctc: 0.1989 2022/12/28 02:56:43 - mmengine - INFO - Epoch(train) [4][10700/15807] lr: 2.4523e-04 eta: 1 day, 15:47:21 time: 0.5164 data_time: 0.0014 memory: 12269 loss: 0.1905 loss_ctc: 0.1905 2022/12/28 02:57:36 - mmengine - INFO - Epoch(train) [4][10800/15807] lr: 2.4519e-04 eta: 1 day, 15:46:12 time: 0.5045 data_time: 0.0014 memory: 12269 loss: 0.1922 loss_ctc: 0.1922 2022/12/28 02:58:30 - mmengine - INFO - Epoch(train) [4][10900/15807] lr: 2.4515e-04 eta: 1 day, 15:45:10 time: 0.5725 data_time: 0.0012 memory: 12269 loss: 0.1991 loss_ctc: 0.1991 2022/12/28 02:59:22 - mmengine - INFO - Epoch(train) [4][11000/15807] lr: 2.4512e-04 eta: 1 day, 15:44:01 time: 0.5232 data_time: 0.0014 memory: 12269 loss: 0.1723 loss_ctc: 0.1723 2022/12/28 03:00:16 - mmengine - INFO - Epoch(train) [4][11100/15807] lr: 2.4508e-04 eta: 1 day, 15:42:57 time: 0.5267 data_time: 0.0015 memory: 12269 loss: 0.2133 loss_ctc: 0.2133 2022/12/28 03:01:09 - mmengine - INFO - Epoch(train) [4][11200/15807] lr: 2.4505e-04 eta: 1 day, 15:41:50 time: 0.5071 data_time: 0.0045 memory: 12269 loss: 0.1680 loss_ctc: 0.1680 2022/12/28 03:02:02 - mmengine - INFO - Epoch(train) [4][11300/15807] lr: 2.4501e-04 eta: 1 day, 15:40:45 time: 0.5015 data_time: 0.0012 memory: 12269 loss: 0.1755 loss_ctc: 0.1755 2022/12/28 03:02:56 - mmengine - INFO - Epoch(train) [4][11400/15807] lr: 2.4497e-04 eta: 1 day, 15:39:44 time: 0.5510 data_time: 0.0012 memory: 12269 loss: 0.1994 loss_ctc: 0.1994 2022/12/28 03:03:49 - mmengine - INFO - Epoch(train) [4][11500/15807] lr: 2.4494e-04 eta: 1 day, 15:38:38 time: 0.5437 data_time: 0.0018 memory: 12269 loss: 0.2214 loss_ctc: 0.2214 2022/12/28 03:04:32 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:04:43 - mmengine - INFO - Epoch(train) [4][11600/15807] lr: 2.4490e-04 eta: 1 day, 15:37:35 time: 0.5391 data_time: 0.0012 memory: 12269 loss: 0.1710 loss_ctc: 0.1710 2022/12/28 03:05:37 - mmengine - INFO - Epoch(train) [4][11700/15807] lr: 2.4486e-04 eta: 1 day, 15:36:31 time: 0.5254 data_time: 0.0014 memory: 12269 loss: 0.1699 loss_ctc: 0.1699 2022/12/28 03:06:30 - mmengine - INFO - Epoch(train) [4][11800/15807] lr: 2.4482e-04 eta: 1 day, 15:35:25 time: 0.4946 data_time: 0.0014 memory: 12269 loss: 0.2028 loss_ctc: 0.2028 2022/12/28 03:07:23 - mmengine - INFO - Epoch(train) [4][11900/15807] lr: 2.4479e-04 eta: 1 day, 15:34:18 time: 0.5254 data_time: 0.0023 memory: 12269 loss: 0.1721 loss_ctc: 0.1721 2022/12/28 03:08:17 - mmengine - INFO - Epoch(train) [4][12000/15807] lr: 2.4475e-04 eta: 1 day, 15:33:16 time: 0.5554 data_time: 0.0014 memory: 12269 loss: 0.1470 loss_ctc: 0.1470 2022/12/28 03:09:10 - mmengine - INFO - Epoch(train) [4][12100/15807] lr: 2.4471e-04 eta: 1 day, 15:32:13 time: 0.5248 data_time: 0.0017 memory: 12269 loss: 0.1902 loss_ctc: 0.1902 2022/12/28 03:10:03 - mmengine - INFO - Epoch(train) [4][12200/15807] lr: 2.4467e-04 eta: 1 day, 15:31:07 time: 0.5032 data_time: 0.0024 memory: 12269 loss: 0.2092 loss_ctc: 0.2092 2022/12/28 03:10:57 - mmengine - INFO - Epoch(train) [4][12300/15807] lr: 2.4464e-04 eta: 1 day, 15:30:02 time: 0.5257 data_time: 0.0019 memory: 12269 loss: 0.2045 loss_ctc: 0.2045 2022/12/28 03:11:50 - mmengine - INFO - Epoch(train) [4][12400/15807] lr: 2.4460e-04 eta: 1 day, 15:28:58 time: 0.5156 data_time: 0.0026 memory: 12269 loss: 0.1922 loss_ctc: 0.1922 2022/12/28 03:12:43 - mmengine - INFO - Epoch(train) [4][12500/15807] lr: 2.4456e-04 eta: 1 day, 15:27:51 time: 0.5401 data_time: 0.0013 memory: 12269 loss: 0.1940 loss_ctc: 0.1940 2022/12/28 03:13:24 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:13:36 - mmengine - INFO - Epoch(train) [4][12600/15807] lr: 2.4452e-04 eta: 1 day, 15:26:45 time: 0.5675 data_time: 0.0028 memory: 12269 loss: 0.1733 loss_ctc: 0.1733 2022/12/28 03:14:30 - mmengine - INFO - Epoch(train) [4][12700/15807] lr: 2.4448e-04 eta: 1 day, 15:25:43 time: 0.5589 data_time: 0.0041 memory: 12269 loss: 0.1876 loss_ctc: 0.1876 2022/12/28 03:15:23 - mmengine - INFO - Epoch(train) [4][12800/15807] lr: 2.4445e-04 eta: 1 day, 15:24:36 time: 0.5094 data_time: 0.0014 memory: 12269 loss: 0.1781 loss_ctc: 0.1781 2022/12/28 03:16:16 - mmengine - INFO - Epoch(train) [4][12900/15807] lr: 2.4441e-04 eta: 1 day, 15:23:33 time: 0.5692 data_time: 0.0012 memory: 12269 loss: 0.1508 loss_ctc: 0.1508 2022/12/28 03:17:09 - mmengine - INFO - Epoch(train) [4][13000/15807] lr: 2.4437e-04 eta: 1 day, 15:22:25 time: 0.5144 data_time: 0.0013 memory: 12269 loss: 0.1936 loss_ctc: 0.1936 2022/12/28 03:18:03 - mmengine - INFO - Epoch(train) [4][13100/15807] lr: 2.4433e-04 eta: 1 day, 15:21:23 time: 0.5602 data_time: 0.0012 memory: 12269 loss: 0.1875 loss_ctc: 0.1875 2022/12/28 03:18:56 - mmengine - INFO - Epoch(train) [4][13200/15807] lr: 2.4429e-04 eta: 1 day, 15:20:20 time: 0.5224 data_time: 0.0013 memory: 12269 loss: 0.1865 loss_ctc: 0.1865 2022/12/28 03:19:49 - mmengine - INFO - Epoch(train) [4][13300/15807] lr: 2.4425e-04 eta: 1 day, 15:19:13 time: 0.4992 data_time: 0.0024 memory: 12269 loss: 0.1710 loss_ctc: 0.1710 2022/12/28 03:20:41 - mmengine - INFO - Epoch(train) [4][13400/15807] lr: 2.4421e-04 eta: 1 day, 15:18:05 time: 0.5293 data_time: 0.0012 memory: 12269 loss: 0.2025 loss_ctc: 0.2025 2022/12/28 03:21:34 - mmengine - INFO - Epoch(train) [4][13500/15807] lr: 2.4417e-04 eta: 1 day, 15:16:57 time: 0.5083 data_time: 0.0017 memory: 12269 loss: 0.2490 loss_ctc: 0.2490 2022/12/28 03:22:16 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:22:27 - mmengine - INFO - Epoch(train) [4][13600/15807] lr: 2.4413e-04 eta: 1 day, 15:15:51 time: 0.5464 data_time: 0.0014 memory: 12269 loss: 0.2118 loss_ctc: 0.2118 2022/12/28 03:23:19 - mmengine - INFO - Epoch(train) [4][13700/15807] lr: 2.4409e-04 eta: 1 day, 15:14:44 time: 0.5049 data_time: 0.0015 memory: 12269 loss: 0.2222 loss_ctc: 0.2222 2022/12/28 03:24:11 - mmengine - INFO - Epoch(train) [4][13800/15807] lr: 2.4405e-04 eta: 1 day, 15:13:34 time: 0.5563 data_time: 0.0014 memory: 12269 loss: 0.2082 loss_ctc: 0.2082 2022/12/28 03:25:05 - mmengine - INFO - Epoch(train) [4][13900/15807] lr: 2.4401e-04 eta: 1 day, 15:12:30 time: 0.4904 data_time: 0.0015 memory: 12269 loss: 0.1787 loss_ctc: 0.1787 2022/12/28 03:25:57 - mmengine - INFO - Epoch(train) [4][14000/15807] lr: 2.4397e-04 eta: 1 day, 15:11:24 time: 0.5048 data_time: 0.0013 memory: 12269 loss: 0.1689 loss_ctc: 0.1689 2022/12/28 03:26:51 - mmengine - INFO - Epoch(train) [4][14100/15807] lr: 2.4393e-04 eta: 1 day, 15:10:21 time: 0.5513 data_time: 0.0015 memory: 12269 loss: 0.2257 loss_ctc: 0.2257 2022/12/28 03:27:45 - mmengine - INFO - Epoch(train) [4][14200/15807] lr: 2.4389e-04 eta: 1 day, 15:09:19 time: 0.5533 data_time: 0.0020 memory: 12269 loss: 0.1825 loss_ctc: 0.1825 2022/12/28 03:28:38 - mmengine - INFO - Epoch(train) [4][14300/15807] lr: 2.4385e-04 eta: 1 day, 15:08:13 time: 0.5363 data_time: 0.0019 memory: 12269 loss: 0.1989 loss_ctc: 0.1989 2022/12/28 03:29:31 - mmengine - INFO - Epoch(train) [4][14400/15807] lr: 2.4381e-04 eta: 1 day, 15:07:08 time: 0.5633 data_time: 0.0014 memory: 12269 loss: 0.1835 loss_ctc: 0.1835 2022/12/28 03:30:24 - mmengine - INFO - Epoch(train) [4][14500/15807] lr: 2.4377e-04 eta: 1 day, 15:06:05 time: 0.5292 data_time: 0.0027 memory: 12269 loss: 0.1972 loss_ctc: 0.1972 2022/12/28 03:31:06 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:31:17 - mmengine - INFO - Epoch(train) [4][14600/15807] lr: 2.4373e-04 eta: 1 day, 15:04:59 time: 0.5222 data_time: 0.0018 memory: 12269 loss: 0.1856 loss_ctc: 0.1856 2022/12/28 03:32:10 - mmengine - INFO - Epoch(train) [4][14700/15807] lr: 2.4369e-04 eta: 1 day, 15:03:55 time: 0.5132 data_time: 0.0015 memory: 12269 loss: 0.1928 loss_ctc: 0.1928 2022/12/28 03:33:03 - mmengine - INFO - Epoch(train) [4][14800/15807] lr: 2.4365e-04 eta: 1 day, 15:02:50 time: 0.5689 data_time: 0.0013 memory: 12269 loss: 0.2165 loss_ctc: 0.2165 2022/12/28 03:33:57 - mmengine - INFO - Epoch(train) [4][14900/15807] lr: 2.4361e-04 eta: 1 day, 15:01:47 time: 0.5237 data_time: 0.0015 memory: 12269 loss: 0.1693 loss_ctc: 0.1693 2022/12/28 03:34:49 - mmengine - INFO - Epoch(train) [4][15000/15807] lr: 2.4357e-04 eta: 1 day, 15:00:38 time: 0.5297 data_time: 0.0038 memory: 12269 loss: 0.1907 loss_ctc: 0.1907 2022/12/28 03:35:42 - mmengine - INFO - Epoch(train) [4][15100/15807] lr: 2.4352e-04 eta: 1 day, 14:59:34 time: 0.5252 data_time: 0.0017 memory: 12269 loss: 0.2198 loss_ctc: 0.2198 2022/12/28 03:36:35 - mmengine - INFO - Epoch(train) [4][15200/15807] lr: 2.4348e-04 eta: 1 day, 14:58:28 time: 0.5214 data_time: 0.0024 memory: 12269 loss: 0.2106 loss_ctc: 0.2106 2022/12/28 03:37:28 - mmengine - INFO - Epoch(train) [4][15300/15807] lr: 2.4344e-04 eta: 1 day, 14:57:23 time: 0.5313 data_time: 0.0013 memory: 12269 loss: 0.1983 loss_ctc: 0.1983 2022/12/28 03:38:21 - mmengine - INFO - Epoch(train) [4][15400/15807] lr: 2.4340e-04 eta: 1 day, 14:56:19 time: 0.5492 data_time: 0.0018 memory: 12269 loss: 0.1956 loss_ctc: 0.1956 2022/12/28 03:39:15 - mmengine - INFO - Epoch(train) [4][15500/15807] lr: 2.4336e-04 eta: 1 day, 14:55:17 time: 0.5344 data_time: 0.0014 memory: 12269 loss: 0.1576 loss_ctc: 0.1576 2022/12/28 03:39:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:40:07 - mmengine - INFO - Epoch(train) [4][15600/15807] lr: 2.4332e-04 eta: 1 day, 14:54:10 time: 0.5011 data_time: 0.0013 memory: 12269 loss: 0.2148 loss_ctc: 0.2148 2022/12/28 03:41:01 - mmengine - INFO - Epoch(train) [4][15700/15807] lr: 2.4327e-04 eta: 1 day, 14:53:07 time: 0.5250 data_time: 0.0013 memory: 12269 loss: 0.1789 loss_ctc: 0.1789 2022/12/28 03:41:51 - mmengine - INFO - Epoch(train) [4][15800/15807] lr: 2.4323e-04 eta: 1 day, 14:51:52 time: 0.4785 data_time: 0.0011 memory: 12269 loss: 0.2200 loss_ctc: 0.2200 2022/12/28 03:41:54 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:41:54 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/12/28 03:42:02 - mmengine - INFO - Epoch(val) [4][8/8] CUTE80/recog/word_acc: 0.1528 CUTE80/recog/word_acc_ignore_case: 0.8160 CUTE80/recog/word_acc_ignore_case_symbol: 0.8160 IIIT5K/recog/word_acc: 0.0637 IIIT5K/recog/word_acc_ignore_case: 0.8343 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8343 SVT/recog/word_acc: 0.8702 SVT/recog/word_acc_ignore_case: 0.8702 SVT/recog/word_acc_ignore_case_symbol: 0.8702 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.7984 SVTP/recog/word_acc_ignore_case_symbol: 0.7984 IC13/recog/word_acc: 0.2818 IC13/recog/word_acc_ignore_case: 0.9163 IC13/recog/word_acc_ignore_case_symbol: 0.9163 IC15/recog/word_acc: 0.1112 IC15/recog/word_acc_ignore_case: 0.6996 IC15/recog/word_acc_ignore_case_symbol: 0.7073 CUTE80/recog/char_recall: 0.9241 CUTE80/recog/char_precision: 0.9264 IIIT5K/recog/char_recall: 0.9830 IIIT5K/recog/char_precision: 0.9079 SVT/recog/char_recall: 0.9676 SVT/recog/char_precision: 0.9635 SVTP/recog/char_recall: 0.9240 SVTP/recog/char_precision: 0.9439 IC13/recog/char_recall: 0.9813 IC13/recog/char_precision: 0.9751 IC15/recog/char_recall: 0.9109 IC15/recog/char_precision: 0.8873 2022/12/28 03:43:02 - mmengine - INFO - Epoch(train) [5][ 100/15807] lr: 2.4319e-04 eta: 1 day, 14:51:10 time: 0.5492 data_time: 0.0015 memory: 12269 loss: 0.2190 loss_ctc: 0.2190 2022/12/28 03:43:55 - mmengine - INFO - Epoch(train) [5][ 200/15807] lr: 2.4314e-04 eta: 1 day, 14:50:07 time: 0.5026 data_time: 0.0014 memory: 12269 loss: 0.1894 loss_ctc: 0.1894 2022/12/28 03:44:48 - mmengine - INFO - Epoch(train) [5][ 300/15807] lr: 2.4310e-04 eta: 1 day, 14:49:02 time: 0.5641 data_time: 0.0014 memory: 12269 loss: 0.1675 loss_ctc: 0.1675 2022/12/28 03:45:42 - mmengine - INFO - Epoch(train) [5][ 400/15807] lr: 2.4306e-04 eta: 1 day, 14:47:58 time: 0.5181 data_time: 0.0082 memory: 12269 loss: 0.1687 loss_ctc: 0.1687 2022/12/28 03:46:35 - mmengine - INFO - Epoch(train) [5][ 500/15807] lr: 2.4301e-04 eta: 1 day, 14:46:55 time: 0.5466 data_time: 0.0015 memory: 12269 loss: 0.1578 loss_ctc: 0.1578 2022/12/28 03:47:28 - mmengine - INFO - Epoch(train) [5][ 600/15807] lr: 2.4297e-04 eta: 1 day, 14:45:49 time: 0.5473 data_time: 0.0014 memory: 12269 loss: 0.1967 loss_ctc: 0.1967 2022/12/28 03:48:21 - mmengine - INFO - Epoch(train) [5][ 700/15807] lr: 2.4293e-04 eta: 1 day, 14:44:47 time: 0.5215 data_time: 0.0024 memory: 12269 loss: 0.1844 loss_ctc: 0.1844 2022/12/28 03:48:59 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:49:14 - mmengine - INFO - Epoch(train) [5][ 800/15807] lr: 2.4288e-04 eta: 1 day, 14:43:42 time: 0.5597 data_time: 0.0029 memory: 12269 loss: 0.1861 loss_ctc: 0.1861 2022/12/28 03:50:08 - mmengine - INFO - Epoch(train) [5][ 900/15807] lr: 2.4284e-04 eta: 1 day, 14:42:41 time: 0.5337 data_time: 0.0017 memory: 12269 loss: 0.1813 loss_ctc: 0.1813 2022/12/28 03:51:01 - mmengine - INFO - Epoch(train) [5][ 1000/15807] lr: 2.4280e-04 eta: 1 day, 14:41:35 time: 0.5126 data_time: 0.0016 memory: 12269 loss: 0.2047 loss_ctc: 0.2047 2022/12/28 03:51:54 - mmengine - INFO - Epoch(train) [5][ 1100/15807] lr: 2.4275e-04 eta: 1 day, 14:40:32 time: 0.5576 data_time: 0.0031 memory: 12269 loss: 0.1757 loss_ctc: 0.1757 2022/12/28 03:52:47 - mmengine - INFO - Epoch(train) [5][ 1200/15807] lr: 2.4271e-04 eta: 1 day, 14:39:29 time: 0.5149 data_time: 0.0014 memory: 12269 loss: 0.1470 loss_ctc: 0.1470 2022/12/28 03:53:39 - mmengine - INFO - Epoch(train) [5][ 1300/15807] lr: 2.4266e-04 eta: 1 day, 14:38:19 time: 0.4796 data_time: 0.0017 memory: 12269 loss: 0.1987 loss_ctc: 0.1987 2022/12/28 03:54:32 - mmengine - INFO - Epoch(train) [5][ 1400/15807] lr: 2.4262e-04 eta: 1 day, 14:37:15 time: 0.5605 data_time: 0.0014 memory: 12269 loss: 0.1708 loss_ctc: 0.1708 2022/12/28 03:55:25 - mmengine - INFO - Epoch(train) [5][ 1500/15807] lr: 2.4258e-04 eta: 1 day, 14:36:11 time: 0.5070 data_time: 0.0014 memory: 12269 loss: 0.1867 loss_ctc: 0.1867 2022/12/28 03:56:19 - mmengine - INFO - Epoch(train) [5][ 1600/15807] lr: 2.4253e-04 eta: 1 day, 14:35:11 time: 0.5243 data_time: 0.0013 memory: 12269 loss: 0.1663 loss_ctc: 0.1663 2022/12/28 03:57:11 - mmengine - INFO - Epoch(train) [5][ 1700/15807] lr: 2.4249e-04 eta: 1 day, 14:34:04 time: 0.5112 data_time: 0.0035 memory: 12269 loss: 0.1777 loss_ctc: 0.1777 2022/12/28 03:57:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 03:58:04 - mmengine - INFO - Epoch(train) [5][ 1800/15807] lr: 2.4244e-04 eta: 1 day, 14:32:59 time: 0.5298 data_time: 0.0016 memory: 12269 loss: 0.1810 loss_ctc: 0.1810 2022/12/28 03:58:57 - mmengine - INFO - Epoch(train) [5][ 1900/15807] lr: 2.4240e-04 eta: 1 day, 14:31:55 time: 0.5342 data_time: 0.0015 memory: 12269 loss: 0.1980 loss_ctc: 0.1980 2022/12/28 03:59:50 - mmengine - INFO - Epoch(train) [5][ 2000/15807] lr: 2.4235e-04 eta: 1 day, 14:30:50 time: 0.5083 data_time: 0.0013 memory: 12269 loss: 0.1939 loss_ctc: 0.1939 2022/12/28 04:00:42 - mmengine - INFO - Epoch(train) [5][ 2100/15807] lr: 2.4231e-04 eta: 1 day, 14:29:44 time: 0.5291 data_time: 0.0020 memory: 12269 loss: 0.1763 loss_ctc: 0.1763 2022/12/28 04:01:35 - mmengine - INFO - Epoch(train) [5][ 2200/15807] lr: 2.4226e-04 eta: 1 day, 14:28:40 time: 0.5023 data_time: 0.0017 memory: 12269 loss: 0.1804 loss_ctc: 0.1804 2022/12/28 04:02:28 - mmengine - INFO - Epoch(train) [5][ 2300/15807] lr: 2.4222e-04 eta: 1 day, 14:27:34 time: 0.5023 data_time: 0.0013 memory: 12269 loss: 0.2226 loss_ctc: 0.2226 2022/12/28 04:03:21 - mmengine - INFO - Epoch(train) [5][ 2400/15807] lr: 2.4217e-04 eta: 1 day, 14:26:32 time: 0.5262 data_time: 0.0017 memory: 12269 loss: 0.1835 loss_ctc: 0.1835 2022/12/28 04:04:15 - mmengine - INFO - Epoch(train) [5][ 2500/15807] lr: 2.4213e-04 eta: 1 day, 14:25:30 time: 0.5508 data_time: 0.0024 memory: 12269 loss: 0.1908 loss_ctc: 0.1908 2022/12/28 04:05:07 - mmengine - INFO - Epoch(train) [5][ 2600/15807] lr: 2.4208e-04 eta: 1 day, 14:24:25 time: 0.5302 data_time: 0.0016 memory: 12269 loss: 0.1880 loss_ctc: 0.1880 2022/12/28 04:06:01 - mmengine - INFO - Epoch(train) [5][ 2700/15807] lr: 2.4203e-04 eta: 1 day, 14:23:25 time: 0.5245 data_time: 0.0065 memory: 12269 loss: 0.1961 loss_ctc: 0.1961 2022/12/28 04:06:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 04:06:54 - mmengine - INFO - Epoch(train) [5][ 2800/15807] lr: 2.4199e-04 eta: 1 day, 14:22:19 time: 0.5125 data_time: 0.0025 memory: 12269 loss: 0.1818 loss_ctc: 0.1818 2022/12/28 04:07:47 - mmengine - INFO - Epoch(train) [5][ 2900/15807] lr: 2.4194e-04 eta: 1 day, 14:21:18 time: 0.5644 data_time: 0.0013 memory: 12269 loss: 0.1749 loss_ctc: 0.1749 2022/12/28 04:08:40 - mmengine - INFO - Epoch(train) [5][ 3000/15807] lr: 2.4190e-04 eta: 1 day, 14:20:11 time: 0.5091 data_time: 0.0014 memory: 12269 loss: 0.1788 loss_ctc: 0.1788 2022/12/28 04:09:33 - mmengine - INFO - Epoch(train) [5][ 3100/15807] lr: 2.4185e-04 eta: 1 day, 14:19:07 time: 0.4935 data_time: 0.0018 memory: 12269 loss: 0.1774 loss_ctc: 0.1774 2022/12/28 04:10:25 - mmengine - INFO - Epoch(train) [5][ 3200/15807] lr: 2.4180e-04 eta: 1 day, 14:18:03 time: 0.5206 data_time: 0.0024 memory: 12269 loss: 0.2272 loss_ctc: 0.2272 2022/12/28 04:11:17 - mmengine - INFO - Epoch(train) [5][ 3300/15807] lr: 2.4176e-04 eta: 1 day, 14:16:55 time: 0.5089 data_time: 0.0013 memory: 12269 loss: 0.1749 loss_ctc: 0.1749 2022/12/28 04:12:11 - mmengine - INFO - Epoch(train) [5][ 3400/15807] lr: 2.4171e-04 eta: 1 day, 14:15:54 time: 0.5453 data_time: 0.0013 memory: 12269 loss: 0.2310 loss_ctc: 0.2310 2022/12/28 04:13:04 - mmengine - INFO - Epoch(train) [5][ 3500/15807] lr: 2.4166e-04 eta: 1 day, 14:14:51 time: 0.5172 data_time: 0.0014 memory: 12269 loss: 0.2230 loss_ctc: 0.2230 2022/12/28 04:13:58 - mmengine - INFO - Epoch(train) [5][ 3600/15807] lr: 2.4162e-04 eta: 1 day, 14:13:50 time: 0.5418 data_time: 0.0013 memory: 12269 loss: 0.1622 loss_ctc: 0.1622 2022/12/28 04:14:50 - mmengine - INFO - Epoch(train) [5][ 3700/15807] lr: 2.4157e-04 eta: 1 day, 14:12:45 time: 0.5134 data_time: 0.0043 memory: 12269 loss: 0.1737 loss_ctc: 0.1737 2022/12/28 04:15:29 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 04:15:44 - mmengine - INFO - Epoch(train) [5][ 3800/15807] lr: 2.4152e-04 eta: 1 day, 14:11:44 time: 0.5664 data_time: 0.0022 memory: 12269 loss: 0.1700 loss_ctc: 0.1700 2022/12/28 04:16:37 - mmengine - INFO - Epoch(train) [5][ 3900/15807] lr: 2.4147e-04 eta: 1 day, 14:10:43 time: 0.5385 data_time: 0.0044 memory: 12269 loss: 0.1825 loss_ctc: 0.1825 2022/12/28 04:17:30 - mmengine - INFO - Epoch(train) [5][ 4000/15807] lr: 2.4143e-04 eta: 1 day, 14:09:39 time: 0.4958 data_time: 0.0037 memory: 12269 loss: 0.1992 loss_ctc: 0.1992 2022/12/28 04:18:24 - mmengine - INFO - Epoch(train) [5][ 4100/15807] lr: 2.4138e-04 eta: 1 day, 14:08:37 time: 0.5232 data_time: 0.0013 memory: 12269 loss: 0.1399 loss_ctc: 0.1399 2022/12/28 04:19:17 - mmengine - INFO - Epoch(train) [5][ 4200/15807] lr: 2.4133e-04 eta: 1 day, 14:07:35 time: 0.5482 data_time: 0.0013 memory: 12269 loss: 0.1708 loss_ctc: 0.1708 2022/12/28 04:20:09 - mmengine - INFO - Epoch(train) [5][ 4300/15807] lr: 2.4128e-04 eta: 1 day, 14:06:29 time: 0.5113 data_time: 0.0012 memory: 12269 loss: 0.1899 loss_ctc: 0.1899 2022/12/28 04:21:02 - mmengine - INFO - Epoch(train) [5][ 4400/15807] lr: 2.4124e-04 eta: 1 day, 14:05:26 time: 0.5114 data_time: 0.0012 memory: 12269 loss: 0.1542 loss_ctc: 0.1542 2022/12/28 04:21:56 - mmengine - INFO - Epoch(train) [5][ 4500/15807] lr: 2.4119e-04 eta: 1 day, 14:04:24 time: 0.5289 data_time: 0.0013 memory: 12269 loss: 0.2173 loss_ctc: 0.2173 2022/12/28 04:22:48 - mmengine - INFO - Epoch(train) [5][ 4600/15807] lr: 2.4114e-04 eta: 1 day, 14:03:18 time: 0.5028 data_time: 0.0015 memory: 12269 loss: 0.1846 loss_ctc: 0.1846 2022/12/28 04:23:41 - mmengine - INFO - Epoch(train) [5][ 4700/15807] lr: 2.4109e-04 eta: 1 day, 14:02:16 time: 0.5474 data_time: 0.0017 memory: 12269 loss: 0.2080 loss_ctc: 0.2080 2022/12/28 04:24:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 04:24:35 - mmengine - INFO - Epoch(train) [5][ 4800/15807] lr: 2.4104e-04 eta: 1 day, 14:01:13 time: 0.4831 data_time: 0.0022 memory: 12269 loss: 0.1735 loss_ctc: 0.1735 2022/12/28 04:25:28 - mmengine - INFO - Epoch(train) [5][ 4900/15807] lr: 2.4099e-04 eta: 1 day, 14:00:12 time: 0.5604 data_time: 0.0013 memory: 12269 loss: 0.1551 loss_ctc: 0.1551 2022/12/28 04:26:20 - mmengine - INFO - Epoch(train) [5][ 5000/15807] lr: 2.4094e-04 eta: 1 day, 13:59:07 time: 0.4913 data_time: 0.0013 memory: 12269 loss: 0.1828 loss_ctc: 0.1828 2022/12/28 04:27:13 - mmengine - INFO - Epoch(train) [5][ 5100/15807] lr: 2.4090e-04 eta: 1 day, 13:58:03 time: 0.5765 data_time: 0.0030 memory: 12269 loss: 0.1869 loss_ctc: 0.1869 2022/12/28 04:28:06 - mmengine - INFO - Epoch(train) [5][ 5200/15807] lr: 2.4085e-04 eta: 1 day, 13:56:59 time: 0.4994 data_time: 0.0016 memory: 12269 loss: 0.1581 loss_ctc: 0.1581 2022/12/28 04:28:59 - mmengine - INFO - Epoch(train) [5][ 5300/15807] lr: 2.4080e-04 eta: 1 day, 13:55:57 time: 0.5584 data_time: 0.0014 memory: 12269 loss: 0.1696 loss_ctc: 0.1696 2022/12/28 04:29:52 - mmengine - INFO - Epoch(train) [5][ 5400/15807] lr: 2.4075e-04 eta: 1 day, 13:54:55 time: 0.5251 data_time: 0.0014 memory: 12269 loss: 0.1766 loss_ctc: 0.1766 2022/12/28 04:30:45 - mmengine - INFO - Epoch(train) [5][ 5500/15807] lr: 2.4070e-04 eta: 1 day, 13:53:52 time: 0.5457 data_time: 0.0029 memory: 12269 loss: 0.2054 loss_ctc: 0.2054 2022/12/28 04:31:39 - mmengine - INFO - Epoch(train) [5][ 5600/15807] lr: 2.4065e-04 eta: 1 day, 13:52:51 time: 0.5122 data_time: 0.0013 memory: 12269 loss: 0.1602 loss_ctc: 0.1602 2022/12/28 04:32:31 - mmengine - INFO - Epoch(train) [5][ 5700/15807] lr: 2.4060e-04 eta: 1 day, 13:51:46 time: 0.5208 data_time: 0.0014 memory: 12269 loss: 0.1677 loss_ctc: 0.1677 2022/12/28 04:33:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 04:33:24 - mmengine - INFO - Epoch(train) [5][ 5800/15807] lr: 2.4055e-04 eta: 1 day, 13:50:42 time: 0.5644 data_time: 0.0014 memory: 12269 loss: 0.1622 loss_ctc: 0.1622 2022/12/28 04:34:16 - mmengine - INFO - Epoch(train) [5][ 5900/15807] lr: 2.4050e-04 eta: 1 day, 13:49:36 time: 0.5026 data_time: 0.0013 memory: 12269 loss: 0.1830 loss_ctc: 0.1830 2022/12/28 04:35:09 - mmengine - INFO - Epoch(train) [5][ 6000/15807] lr: 2.4045e-04 eta: 1 day, 13:48:33 time: 0.5526 data_time: 0.0012 memory: 12269 loss: 0.1491 loss_ctc: 0.1491 2022/12/28 04:36:02 - mmengine - INFO - Epoch(train) [5][ 6100/15807] lr: 2.4040e-04 eta: 1 day, 13:47:31 time: 0.5274 data_time: 0.0017 memory: 12269 loss: 0.1656 loss_ctc: 0.1656 2022/12/28 04:36:55 - mmengine - INFO - Epoch(train) [5][ 6200/15807] lr: 2.4035e-04 eta: 1 day, 13:46:27 time: 0.5081 data_time: 0.0012 memory: 12269 loss: 0.1974 loss_ctc: 0.1974 2022/12/28 04:37:48 - mmengine - INFO - Epoch(train) [5][ 6300/15807] lr: 2.4030e-04 eta: 1 day, 13:45:25 time: 0.5186 data_time: 0.0014 memory: 12269 loss: 0.1809 loss_ctc: 0.1809 2022/12/28 04:38:41 - mmengine - INFO - Epoch(train) [5][ 6400/15807] lr: 2.4025e-04 eta: 1 day, 13:44:23 time: 0.4999 data_time: 0.0013 memory: 12269 loss: 0.1595 loss_ctc: 0.1595 2022/12/28 04:39:35 - mmengine - INFO - Epoch(train) [5][ 6500/15807] lr: 2.4020e-04 eta: 1 day, 13:43:24 time: 0.5575 data_time: 0.0012 memory: 12269 loss: 0.2046 loss_ctc: 0.2046 2022/12/28 04:40:28 - mmengine - INFO - Epoch(train) [5][ 6600/15807] lr: 2.4015e-04 eta: 1 day, 13:42:20 time: 0.4995 data_time: 0.0013 memory: 12269 loss: 0.1889 loss_ctc: 0.1889 2022/12/28 04:41:21 - mmengine - INFO - Epoch(train) [5][ 6700/15807] lr: 2.4010e-04 eta: 1 day, 13:41:16 time: 0.5845 data_time: 0.0015 memory: 12269 loss: 0.1799 loss_ctc: 0.1799 2022/12/28 04:41:58 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 04:42:13 - mmengine - INFO - Epoch(train) [5][ 6800/15807] lr: 2.4004e-04 eta: 1 day, 13:40:10 time: 0.5076 data_time: 0.0020 memory: 12269 loss: 0.1740 loss_ctc: 0.1740 2022/12/28 04:43:05 - mmengine - INFO - Epoch(train) [5][ 6900/15807] lr: 2.3999e-04 eta: 1 day, 13:39:06 time: 0.5651 data_time: 0.0036 memory: 12269 loss: 0.1564 loss_ctc: 0.1564 2022/12/28 04:43:59 - mmengine - INFO - Epoch(train) [5][ 7000/15807] lr: 2.3994e-04 eta: 1 day, 13:38:05 time: 0.5468 data_time: 0.0069 memory: 12269 loss: 0.1859 loss_ctc: 0.1859 2022/12/28 04:44:51 - mmengine - INFO - Epoch(train) [5][ 7100/15807] lr: 2.3989e-04 eta: 1 day, 13:36:59 time: 0.4969 data_time: 0.0012 memory: 12269 loss: 0.1544 loss_ctc: 0.1544 2022/12/28 04:45:44 - mmengine - INFO - Epoch(train) [5][ 7200/15807] lr: 2.3984e-04 eta: 1 day, 13:35:59 time: 0.5304 data_time: 0.0012 memory: 12269 loss: 0.2134 loss_ctc: 0.2134 2022/12/28 04:46:38 - mmengine - INFO - Epoch(train) [5][ 7300/15807] lr: 2.3979e-04 eta: 1 day, 13:34:58 time: 0.5164 data_time: 0.0039 memory: 12269 loss: 0.1558 loss_ctc: 0.1558 2022/12/28 04:47:30 - mmengine - INFO - Epoch(train) [5][ 7400/15807] lr: 2.3974e-04 eta: 1 day, 13:33:54 time: 0.4873 data_time: 0.0041 memory: 12269 loss: 0.1895 loss_ctc: 0.1895 2022/12/28 04:48:24 - mmengine - INFO - Epoch(train) [5][ 7500/15807] lr: 2.3968e-04 eta: 1 day, 13:32:53 time: 0.5239 data_time: 0.0023 memory: 12269 loss: 0.1590 loss_ctc: 0.1590 2022/12/28 04:49:17 - mmengine - INFO - Epoch(train) [5][ 7600/15807] lr: 2.3963e-04 eta: 1 day, 13:31:51 time: 0.5107 data_time: 0.0013 memory: 12269 loss: 0.1816 loss_ctc: 0.1816 2022/12/28 04:50:10 - mmengine - INFO - Epoch(train) [5][ 7700/15807] lr: 2.3958e-04 eta: 1 day, 13:30:50 time: 0.5232 data_time: 0.0013 memory: 12269 loss: 0.2160 loss_ctc: 0.2160 2022/12/28 04:50:48 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 04:51:03 - mmengine - INFO - Epoch(train) [5][ 7800/15807] lr: 2.3953e-04 eta: 1 day, 13:29:47 time: 0.5145 data_time: 0.0014 memory: 12269 loss: 0.2001 loss_ctc: 0.2001 2022/12/28 04:51:56 - mmengine - INFO - Epoch(train) [5][ 7900/15807] lr: 2.3947e-04 eta: 1 day, 13:28:45 time: 0.5611 data_time: 0.0014 memory: 12269 loss: 0.2127 loss_ctc: 0.2127 2022/12/28 04:52:48 - mmengine - INFO - Epoch(train) [5][ 8000/15807] lr: 2.3942e-04 eta: 1 day, 13:27:40 time: 0.5122 data_time: 0.0021 memory: 12269 loss: 0.1886 loss_ctc: 0.1886 2022/12/28 04:53:41 - mmengine - INFO - Epoch(train) [5][ 8100/15807] lr: 2.3937e-04 eta: 1 day, 13:26:36 time: 0.5351 data_time: 0.0013 memory: 12269 loss: 0.1960 loss_ctc: 0.1960 2022/12/28 04:54:35 - mmengine - INFO - Epoch(train) [5][ 8200/15807] lr: 2.3932e-04 eta: 1 day, 13:25:37 time: 0.5427 data_time: 0.0013 memory: 12269 loss: 0.1911 loss_ctc: 0.1911 2022/12/28 04:55:28 - mmengine - INFO - Epoch(train) [5][ 8300/15807] lr: 2.3926e-04 eta: 1 day, 13:24:36 time: 0.5092 data_time: 0.0016 memory: 12269 loss: 0.1822 loss_ctc: 0.1822 2022/12/28 04:56:20 - mmengine - INFO - Epoch(train) [5][ 8400/15807] lr: 2.3921e-04 eta: 1 day, 13:23:32 time: 0.5314 data_time: 0.0016 memory: 12269 loss: 0.1925 loss_ctc: 0.1925 2022/12/28 04:57:15 - mmengine - INFO - Epoch(train) [5][ 8500/15807] lr: 2.3916e-04 eta: 1 day, 13:22:34 time: 0.5106 data_time: 0.0015 memory: 12269 loss: 0.1871 loss_ctc: 0.1871 2022/12/28 04:58:07 - mmengine - INFO - Epoch(train) [5][ 8600/15807] lr: 2.3910e-04 eta: 1 day, 13:21:31 time: 0.4937 data_time: 0.0017 memory: 12269 loss: 0.1955 loss_ctc: 0.1955 2022/12/28 04:59:00 - mmengine - INFO - Epoch(train) [5][ 8700/15807] lr: 2.3905e-04 eta: 1 day, 13:20:27 time: 0.5586 data_time: 0.0012 memory: 12269 loss: 0.1760 loss_ctc: 0.1760 2022/12/28 04:59:38 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 04:59:53 - mmengine - INFO - Epoch(train) [5][ 8800/15807] lr: 2.3900e-04 eta: 1 day, 13:19:24 time: 0.5154 data_time: 0.0047 memory: 12269 loss: 0.1765 loss_ctc: 0.1765 2022/12/28 05:00:47 - mmengine - INFO - Epoch(train) [5][ 8900/15807] lr: 2.3894e-04 eta: 1 day, 13:18:27 time: 0.5515 data_time: 0.0013 memory: 12269 loss: 0.1724 loss_ctc: 0.1724 2022/12/28 05:01:40 - mmengine - INFO - Epoch(train) [5][ 9000/15807] lr: 2.3889e-04 eta: 1 day, 13:17:27 time: 0.5529 data_time: 0.0014 memory: 12269 loss: 0.1853 loss_ctc: 0.1853 2022/12/28 05:02:33 - mmengine - INFO - Epoch(train) [5][ 9100/15807] lr: 2.3883e-04 eta: 1 day, 13:16:23 time: 0.5326 data_time: 0.0016 memory: 12269 loss: 0.1495 loss_ctc: 0.1495 2022/12/28 05:03:26 - mmengine - INFO - Epoch(train) [5][ 9200/15807] lr: 2.3878e-04 eta: 1 day, 13:15:20 time: 0.5172 data_time: 0.0014 memory: 12269 loss: 0.1770 loss_ctc: 0.1770 2022/12/28 05:04:18 - mmengine - INFO - Epoch(train) [5][ 9300/15807] lr: 2.3873e-04 eta: 1 day, 13:14:17 time: 0.4931 data_time: 0.0013 memory: 12269 loss: 0.1852 loss_ctc: 0.1852 2022/12/28 05:05:11 - mmengine - INFO - Epoch(train) [5][ 9400/15807] lr: 2.3867e-04 eta: 1 day, 13:13:14 time: 0.5124 data_time: 0.0013 memory: 12269 loss: 0.1885 loss_ctc: 0.1885 2022/12/28 05:06:04 - mmengine - INFO - Epoch(train) [5][ 9500/15807] lr: 2.3862e-04 eta: 1 day, 13:12:14 time: 0.5421 data_time: 0.0013 memory: 12269 loss: 0.1957 loss_ctc: 0.1957 2022/12/28 05:06:57 - mmengine - INFO - Epoch(train) [5][ 9600/15807] lr: 2.3856e-04 eta: 1 day, 13:11:10 time: 0.5031 data_time: 0.0044 memory: 12269 loss: 0.1526 loss_ctc: 0.1526 2022/12/28 05:07:50 - mmengine - INFO - Epoch(train) [5][ 9700/15807] lr: 2.3851e-04 eta: 1 day, 13:10:09 time: 0.5388 data_time: 0.0013 memory: 12269 loss: 0.1744 loss_ctc: 0.1744 2022/12/28 05:08:28 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 05:08:42 - mmengine - INFO - Epoch(train) [5][ 9800/15807] lr: 2.3845e-04 eta: 1 day, 13:09:05 time: 0.5034 data_time: 0.0016 memory: 12269 loss: 0.1680 loss_ctc: 0.1680 2022/12/28 05:09:37 - mmengine - INFO - Epoch(train) [5][ 9900/15807] lr: 2.3840e-04 eta: 1 day, 13:08:08 time: 0.5765 data_time: 0.0018 memory: 12269 loss: 0.2112 loss_ctc: 0.2112 2022/12/28 05:10:30 - mmengine - INFO - Epoch(train) [5][10000/15807] lr: 2.3834e-04 eta: 1 day, 13:07:07 time: 0.5151 data_time: 0.0019 memory: 12269 loss: 0.1685 loss_ctc: 0.1685 2022/12/28 05:11:23 - mmengine - INFO - Epoch(train) [5][10100/15807] lr: 2.3829e-04 eta: 1 day, 13:06:05 time: 0.5438 data_time: 0.0011 memory: 12269 loss: 0.1798 loss_ctc: 0.1798 2022/12/28 05:12:16 - mmengine - INFO - Epoch(train) [5][10200/15807] lr: 2.3823e-04 eta: 1 day, 13:05:03 time: 0.4912 data_time: 0.0020 memory: 12269 loss: 0.1734 loss_ctc: 0.1734 2022/12/28 05:13:10 - mmengine - INFO - Epoch(train) [5][10300/15807] lr: 2.3818e-04 eta: 1 day, 13:04:04 time: 0.5272 data_time: 0.0018 memory: 12269 loss: 0.1855 loss_ctc: 0.1855 2022/12/28 05:14:03 - mmengine - INFO - Epoch(train) [5][10400/15807] lr: 2.3812e-04 eta: 1 day, 13:03:03 time: 0.5726 data_time: 0.0016 memory: 12269 loss: 0.1071 loss_ctc: 0.1071 2022/12/28 05:14:57 - mmengine - INFO - Epoch(train) [5][10500/15807] lr: 2.3807e-04 eta: 1 day, 13:02:03 time: 0.5438 data_time: 0.0023 memory: 12269 loss: 0.1826 loss_ctc: 0.1826 2022/12/28 05:15:49 - mmengine - INFO - Epoch(train) [5][10600/15807] lr: 2.3801e-04 eta: 1 day, 13:01:01 time: 0.5451 data_time: 0.0014 memory: 12269 loss: 0.1756 loss_ctc: 0.1756 2022/12/28 05:16:43 - mmengine - INFO - Epoch(train) [5][10700/15807] lr: 2.3795e-04 eta: 1 day, 13:00:01 time: 0.5257 data_time: 0.0031 memory: 12269 loss: 0.1329 loss_ctc: 0.1329 2022/12/28 05:17:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 05:17:36 - mmengine - INFO - Epoch(train) [5][10800/15807] lr: 2.3790e-04 eta: 1 day, 12:58:59 time: 0.5439 data_time: 0.0014 memory: 12269 loss: 0.1939 loss_ctc: 0.1939 2022/12/28 05:18:28 - mmengine - INFO - Epoch(train) [5][10900/15807] lr: 2.3784e-04 eta: 1 day, 12:57:57 time: 0.4991 data_time: 0.0041 memory: 12269 loss: 0.1956 loss_ctc: 0.1956 2022/12/28 05:19:22 - mmengine - INFO - Epoch(train) [5][11000/15807] lr: 2.3779e-04 eta: 1 day, 12:56:57 time: 0.5440 data_time: 0.0019 memory: 12269 loss: 0.1626 loss_ctc: 0.1626 2022/12/28 05:20:15 - mmengine - INFO - Epoch(train) [5][11100/15807] lr: 2.3773e-04 eta: 1 day, 12:55:55 time: 0.5217 data_time: 0.0023 memory: 12269 loss: 0.2001 loss_ctc: 0.2001 2022/12/28 05:21:08 - mmengine - INFO - Epoch(train) [5][11200/15807] lr: 2.3767e-04 eta: 1 day, 12:54:53 time: 0.5325 data_time: 0.0014 memory: 12269 loss: 0.1899 loss_ctc: 0.1899 2022/12/28 05:22:00 - mmengine - INFO - Epoch(train) [5][11300/15807] lr: 2.3762e-04 eta: 1 day, 12:53:50 time: 0.5146 data_time: 0.0057 memory: 12269 loss: 0.1980 loss_ctc: 0.1980 2022/12/28 05:22:53 - mmengine - INFO - Epoch(train) [5][11400/15807] lr: 2.3756e-04 eta: 1 day, 12:52:49 time: 0.5989 data_time: 0.0014 memory: 12269 loss: 0.1553 loss_ctc: 0.1553 2022/12/28 05:23:46 - mmengine - INFO - Epoch(train) [5][11500/15807] lr: 2.3750e-04 eta: 1 day, 12:51:46 time: 0.5119 data_time: 0.0013 memory: 12269 loss: 0.1866 loss_ctc: 0.1866 2022/12/28 05:24:39 - mmengine - INFO - Epoch(train) [5][11600/15807] lr: 2.3745e-04 eta: 1 day, 12:50:44 time: 0.5456 data_time: 0.0022 memory: 12269 loss: 0.1961 loss_ctc: 0.1961 2022/12/28 05:25:32 - mmengine - INFO - Epoch(train) [5][11700/15807] lr: 2.3739e-04 eta: 1 day, 12:49:43 time: 0.5171 data_time: 0.0013 memory: 12269 loss: 0.1749 loss_ctc: 0.1749 2022/12/28 05:26:10 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 05:26:25 - mmengine - INFO - Epoch(train) [5][11800/15807] lr: 2.3733e-04 eta: 1 day, 12:48:42 time: 0.5059 data_time: 0.0018 memory: 12269 loss: 0.1584 loss_ctc: 0.1584 2022/12/28 05:27:18 - mmengine - INFO - Epoch(train) [5][11900/15807] lr: 2.3727e-04 eta: 1 day, 12:47:41 time: 0.5926 data_time: 0.0018 memory: 12269 loss: 0.1707 loss_ctc: 0.1707 2022/12/28 05:28:10 - mmengine - INFO - Epoch(train) [5][12000/15807] lr: 2.3722e-04 eta: 1 day, 12:46:38 time: 0.5044 data_time: 0.0065 memory: 12269 loss: 0.1656 loss_ctc: 0.1656 2022/12/28 05:29:04 - mmengine - INFO - Epoch(train) [5][12100/15807] lr: 2.3716e-04 eta: 1 day, 12:45:38 time: 0.5805 data_time: 0.0015 memory: 12269 loss: 0.2148 loss_ctc: 0.2148 2022/12/28 05:29:57 - mmengine - INFO - Epoch(train) [5][12200/15807] lr: 2.3710e-04 eta: 1 day, 12:44:38 time: 0.5229 data_time: 0.0019 memory: 12269 loss: 0.1824 loss_ctc: 0.1824 2022/12/28 05:30:50 - mmengine - INFO - Epoch(train) [5][12300/15807] lr: 2.3704e-04 eta: 1 day, 12:43:35 time: 0.5320 data_time: 0.0043 memory: 12269 loss: 0.1838 loss_ctc: 0.1838 2022/12/28 05:31:43 - mmengine - INFO - Epoch(train) [5][12400/15807] lr: 2.3698e-04 eta: 1 day, 12:42:34 time: 0.5477 data_time: 0.0023 memory: 12269 loss: 0.1815 loss_ctc: 0.1815 2022/12/28 05:32:34 - mmengine - INFO - Epoch(train) [5][12500/15807] lr: 2.3693e-04 eta: 1 day, 12:41:27 time: 0.4758 data_time: 0.0013 memory: 12269 loss: 0.1590 loss_ctc: 0.1590 2022/12/28 05:33:27 - mmengine - INFO - Epoch(train) [5][12600/15807] lr: 2.3687e-04 eta: 1 day, 12:40:26 time: 0.5478 data_time: 0.0014 memory: 12269 loss: 0.1887 loss_ctc: 0.1887 2022/12/28 05:34:19 - mmengine - INFO - Epoch(train) [5][12700/15807] lr: 2.3681e-04 eta: 1 day, 12:39:23 time: 0.5071 data_time: 0.0015 memory: 12269 loss: 0.1814 loss_ctc: 0.1814 2022/12/28 05:34:58 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 05:35:13 - mmengine - INFO - Epoch(train) [5][12800/15807] lr: 2.3675e-04 eta: 1 day, 12:38:23 time: 0.5242 data_time: 0.0017 memory: 12269 loss: 0.1411 loss_ctc: 0.1411 2022/12/28 05:36:06 - mmengine - INFO - Epoch(train) [5][12900/15807] lr: 2.3669e-04 eta: 1 day, 12:37:24 time: 0.5576 data_time: 0.0086 memory: 12269 loss: 0.1776 loss_ctc: 0.1776 2022/12/28 05:36:59 - mmengine - INFO - Epoch(train) [5][13000/15807] lr: 2.3663e-04 eta: 1 day, 12:36:23 time: 0.5049 data_time: 0.0018 memory: 12269 loss: 0.2055 loss_ctc: 0.2055 2022/12/28 05:37:53 - mmengine - INFO - Epoch(train) [5][13100/15807] lr: 2.3658e-04 eta: 1 day, 12:35:23 time: 0.5215 data_time: 0.0016 memory: 12269 loss: 0.2204 loss_ctc: 0.2204 2022/12/28 05:38:46 - mmengine - INFO - Epoch(train) [5][13200/15807] lr: 2.3652e-04 eta: 1 day, 12:34:22 time: 0.5098 data_time: 0.0016 memory: 12269 loss: 0.2040 loss_ctc: 0.2040 2022/12/28 05:39:39 - mmengine - INFO - Epoch(train) [5][13300/15807] lr: 2.3646e-04 eta: 1 day, 12:33:22 time: 0.5133 data_time: 0.0012 memory: 12269 loss: 0.2049 loss_ctc: 0.2049 2022/12/28 05:40:32 - mmengine - INFO - Epoch(train) [5][13400/15807] lr: 2.3640e-04 eta: 1 day, 12:32:22 time: 0.5019 data_time: 0.0013 memory: 12269 loss: 0.1871 loss_ctc: 0.1871 2022/12/28 05:41:26 - mmengine - INFO - Epoch(train) [5][13500/15807] lr: 2.3634e-04 eta: 1 day, 12:31:22 time: 0.5334 data_time: 0.0013 memory: 12269 loss: 0.1762 loss_ctc: 0.1762 2022/12/28 05:42:18 - mmengine - INFO - Epoch(train) [5][13600/15807] lr: 2.3628e-04 eta: 1 day, 12:30:21 time: 0.5066 data_time: 0.0013 memory: 12269 loss: 0.1619 loss_ctc: 0.1619 2022/12/28 05:43:11 - mmengine - INFO - Epoch(train) [5][13700/15807] lr: 2.3622e-04 eta: 1 day, 12:29:20 time: 0.5477 data_time: 0.0013 memory: 12269 loss: 0.2031 loss_ctc: 0.2031 2022/12/28 05:43:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 05:44:04 - mmengine - INFO - Epoch(train) [5][13800/15807] lr: 2.3616e-04 eta: 1 day, 12:28:16 time: 0.5173 data_time: 0.0014 memory: 12269 loss: 0.1881 loss_ctc: 0.1881 2022/12/28 05:44:57 - mmengine - INFO - Epoch(train) [5][13900/15807] lr: 2.3610e-04 eta: 1 day, 12:27:17 time: 0.4884 data_time: 0.0013 memory: 12269 loss: 0.1570 loss_ctc: 0.1570 2022/12/28 05:45:51 - mmengine - INFO - Epoch(train) [5][14000/15807] lr: 2.3604e-04 eta: 1 day, 12:26:17 time: 0.5370 data_time: 0.0016 memory: 12269 loss: 0.1960 loss_ctc: 0.1960 2022/12/28 05:46:44 - mmengine - INFO - Epoch(train) [5][14100/15807] lr: 2.3598e-04 eta: 1 day, 12:25:18 time: 0.5199 data_time: 0.0038 memory: 12269 loss: 0.1824 loss_ctc: 0.1824 2022/12/28 05:47:37 - mmengine - INFO - Epoch(train) [5][14200/15807] lr: 2.3592e-04 eta: 1 day, 12:24:18 time: 0.5851 data_time: 0.0020 memory: 12269 loss: 0.2020 loss_ctc: 0.2020 2022/12/28 05:48:30 - mmengine - INFO - Epoch(train) [5][14300/15807] lr: 2.3586e-04 eta: 1 day, 12:23:16 time: 0.5265 data_time: 0.0014 memory: 12269 loss: 0.1743 loss_ctc: 0.1743 2022/12/28 05:49:23 - mmengine - INFO - Epoch(train) [5][14400/15807] lr: 2.3580e-04 eta: 1 day, 12:22:16 time: 0.5435 data_time: 0.0039 memory: 12269 loss: 0.1843 loss_ctc: 0.1843 2022/12/28 05:50:16 - mmengine - INFO - Epoch(train) [5][14500/15807] lr: 2.3574e-04 eta: 1 day, 12:21:14 time: 0.5301 data_time: 0.0029 memory: 12269 loss: 0.1828 loss_ctc: 0.1828 2022/12/28 05:51:10 - mmengine - INFO - Epoch(train) [5][14600/15807] lr: 2.3568e-04 eta: 1 day, 12:20:16 time: 0.5443 data_time: 0.0014 memory: 12269 loss: 0.1740 loss_ctc: 0.1740 2022/12/28 05:52:03 - mmengine - INFO - Epoch(train) [5][14700/15807] lr: 2.3562e-04 eta: 1 day, 12:19:16 time: 0.5083 data_time: 0.0012 memory: 12269 loss: 0.1716 loss_ctc: 0.1716 2022/12/28 05:52:41 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 05:52:55 - mmengine - INFO - Epoch(train) [5][14800/15807] lr: 2.3556e-04 eta: 1 day, 12:18:13 time: 0.4895 data_time: 0.0015 memory: 12269 loss: 0.1594 loss_ctc: 0.1594 2022/12/28 05:53:48 - mmengine - INFO - Epoch(train) [5][14900/15807] lr: 2.3549e-04 eta: 1 day, 12:17:13 time: 0.5110 data_time: 0.0015 memory: 12269 loss: 0.1969 loss_ctc: 0.1969 2022/12/28 05:54:41 - mmengine - INFO - Epoch(train) [5][15000/15807] lr: 2.3543e-04 eta: 1 day, 12:16:12 time: 0.5364 data_time: 0.0026 memory: 12269 loss: 0.1652 loss_ctc: 0.1652 2022/12/28 05:55:35 - mmengine - INFO - Epoch(train) [5][15100/15807] lr: 2.3537e-04 eta: 1 day, 12:15:13 time: 0.5142 data_time: 0.0013 memory: 12269 loss: 0.1523 loss_ctc: 0.1523 2022/12/28 05:56:27 - mmengine - INFO - Epoch(train) [5][15200/15807] lr: 2.3531e-04 eta: 1 day, 12:14:10 time: 0.5204 data_time: 0.0013 memory: 12269 loss: 0.1583 loss_ctc: 0.1583 2022/12/28 05:57:20 - mmengine - INFO - Epoch(train) [5][15300/15807] lr: 2.3525e-04 eta: 1 day, 12:13:10 time: 0.5556 data_time: 0.0014 memory: 12269 loss: 0.1649 loss_ctc: 0.1649 2022/12/28 05:58:13 - mmengine - INFO - Epoch(train) [5][15400/15807] lr: 2.3519e-04 eta: 1 day, 12:12:08 time: 0.4975 data_time: 0.0014 memory: 12269 loss: 0.1876 loss_ctc: 0.1876 2022/12/28 05:59:06 - mmengine - INFO - Epoch(train) [5][15500/15807] lr: 2.3513e-04 eta: 1 day, 12:11:07 time: 0.5335 data_time: 0.0016 memory: 12269 loss: 0.1658 loss_ctc: 0.1658 2022/12/28 05:59:58 - mmengine - INFO - Epoch(train) [5][15600/15807] lr: 2.3506e-04 eta: 1 day, 12:10:05 time: 0.5052 data_time: 0.0021 memory: 12269 loss: 0.2192 loss_ctc: 0.2192 2022/12/28 06:00:52 - mmengine - INFO - Epoch(train) [5][15700/15807] lr: 2.3500e-04 eta: 1 day, 12:09:06 time: 0.5571 data_time: 0.0016 memory: 12269 loss: 0.1835 loss_ctc: 0.1835 2022/12/28 06:01:30 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:01:43 - mmengine - INFO - Epoch(train) [5][15800/15807] lr: 2.3494e-04 eta: 1 day, 12:08:00 time: 0.4682 data_time: 0.0012 memory: 12269 loss: 0.1561 loss_ctc: 0.1561 2022/12/28 06:01:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:01:46 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/12/28 06:01:54 - mmengine - INFO - Epoch(val) [5][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.8160 CUTE80/recog/word_acc_ignore_case_symbol: 0.8160 IIIT5K/recog/word_acc: 0.0650 IIIT5K/recog/word_acc_ignore_case: 0.8390 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8390 SVT/recog/word_acc: 0.8748 SVT/recog/word_acc_ignore_case: 0.8748 SVT/recog/word_acc_ignore_case_symbol: 0.8748 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.7922 SVTP/recog/word_acc_ignore_case_symbol: 0.7922 IC13/recog/word_acc: 0.2828 IC13/recog/word_acc_ignore_case: 0.9261 IC13/recog/word_acc_ignore_case_symbol: 0.9261 IC15/recog/word_acc: 0.1141 IC15/recog/word_acc_ignore_case: 0.7020 IC15/recog/word_acc_ignore_case_symbol: 0.7102 CUTE80/recog/char_recall: 0.9253 CUTE80/recog/char_precision: 0.9341 IIIT5K/recog/char_recall: 0.9846 IIIT5K/recog/char_precision: 0.9096 SVT/recog/char_recall: 0.9694 SVT/recog/char_precision: 0.9649 SVTP/recog/char_recall: 0.9216 SVTP/recog/char_precision: 0.9479 IC13/recog/char_recall: 0.9841 IC13/recog/char_precision: 0.9763 IC15/recog/char_recall: 0.9104 IC15/recog/char_precision: 0.8936 2022/12/28 06:02:52 - mmengine - INFO - Epoch(train) [6][ 100/15807] lr: 2.3487e-04 eta: 1 day, 12:07:10 time: 0.5247 data_time: 0.0022 memory: 12269 loss: 0.1507 loss_ctc: 0.1507 2022/12/28 06:03:45 - mmengine - INFO - Epoch(train) [6][ 200/15807] lr: 2.3481e-04 eta: 1 day, 12:06:10 time: 0.5286 data_time: 0.0030 memory: 12269 loss: 0.1862 loss_ctc: 0.1862 2022/12/28 06:04:39 - mmengine - INFO - Epoch(train) [6][ 300/15807] lr: 2.3475e-04 eta: 1 day, 12:05:10 time: 0.5365 data_time: 0.0013 memory: 12269 loss: 0.1695 loss_ctc: 0.1695 2022/12/28 06:05:31 - mmengine - INFO - Epoch(train) [6][ 400/15807] lr: 2.3468e-04 eta: 1 day, 12:04:08 time: 0.4952 data_time: 0.0015 memory: 12269 loss: 0.1759 loss_ctc: 0.1759 2022/12/28 06:06:25 - mmengine - INFO - Epoch(train) [6][ 500/15807] lr: 2.3462e-04 eta: 1 day, 12:03:10 time: 0.5201 data_time: 0.0027 memory: 12269 loss: 0.1928 loss_ctc: 0.1928 2022/12/28 06:07:18 - mmengine - INFO - Epoch(train) [6][ 600/15807] lr: 2.3456e-04 eta: 1 day, 12:02:09 time: 0.5345 data_time: 0.0019 memory: 12269 loss: 0.1848 loss_ctc: 0.1848 2022/12/28 06:08:10 - mmengine - INFO - Epoch(train) [6][ 700/15807] lr: 2.3450e-04 eta: 1 day, 12:01:07 time: 0.5000 data_time: 0.0025 memory: 12269 loss: 0.1704 loss_ctc: 0.1704 2022/12/28 06:09:03 - mmengine - INFO - Epoch(train) [6][ 800/15807] lr: 2.3443e-04 eta: 1 day, 12:00:07 time: 0.5456 data_time: 0.0039 memory: 12269 loss: 0.1655 loss_ctc: 0.1655 2022/12/28 06:09:56 - mmengine - INFO - Epoch(train) [6][ 900/15807] lr: 2.3437e-04 eta: 1 day, 11:59:06 time: 0.5512 data_time: 0.0028 memory: 12269 loss: 0.1915 loss_ctc: 0.1915 2022/12/28 06:10:30 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:10:49 - mmengine - INFO - Epoch(train) [6][ 1000/15807] lr: 2.3431e-04 eta: 1 day, 11:58:06 time: 0.5598 data_time: 0.0017 memory: 12269 loss: 0.2054 loss_ctc: 0.2054 2022/12/28 06:11:42 - mmengine - INFO - Epoch(train) [6][ 1100/15807] lr: 2.3424e-04 eta: 1 day, 11:57:05 time: 0.4984 data_time: 0.0016 memory: 12269 loss: 0.1471 loss_ctc: 0.1471 2022/12/28 06:12:35 - mmengine - INFO - Epoch(train) [6][ 1200/15807] lr: 2.3418e-04 eta: 1 day, 11:56:06 time: 0.5258 data_time: 0.0024 memory: 12269 loss: 0.1918 loss_ctc: 0.1918 2022/12/28 06:13:28 - mmengine - INFO - Epoch(train) [6][ 1300/15807] lr: 2.3412e-04 eta: 1 day, 11:55:06 time: 0.5297 data_time: 0.0029 memory: 12269 loss: 0.1900 loss_ctc: 0.1900 2022/12/28 06:14:21 - mmengine - INFO - Epoch(train) [6][ 1400/15807] lr: 2.3405e-04 eta: 1 day, 11:54:04 time: 0.5212 data_time: 0.0015 memory: 12269 loss: 0.1784 loss_ctc: 0.1784 2022/12/28 06:15:14 - mmengine - INFO - Epoch(train) [6][ 1500/15807] lr: 2.3399e-04 eta: 1 day, 11:53:04 time: 0.5014 data_time: 0.0012 memory: 12269 loss: 0.1780 loss_ctc: 0.1780 2022/12/28 06:16:06 - mmengine - INFO - Epoch(train) [6][ 1600/15807] lr: 2.3392e-04 eta: 1 day, 11:52:02 time: 0.5087 data_time: 0.0013 memory: 12269 loss: 0.1842 loss_ctc: 0.1842 2022/12/28 06:17:00 - mmengine - INFO - Epoch(train) [6][ 1700/15807] lr: 2.3386e-04 eta: 1 day, 11:51:03 time: 0.5437 data_time: 0.0013 memory: 12269 loss: 0.1905 loss_ctc: 0.1905 2022/12/28 06:17:53 - mmengine - INFO - Epoch(train) [6][ 1800/15807] lr: 2.3380e-04 eta: 1 day, 11:50:03 time: 0.5104 data_time: 0.0022 memory: 12269 loss: 0.1951 loss_ctc: 0.1951 2022/12/28 06:18:45 - mmengine - INFO - Epoch(train) [6][ 1900/15807] lr: 2.3373e-04 eta: 1 day, 11:49:02 time: 0.5034 data_time: 0.0015 memory: 12269 loss: 0.1648 loss_ctc: 0.1648 2022/12/28 06:19:20 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:19:39 - mmengine - INFO - Epoch(train) [6][ 2000/15807] lr: 2.3367e-04 eta: 1 day, 11:48:02 time: 0.5357 data_time: 0.0017 memory: 12269 loss: 0.1781 loss_ctc: 0.1781 2022/12/28 06:20:32 - mmengine - INFO - Epoch(train) [6][ 2100/15807] lr: 2.3360e-04 eta: 1 day, 11:47:03 time: 0.5496 data_time: 0.0014 memory: 12269 loss: 0.2042 loss_ctc: 0.2042 2022/12/28 06:21:25 - mmengine - INFO - Epoch(train) [6][ 2200/15807] lr: 2.3354e-04 eta: 1 day, 11:46:04 time: 0.5011 data_time: 0.0016 memory: 12269 loss: 0.1703 loss_ctc: 0.1703 2022/12/28 06:22:19 - mmengine - INFO - Epoch(train) [6][ 2300/15807] lr: 2.3347e-04 eta: 1 day, 11:45:06 time: 0.5289 data_time: 0.0074 memory: 12269 loss: 0.1952 loss_ctc: 0.1952 2022/12/28 06:23:11 - mmengine - INFO - Epoch(train) [6][ 2400/15807] lr: 2.3341e-04 eta: 1 day, 11:44:04 time: 0.5252 data_time: 0.0034 memory: 12269 loss: 0.1653 loss_ctc: 0.1653 2022/12/28 06:24:05 - mmengine - INFO - Epoch(train) [6][ 2500/15807] lr: 2.3334e-04 eta: 1 day, 11:43:04 time: 0.5441 data_time: 0.0016 memory: 12269 loss: 0.1644 loss_ctc: 0.1644 2022/12/28 06:24:58 - mmengine - INFO - Epoch(train) [6][ 2600/15807] lr: 2.3328e-04 eta: 1 day, 11:42:04 time: 0.4782 data_time: 0.0058 memory: 12269 loss: 0.1674 loss_ctc: 0.1674 2022/12/28 06:25:51 - mmengine - INFO - Epoch(train) [6][ 2700/15807] lr: 2.3321e-04 eta: 1 day, 11:41:04 time: 0.4979 data_time: 0.0016 memory: 12269 loss: 0.1382 loss_ctc: 0.1382 2022/12/28 06:26:44 - mmengine - INFO - Epoch(train) [6][ 2800/15807] lr: 2.3315e-04 eta: 1 day, 11:40:04 time: 0.5203 data_time: 0.0013 memory: 12269 loss: 0.1841 loss_ctc: 0.1841 2022/12/28 06:27:37 - mmengine - INFO - Epoch(train) [6][ 2900/15807] lr: 2.3308e-04 eta: 1 day, 11:39:04 time: 0.5283 data_time: 0.0021 memory: 12269 loss: 0.1932 loss_ctc: 0.1932 2022/12/28 06:28:10 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:28:29 - mmengine - INFO - Epoch(train) [6][ 3000/15807] lr: 2.3301e-04 eta: 1 day, 11:38:02 time: 0.5301 data_time: 0.0017 memory: 12269 loss: 0.1896 loss_ctc: 0.1896 2022/12/28 06:29:22 - mmengine - INFO - Epoch(train) [6][ 3100/15807] lr: 2.3295e-04 eta: 1 day, 11:37:01 time: 0.5205 data_time: 0.0014 memory: 12269 loss: 0.1760 loss_ctc: 0.1760 2022/12/28 06:30:15 - mmengine - INFO - Epoch(train) [6][ 3200/15807] lr: 2.3288e-04 eta: 1 day, 11:36:04 time: 0.5569 data_time: 0.0016 memory: 12269 loss: 0.1791 loss_ctc: 0.1791 2022/12/28 06:31:08 - mmengine - INFO - Epoch(train) [6][ 3300/15807] lr: 2.3282e-04 eta: 1 day, 11:35:03 time: 0.5206 data_time: 0.0014 memory: 12269 loss: 0.1877 loss_ctc: 0.1877 2022/12/28 06:32:00 - mmengine - INFO - Epoch(train) [6][ 3400/15807] lr: 2.3275e-04 eta: 1 day, 11:34:01 time: 0.5020 data_time: 0.0052 memory: 12269 loss: 0.2039 loss_ctc: 0.2039 2022/12/28 06:32:53 - mmengine - INFO - Epoch(train) [6][ 3500/15807] lr: 2.3268e-04 eta: 1 day, 11:33:01 time: 0.5489 data_time: 0.0014 memory: 12269 loss: 0.1693 loss_ctc: 0.1693 2022/12/28 06:33:45 - mmengine - INFO - Epoch(train) [6][ 3600/15807] lr: 2.3262e-04 eta: 1 day, 11:31:58 time: 0.5399 data_time: 0.0015 memory: 12269 loss: 0.2278 loss_ctc: 0.2278 2022/12/28 06:34:39 - mmengine - INFO - Epoch(train) [6][ 3700/15807] lr: 2.3255e-04 eta: 1 day, 11:30:59 time: 0.5372 data_time: 0.0017 memory: 12269 loss: 0.1996 loss_ctc: 0.1996 2022/12/28 06:35:31 - mmengine - INFO - Epoch(train) [6][ 3800/15807] lr: 2.3248e-04 eta: 1 day, 11:29:59 time: 0.5602 data_time: 0.0038 memory: 12269 loss: 0.1624 loss_ctc: 0.1624 2022/12/28 06:36:26 - mmengine - INFO - Epoch(train) [6][ 3900/15807] lr: 2.3242e-04 eta: 1 day, 11:29:02 time: 0.5231 data_time: 0.0030 memory: 12269 loss: 0.1733 loss_ctc: 0.1733 2022/12/28 06:37:01 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:37:19 - mmengine - INFO - Epoch(train) [6][ 4000/15807] lr: 2.3235e-04 eta: 1 day, 11:28:03 time: 0.4948 data_time: 0.0014 memory: 12269 loss: 0.1518 loss_ctc: 0.1518 2022/12/28 06:38:12 - mmengine - INFO - Epoch(train) [6][ 4100/15807] lr: 2.3228e-04 eta: 1 day, 11:27:04 time: 0.5508 data_time: 0.0013 memory: 12269 loss: 0.2110 loss_ctc: 0.2110 2022/12/28 06:39:06 - mmengine - INFO - Epoch(train) [6][ 4200/15807] lr: 2.3222e-04 eta: 1 day, 11:26:06 time: 0.4958 data_time: 0.0015 memory: 12269 loss: 0.1500 loss_ctc: 0.1500 2022/12/28 06:39:58 - mmengine - INFO - Epoch(train) [6][ 4300/15807] lr: 2.3215e-04 eta: 1 day, 11:25:05 time: 0.5599 data_time: 0.0015 memory: 12269 loss: 0.1895 loss_ctc: 0.1895 2022/12/28 06:40:51 - mmengine - INFO - Epoch(train) [6][ 4400/15807] lr: 2.3208e-04 eta: 1 day, 11:24:05 time: 0.5456 data_time: 0.0013 memory: 12269 loss: 0.1436 loss_ctc: 0.1436 2022/12/28 06:41:45 - mmengine - INFO - Epoch(train) [6][ 4500/15807] lr: 2.3201e-04 eta: 1 day, 11:23:08 time: 0.5688 data_time: 0.0021 memory: 12269 loss: 0.1383 loss_ctc: 0.1383 2022/12/28 06:42:39 - mmengine - INFO - Epoch(train) [6][ 4600/15807] lr: 2.3195e-04 eta: 1 day, 11:22:09 time: 0.5260 data_time: 0.0014 memory: 12269 loss: 0.1576 loss_ctc: 0.1576 2022/12/28 06:43:32 - mmengine - INFO - Epoch(train) [6][ 4700/15807] lr: 2.3188e-04 eta: 1 day, 11:21:11 time: 0.5175 data_time: 0.0014 memory: 12269 loss: 0.1866 loss_ctc: 0.1866 2022/12/28 06:44:26 - mmengine - INFO - Epoch(train) [6][ 4800/15807] lr: 2.3181e-04 eta: 1 day, 11:20:13 time: 0.5152 data_time: 0.0015 memory: 12269 loss: 0.1596 loss_ctc: 0.1596 2022/12/28 06:45:19 - mmengine - INFO - Epoch(train) [6][ 4900/15807] lr: 2.3174e-04 eta: 1 day, 11:19:15 time: 0.5584 data_time: 0.0016 memory: 12269 loss: 0.1993 loss_ctc: 0.1993 2022/12/28 06:45:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:46:12 - mmengine - INFO - Epoch(train) [6][ 5000/15807] lr: 2.3167e-04 eta: 1 day, 11:18:15 time: 0.5121 data_time: 0.0019 memory: 12269 loss: 0.1533 loss_ctc: 0.1533 2022/12/28 06:47:06 - mmengine - INFO - Epoch(train) [6][ 5100/15807] lr: 2.3161e-04 eta: 1 day, 11:17:17 time: 0.5072 data_time: 0.0015 memory: 12269 loss: 0.1806 loss_ctc: 0.1806 2022/12/28 06:47:58 - mmengine - INFO - Epoch(train) [6][ 5200/15807] lr: 2.3154e-04 eta: 1 day, 11:16:15 time: 0.4764 data_time: 0.0018 memory: 12269 loss: 0.1605 loss_ctc: 0.1605 2022/12/28 06:48:50 - mmengine - INFO - Epoch(train) [6][ 5300/15807] lr: 2.3147e-04 eta: 1 day, 11:15:14 time: 0.5336 data_time: 0.0032 memory: 12269 loss: 0.1721 loss_ctc: 0.1721 2022/12/28 06:49:43 - mmengine - INFO - Epoch(train) [6][ 5400/15807] lr: 2.3140e-04 eta: 1 day, 11:14:13 time: 0.5526 data_time: 0.0013 memory: 12269 loss: 0.1549 loss_ctc: 0.1549 2022/12/28 06:50:36 - mmengine - INFO - Epoch(train) [6][ 5500/15807] lr: 2.3133e-04 eta: 1 day, 11:13:14 time: 0.5162 data_time: 0.0031 memory: 12269 loss: 0.1882 loss_ctc: 0.1882 2022/12/28 06:51:28 - mmengine - INFO - Epoch(train) [6][ 5600/15807] lr: 2.3126e-04 eta: 1 day, 11:12:13 time: 0.5483 data_time: 0.0015 memory: 12269 loss: 0.2137 loss_ctc: 0.2137 2022/12/28 06:52:22 - mmengine - INFO - Epoch(train) [6][ 5700/15807] lr: 2.3119e-04 eta: 1 day, 11:11:14 time: 0.5198 data_time: 0.0014 memory: 12269 loss: 0.1508 loss_ctc: 0.1508 2022/12/28 06:53:16 - mmengine - INFO - Epoch(train) [6][ 5800/15807] lr: 2.3113e-04 eta: 1 day, 11:10:17 time: 0.5729 data_time: 0.0013 memory: 12269 loss: 0.1714 loss_ctc: 0.1714 2022/12/28 06:54:08 - mmengine - INFO - Epoch(train) [6][ 5900/15807] lr: 2.3106e-04 eta: 1 day, 11:09:15 time: 0.4919 data_time: 0.0016 memory: 12269 loss: 0.1574 loss_ctc: 0.1574 2022/12/28 06:54:43 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 06:55:01 - mmengine - INFO - Epoch(train) [6][ 6000/15807] lr: 2.3099e-04 eta: 1 day, 11:08:16 time: 0.5601 data_time: 0.0017 memory: 12269 loss: 0.1805 loss_ctc: 0.1805 2022/12/28 06:55:54 - mmengine - INFO - Epoch(train) [6][ 6100/15807] lr: 2.3092e-04 eta: 1 day, 11:07:18 time: 0.5482 data_time: 0.0013 memory: 12269 loss: 0.1601 loss_ctc: 0.1601 2022/12/28 06:56:47 - mmengine - INFO - Epoch(train) [6][ 6200/15807] lr: 2.3085e-04 eta: 1 day, 11:06:18 time: 0.5062 data_time: 0.0012 memory: 12269 loss: 0.1669 loss_ctc: 0.1669 2022/12/28 06:57:41 - mmengine - INFO - Epoch(train) [6][ 6300/15807] lr: 2.3078e-04 eta: 1 day, 11:05:20 time: 0.5783 data_time: 0.0020 memory: 12269 loss: 0.1511 loss_ctc: 0.1511 2022/12/28 06:58:33 - mmengine - INFO - Epoch(train) [6][ 6400/15807] lr: 2.3071e-04 eta: 1 day, 11:04:19 time: 0.5224 data_time: 0.0013 memory: 12269 loss: 0.1809 loss_ctc: 0.1809 2022/12/28 06:59:26 - mmengine - INFO - Epoch(train) [6][ 6500/15807] lr: 2.3064e-04 eta: 1 day, 11:03:20 time: 0.5435 data_time: 0.0040 memory: 12269 loss: 0.1943 loss_ctc: 0.1943 2022/12/28 07:00:19 - mmengine - INFO - Epoch(train) [6][ 6600/15807] lr: 2.3057e-04 eta: 1 day, 11:02:19 time: 0.5238 data_time: 0.0036 memory: 12269 loss: 0.1189 loss_ctc: 0.1189 2022/12/28 07:01:13 - mmengine - INFO - Epoch(train) [6][ 6700/15807] lr: 2.3050e-04 eta: 1 day, 11:01:23 time: 0.5499 data_time: 0.0018 memory: 12269 loss: 0.1927 loss_ctc: 0.1927 2022/12/28 07:02:07 - mmengine - INFO - Epoch(train) [6][ 6800/15807] lr: 2.3043e-04 eta: 1 day, 11:00:26 time: 0.5757 data_time: 0.0016 memory: 12269 loss: 0.1636 loss_ctc: 0.1636 2022/12/28 07:03:00 - mmengine - INFO - Epoch(train) [6][ 6900/15807] lr: 2.3036e-04 eta: 1 day, 10:59:28 time: 0.5108 data_time: 0.0022 memory: 12269 loss: 0.1407 loss_ctc: 0.1407 2022/12/28 07:03:34 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 07:03:52 - mmengine - INFO - Epoch(train) [6][ 7000/15807] lr: 2.3029e-04 eta: 1 day, 10:58:24 time: 0.4991 data_time: 0.0013 memory: 12269 loss: 0.1965 loss_ctc: 0.1965 2022/12/28 07:04:45 - mmengine - INFO - Epoch(train) [6][ 7100/15807] lr: 2.3022e-04 eta: 1 day, 10:57:24 time: 0.5820 data_time: 0.0031 memory: 12269 loss: 0.1568 loss_ctc: 0.1568 2022/12/28 07:05:37 - mmengine - INFO - Epoch(train) [6][ 7200/15807] lr: 2.3015e-04 eta: 1 day, 10:56:22 time: 0.5349 data_time: 0.0041 memory: 12269 loss: 0.1905 loss_ctc: 0.1905 2022/12/28 07:06:30 - mmengine - INFO - Epoch(train) [6][ 7300/15807] lr: 2.3008e-04 eta: 1 day, 10:55:23 time: 0.5431 data_time: 0.0013 memory: 12269 loss: 0.1854 loss_ctc: 0.1854 2022/12/28 07:07:22 - mmengine - INFO - Epoch(train) [6][ 7400/15807] lr: 2.3001e-04 eta: 1 day, 10:54:21 time: 0.5056 data_time: 0.0015 memory: 12269 loss: 0.1865 loss_ctc: 0.1865 2022/12/28 07:08:14 - mmengine - INFO - Epoch(train) [6][ 7500/15807] lr: 2.2993e-04 eta: 1 day, 10:53:21 time: 0.4995 data_time: 0.0016 memory: 12269 loss: 0.1560 loss_ctc: 0.1560 2022/12/28 07:09:07 - mmengine - INFO - Epoch(train) [6][ 7600/15807] lr: 2.2986e-04 eta: 1 day, 10:52:20 time: 0.5342 data_time: 0.0016 memory: 12269 loss: 0.1975 loss_ctc: 0.1975 2022/12/28 07:09:59 - mmengine - INFO - Epoch(train) [6][ 7700/15807] lr: 2.2979e-04 eta: 1 day, 10:51:19 time: 0.5090 data_time: 0.0016 memory: 12269 loss: 0.1961 loss_ctc: 0.1961 2022/12/28 07:10:52 - mmengine - INFO - Epoch(train) [6][ 7800/15807] lr: 2.2972e-04 eta: 1 day, 10:50:19 time: 0.5806 data_time: 0.0016 memory: 12269 loss: 0.1538 loss_ctc: 0.1538 2022/12/28 07:11:44 - mmengine - INFO - Epoch(train) [6][ 7900/15807] lr: 2.2965e-04 eta: 1 day, 10:49:19 time: 0.4875 data_time: 0.0014 memory: 12269 loss: 0.1822 loss_ctc: 0.1822 2022/12/28 07:12:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 07:12:37 - mmengine - INFO - Epoch(train) [6][ 8000/15807] lr: 2.2958e-04 eta: 1 day, 10:48:19 time: 0.5248 data_time: 0.0013 memory: 12269 loss: 0.2016 loss_ctc: 0.2016 2022/12/28 07:13:31 - mmengine - INFO - Epoch(train) [6][ 8100/15807] lr: 2.2951e-04 eta: 1 day, 10:47:21 time: 0.5607 data_time: 0.0013 memory: 12269 loss: 0.1867 loss_ctc: 0.1867 2022/12/28 07:14:24 - mmengine - INFO - Epoch(train) [6][ 8200/15807] lr: 2.2943e-04 eta: 1 day, 10:46:22 time: 0.5039 data_time: 0.0024 memory: 12269 loss: 0.1723 loss_ctc: 0.1723 2022/12/28 07:15:16 - mmengine - INFO - Epoch(train) [6][ 8300/15807] lr: 2.2936e-04 eta: 1 day, 10:45:22 time: 0.5494 data_time: 0.0014 memory: 12269 loss: 0.2016 loss_ctc: 0.2016 2022/12/28 07:16:10 - mmengine - INFO - Epoch(train) [6][ 8400/15807] lr: 2.2929e-04 eta: 1 day, 10:44:23 time: 0.5490 data_time: 0.0015 memory: 12269 loss: 0.1814 loss_ctc: 0.1814 2022/12/28 07:17:02 - mmengine - INFO - Epoch(train) [6][ 8500/15807] lr: 2.2922e-04 eta: 1 day, 10:43:24 time: 0.5285 data_time: 0.0015 memory: 12269 loss: 0.1468 loss_ctc: 0.1468 2022/12/28 07:17:55 - mmengine - INFO - Epoch(train) [6][ 8600/15807] lr: 2.2915e-04 eta: 1 day, 10:42:25 time: 0.4915 data_time: 0.0043 memory: 12269 loss: 0.1527 loss_ctc: 0.1527 2022/12/28 07:18:48 - mmengine - INFO - Epoch(train) [6][ 8700/15807] lr: 2.2907e-04 eta: 1 day, 10:41:25 time: 0.5156 data_time: 0.0017 memory: 12269 loss: 0.2003 loss_ctc: 0.2003 2022/12/28 07:19:41 - mmengine - INFO - Epoch(train) [6][ 8800/15807] lr: 2.2900e-04 eta: 1 day, 10:40:27 time: 0.5660 data_time: 0.0039 memory: 12269 loss: 0.1706 loss_ctc: 0.1706 2022/12/28 07:20:34 - mmengine - INFO - Epoch(train) [6][ 8900/15807] lr: 2.2893e-04 eta: 1 day, 10:39:27 time: 0.4764 data_time: 0.0020 memory: 12269 loss: 0.1777 loss_ctc: 0.1777 2022/12/28 07:21:10 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 07:21:28 - mmengine - INFO - Epoch(train) [6][ 9000/15807] lr: 2.2886e-04 eta: 1 day, 10:38:30 time: 0.5099 data_time: 0.0015 memory: 12269 loss: 0.1465 loss_ctc: 0.1465 2022/12/28 07:22:21 - mmengine - INFO - Epoch(train) [6][ 9100/15807] lr: 2.2878e-04 eta: 1 day, 10:37:31 time: 0.5263 data_time: 0.0085 memory: 12269 loss: 0.1784 loss_ctc: 0.1784 2022/12/28 07:23:14 - mmengine - INFO - Epoch(train) [6][ 9200/15807] lr: 2.2871e-04 eta: 1 day, 10:36:32 time: 0.5271 data_time: 0.0015 memory: 12269 loss: 0.1704 loss_ctc: 0.1704 2022/12/28 07:24:07 - mmengine - INFO - Epoch(train) [6][ 9300/15807] lr: 2.2864e-04 eta: 1 day, 10:35:33 time: 0.5122 data_time: 0.0016 memory: 12269 loss: 0.1726 loss_ctc: 0.1726 2022/12/28 07:25:00 - mmengine - INFO - Epoch(train) [6][ 9400/15807] lr: 2.2856e-04 eta: 1 day, 10:34:33 time: 0.5341 data_time: 0.0014 memory: 12269 loss: 0.1711 loss_ctc: 0.1711 2022/12/28 07:25:52 - mmengine - INFO - Epoch(train) [6][ 9500/15807] lr: 2.2849e-04 eta: 1 day, 10:33:32 time: 0.4974 data_time: 0.0014 memory: 12269 loss: 0.1786 loss_ctc: 0.1786 2022/12/28 07:26:46 - mmengine - INFO - Epoch(train) [6][ 9600/15807] lr: 2.2842e-04 eta: 1 day, 10:32:35 time: 0.5649 data_time: 0.0016 memory: 12269 loss: 0.1575 loss_ctc: 0.1575 2022/12/28 07:27:39 - mmengine - INFO - Epoch(train) [6][ 9700/15807] lr: 2.2834e-04 eta: 1 day, 10:31:37 time: 0.5216 data_time: 0.0022 memory: 12269 loss: 0.2085 loss_ctc: 0.2085 2022/12/28 07:28:33 - mmengine - INFO - Epoch(train) [6][ 9800/15807] lr: 2.2827e-04 eta: 1 day, 10:30:40 time: 0.5556 data_time: 0.0019 memory: 12269 loss: 0.1344 loss_ctc: 0.1344 2022/12/28 07:29:25 - mmengine - INFO - Epoch(train) [6][ 9900/15807] lr: 2.2820e-04 eta: 1 day, 10:29:40 time: 0.4997 data_time: 0.0016 memory: 12269 loss: 0.1913 loss_ctc: 0.1913 2022/12/28 07:30:00 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 07:30:19 - mmengine - INFO - Epoch(train) [6][10000/15807] lr: 2.2812e-04 eta: 1 day, 10:28:42 time: 0.5407 data_time: 0.0015 memory: 12269 loss: 0.1804 loss_ctc: 0.1804 2022/12/28 07:31:12 - mmengine - INFO - Epoch(train) [6][10100/15807] lr: 2.2805e-04 eta: 1 day, 10:27:45 time: 0.5143 data_time: 0.0037 memory: 12269 loss: 0.1525 loss_ctc: 0.1525 2022/12/28 07:32:06 - mmengine - INFO - Epoch(train) [6][10200/15807] lr: 2.2797e-04 eta: 1 day, 10:26:47 time: 0.5181 data_time: 0.0029 memory: 12269 loss: 0.1713 loss_ctc: 0.1713 2022/12/28 07:32:59 - mmengine - INFO - Epoch(train) [6][10300/15807] lr: 2.2790e-04 eta: 1 day, 10:25:48 time: 0.5281 data_time: 0.0013 memory: 12269 loss: 0.1671 loss_ctc: 0.1671 2022/12/28 07:33:53 - mmengine - INFO - Epoch(train) [6][10400/15807] lr: 2.2783e-04 eta: 1 day, 10:24:51 time: 0.5320 data_time: 0.0055 memory: 12269 loss: 0.1511 loss_ctc: 0.1511 2022/12/28 07:34:46 - mmengine - INFO - Epoch(train) [6][10500/15807] lr: 2.2775e-04 eta: 1 day, 10:23:53 time: 0.5859 data_time: 0.0015 memory: 12269 loss: 0.1765 loss_ctc: 0.1765 2022/12/28 07:35:39 - mmengine - INFO - Epoch(train) [6][10600/15807] lr: 2.2768e-04 eta: 1 day, 10:22:54 time: 0.5636 data_time: 0.0015 memory: 12269 loss: 0.1928 loss_ctc: 0.1928 2022/12/28 07:36:32 - mmengine - INFO - Epoch(train) [6][10700/15807] lr: 2.2760e-04 eta: 1 day, 10:21:56 time: 0.5381 data_time: 0.0016 memory: 12269 loss: 0.1514 loss_ctc: 0.1514 2022/12/28 07:37:25 - mmengine - INFO - Epoch(train) [6][10800/15807] lr: 2.2753e-04 eta: 1 day, 10:20:57 time: 0.6050 data_time: 0.0050 memory: 12269 loss: 0.1650 loss_ctc: 0.1650 2022/12/28 07:38:17 - mmengine - INFO - Epoch(train) [6][10900/15807] lr: 2.2745e-04 eta: 1 day, 10:19:56 time: 0.4955 data_time: 0.0015 memory: 12269 loss: 0.1730 loss_ctc: 0.1730 2022/12/28 07:38:52 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 07:39:11 - mmengine - INFO - Epoch(train) [6][11000/15807] lr: 2.2738e-04 eta: 1 day, 10:18:59 time: 0.5127 data_time: 0.0031 memory: 12269 loss: 0.1633 loss_ctc: 0.1633 2022/12/28 07:40:04 - mmengine - INFO - Epoch(train) [6][11100/15807] lr: 2.2730e-04 eta: 1 day, 10:18:00 time: 0.4913 data_time: 0.0014 memory: 12269 loss: 0.1710 loss_ctc: 0.1710 2022/12/28 07:40:56 - mmengine - INFO - Epoch(train) [6][11200/15807] lr: 2.2723e-04 eta: 1 day, 10:17:00 time: 0.5275 data_time: 0.0048 memory: 12269 loss: 0.1871 loss_ctc: 0.1871 2022/12/28 07:41:49 - mmengine - INFO - Epoch(train) [6][11300/15807] lr: 2.2715e-04 eta: 1 day, 10:16:01 time: 0.5587 data_time: 0.0013 memory: 12269 loss: 0.1545 loss_ctc: 0.1545 2022/12/28 07:42:41 - mmengine - INFO - Epoch(train) [6][11400/15807] lr: 2.2708e-04 eta: 1 day, 10:15:00 time: 0.4918 data_time: 0.0015 memory: 12269 loss: 0.1764 loss_ctc: 0.1764 2022/12/28 07:43:35 - mmengine - INFO - Epoch(train) [6][11500/15807] lr: 2.2700e-04 eta: 1 day, 10:14:03 time: 0.5708 data_time: 0.0013 memory: 12269 loss: 0.1827 loss_ctc: 0.1827 2022/12/28 07:44:28 - mmengine - INFO - Epoch(train) [6][11600/15807] lr: 2.2693e-04 eta: 1 day, 10:13:04 time: 0.5435 data_time: 0.0070 memory: 12269 loss: 0.1508 loss_ctc: 0.1508 2022/12/28 07:45:20 - mmengine - INFO - Epoch(train) [6][11700/15807] lr: 2.2685e-04 eta: 1 day, 10:12:04 time: 0.5144 data_time: 0.0018 memory: 12269 loss: 0.1848 loss_ctc: 0.1848 2022/12/28 07:46:13 - mmengine - INFO - Epoch(train) [6][11800/15807] lr: 2.2677e-04 eta: 1 day, 10:11:05 time: 0.5139 data_time: 0.0013 memory: 12269 loss: 0.1809 loss_ctc: 0.1809 2022/12/28 07:47:06 - mmengine - INFO - Epoch(train) [6][11900/15807] lr: 2.2670e-04 eta: 1 day, 10:10:07 time: 0.5584 data_time: 0.0013 memory: 12269 loss: 0.1619 loss_ctc: 0.1619 2022/12/28 07:47:41 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 07:48:00 - mmengine - INFO - Epoch(train) [6][12000/15807] lr: 2.2662e-04 eta: 1 day, 10:09:08 time: 0.5386 data_time: 0.0013 memory: 12269 loss: 0.1596 loss_ctc: 0.1596 2022/12/28 07:48:53 - mmengine - INFO - Epoch(train) [6][12100/15807] lr: 2.2655e-04 eta: 1 day, 10:08:09 time: 0.5354 data_time: 0.0031 memory: 12269 loss: 0.2013 loss_ctc: 0.2013 2022/12/28 07:49:46 - mmengine - INFO - Epoch(train) [6][12200/15807] lr: 2.2647e-04 eta: 1 day, 10:07:11 time: 0.5529 data_time: 0.0017 memory: 12269 loss: 0.1578 loss_ctc: 0.1578 2022/12/28 07:50:39 - mmengine - INFO - Epoch(train) [6][12300/15807] lr: 2.2639e-04 eta: 1 day, 10:06:12 time: 0.5602 data_time: 0.0013 memory: 12269 loss: 0.1704 loss_ctc: 0.1704 2022/12/28 07:51:33 - mmengine - INFO - Epoch(train) [6][12400/15807] lr: 2.2632e-04 eta: 1 day, 10:05:16 time: 0.5598 data_time: 0.0020 memory: 12269 loss: 0.1950 loss_ctc: 0.1950 2022/12/28 07:52:26 - mmengine - INFO - Epoch(train) [6][12500/15807] lr: 2.2624e-04 eta: 1 day, 10:04:18 time: 0.5303 data_time: 0.0017 memory: 12269 loss: 0.1440 loss_ctc: 0.1440 2022/12/28 07:53:19 - mmengine - INFO - Epoch(train) [6][12600/15807] lr: 2.2616e-04 eta: 1 day, 10:03:20 time: 0.5278 data_time: 0.0045 memory: 12269 loss: 0.1990 loss_ctc: 0.1990 2022/12/28 07:54:13 - mmengine - INFO - Epoch(train) [6][12700/15807] lr: 2.2609e-04 eta: 1 day, 10:02:24 time: 0.5423 data_time: 0.0014 memory: 12269 loss: 0.1437 loss_ctc: 0.1437 2022/12/28 07:55:05 - mmengine - INFO - Epoch(train) [6][12800/15807] lr: 2.2601e-04 eta: 1 day, 10:01:24 time: 0.4927 data_time: 0.0068 memory: 12269 loss: 0.1513 loss_ctc: 0.1513 2022/12/28 07:55:59 - mmengine - INFO - Epoch(train) [6][12900/15807] lr: 2.2593e-04 eta: 1 day, 10:00:26 time: 0.5468 data_time: 0.0031 memory: 12269 loss: 0.1777 loss_ctc: 0.1777 2022/12/28 07:56:34 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 07:56:53 - mmengine - INFO - Epoch(train) [6][13000/15807] lr: 2.2585e-04 eta: 1 day, 9:59:31 time: 0.5480 data_time: 0.0016 memory: 12269 loss: 0.1811 loss_ctc: 0.1811 2022/12/28 07:57:46 - mmengine - INFO - Epoch(train) [6][13100/15807] lr: 2.2578e-04 eta: 1 day, 9:58:32 time: 0.5138 data_time: 0.0016 memory: 12269 loss: 0.1712 loss_ctc: 0.1712 2022/12/28 07:58:40 - mmengine - INFO - Epoch(train) [6][13200/15807] lr: 2.2570e-04 eta: 1 day, 9:57:35 time: 0.5225 data_time: 0.0038 memory: 12269 loss: 0.2269 loss_ctc: 0.2269 2022/12/28 07:59:33 - mmengine - INFO - Epoch(train) [6][13300/15807] lr: 2.2562e-04 eta: 1 day, 9:56:38 time: 0.5348 data_time: 0.0027 memory: 12269 loss: 0.1952 loss_ctc: 0.1952 2022/12/28 08:00:27 - mmengine - INFO - Epoch(train) [6][13400/15807] lr: 2.2554e-04 eta: 1 day, 9:55:40 time: 0.5529 data_time: 0.0018 memory: 12269 loss: 0.2036 loss_ctc: 0.2036 2022/12/28 08:01:20 - mmengine - INFO - Epoch(train) [6][13500/15807] lr: 2.2547e-04 eta: 1 day, 9:54:42 time: 0.5187 data_time: 0.0020 memory: 12269 loss: 0.1673 loss_ctc: 0.1673 2022/12/28 08:02:13 - mmengine - INFO - Epoch(train) [6][13600/15807] lr: 2.2539e-04 eta: 1 day, 9:53:43 time: 0.5109 data_time: 0.0016 memory: 12269 loss: 0.1753 loss_ctc: 0.1753 2022/12/28 08:03:05 - mmengine - INFO - Epoch(train) [6][13700/15807] lr: 2.2531e-04 eta: 1 day, 9:52:44 time: 0.5792 data_time: 0.0023 memory: 12269 loss: 0.1663 loss_ctc: 0.1663 2022/12/28 08:03:57 - mmengine - INFO - Epoch(train) [6][13800/15807] lr: 2.2523e-04 eta: 1 day, 9:51:43 time: 0.4882 data_time: 0.0015 memory: 12269 loss: 0.1823 loss_ctc: 0.1823 2022/12/28 08:04:51 - mmengine - INFO - Epoch(train) [6][13900/15807] lr: 2.2516e-04 eta: 1 day, 9:50:47 time: 0.5833 data_time: 0.0014 memory: 12269 loss: 0.1458 loss_ctc: 0.1458 2022/12/28 08:05:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:05:45 - mmengine - INFO - Epoch(train) [6][14000/15807] lr: 2.2508e-04 eta: 1 day, 9:49:49 time: 0.5052 data_time: 0.0027 memory: 12269 loss: 0.2008 loss_ctc: 0.2008 2022/12/28 08:06:38 - mmengine - INFO - Epoch(train) [6][14100/15807] lr: 2.2500e-04 eta: 1 day, 9:48:52 time: 0.5577 data_time: 0.0020 memory: 12269 loss: 0.1699 loss_ctc: 0.1699 2022/12/28 08:07:31 - mmengine - INFO - Epoch(train) [6][14200/15807] lr: 2.2492e-04 eta: 1 day, 9:47:54 time: 0.5156 data_time: 0.0015 memory: 12269 loss: 0.2115 loss_ctc: 0.2115 2022/12/28 08:08:24 - mmengine - INFO - Epoch(train) [6][14300/15807] lr: 2.2484e-04 eta: 1 day, 9:46:55 time: 0.5350 data_time: 0.0016 memory: 12269 loss: 0.1991 loss_ctc: 0.1991 2022/12/28 08:09:18 - mmengine - INFO - Epoch(train) [6][14400/15807] lr: 2.2476e-04 eta: 1 day, 9:45:58 time: 0.5469 data_time: 0.0015 memory: 12269 loss: 0.1515 loss_ctc: 0.1515 2022/12/28 08:10:11 - mmengine - INFO - Epoch(train) [6][14500/15807] lr: 2.2468e-04 eta: 1 day, 9:45:00 time: 0.5427 data_time: 0.0028 memory: 12269 loss: 0.1664 loss_ctc: 0.1664 2022/12/28 08:11:04 - mmengine - INFO - Epoch(train) [6][14600/15807] lr: 2.2460e-04 eta: 1 day, 9:44:02 time: 0.5452 data_time: 0.0016 memory: 12269 loss: 0.1783 loss_ctc: 0.1783 2022/12/28 08:11:58 - mmengine - INFO - Epoch(train) [6][14700/15807] lr: 2.2453e-04 eta: 1 day, 9:43:05 time: 0.5177 data_time: 0.0019 memory: 12269 loss: 0.1364 loss_ctc: 0.1364 2022/12/28 08:12:50 - mmengine - INFO - Epoch(train) [6][14800/15807] lr: 2.2445e-04 eta: 1 day, 9:42:06 time: 0.5071 data_time: 0.0022 memory: 12269 loss: 0.2015 loss_ctc: 0.2015 2022/12/28 08:13:44 - mmengine - INFO - Epoch(train) [6][14900/15807] lr: 2.2437e-04 eta: 1 day, 9:41:08 time: 0.5086 data_time: 0.0016 memory: 12269 loss: 0.1518 loss_ctc: 0.1518 2022/12/28 08:14:18 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:14:36 - mmengine - INFO - Epoch(train) [6][15000/15807] lr: 2.2429e-04 eta: 1 day, 9:40:09 time: 0.5057 data_time: 0.0023 memory: 12269 loss: 0.1733 loss_ctc: 0.1733 2022/12/28 08:15:30 - mmengine - INFO - Epoch(train) [6][15100/15807] lr: 2.2421e-04 eta: 1 day, 9:39:13 time: 0.5519 data_time: 0.0018 memory: 12269 loss: 0.1450 loss_ctc: 0.1450 2022/12/28 08:16:23 - mmengine - INFO - Epoch(train) [6][15200/15807] lr: 2.2413e-04 eta: 1 day, 9:38:13 time: 0.5286 data_time: 0.0018 memory: 12269 loss: 0.1729 loss_ctc: 0.1729 2022/12/28 08:17:17 - mmengine - INFO - Epoch(train) [6][15300/15807] lr: 2.2405e-04 eta: 1 day, 9:37:17 time: 0.5970 data_time: 0.0031 memory: 12269 loss: 0.1620 loss_ctc: 0.1620 2022/12/28 08:18:09 - mmengine - INFO - Epoch(train) [6][15400/15807] lr: 2.2397e-04 eta: 1 day, 9:36:17 time: 0.4965 data_time: 0.0014 memory: 12269 loss: 0.1889 loss_ctc: 0.1889 2022/12/28 08:19:02 - mmengine - INFO - Epoch(train) [6][15500/15807] lr: 2.2389e-04 eta: 1 day, 9:35:20 time: 0.5622 data_time: 0.0014 memory: 12269 loss: 0.1662 loss_ctc: 0.1662 2022/12/28 08:19:55 - mmengine - INFO - Epoch(train) [6][15600/15807] lr: 2.2381e-04 eta: 1 day, 9:34:21 time: 0.5172 data_time: 0.0019 memory: 12269 loss: 0.1880 loss_ctc: 0.1880 2022/12/28 08:20:48 - mmengine - INFO - Epoch(train) [6][15700/15807] lr: 2.2373e-04 eta: 1 day, 9:33:23 time: 0.5222 data_time: 0.0022 memory: 12269 loss: 0.1556 loss_ctc: 0.1556 2022/12/28 08:21:39 - mmengine - INFO - Epoch(train) [6][15800/15807] lr: 2.2365e-04 eta: 1 day, 9:32:20 time: 0.4850 data_time: 0.0019 memory: 12269 loss: 0.1984 loss_ctc: 0.1984 2022/12/28 08:21:42 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:21:42 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/12/28 08:21:50 - mmengine - INFO - Epoch(val) [6][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.8472 CUTE80/recog/word_acc_ignore_case_symbol: 0.8472 IIIT5K/recog/word_acc: 0.0627 IIIT5K/recog/word_acc_ignore_case: 0.8330 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8330 SVT/recog/word_acc: 0.8624 SVT/recog/word_acc_ignore_case: 0.8624 SVT/recog/word_acc_ignore_case_symbol: 0.8624 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.7984 SVTP/recog/word_acc_ignore_case_symbol: 0.7984 IC13/recog/word_acc: 0.2837 IC13/recog/word_acc_ignore_case: 0.9192 IC13/recog/word_acc_ignore_case_symbol: 0.9192 IC15/recog/word_acc: 0.1117 IC15/recog/word_acc_ignore_case: 0.6957 IC15/recog/word_acc_ignore_case_symbol: 0.7039 CUTE80/recog/char_recall: 0.9322 CUTE80/recog/char_precision: 0.9299 IIIT5K/recog/char_recall: 0.9856 IIIT5K/recog/char_precision: 0.9035 SVT/recog/char_recall: 0.9694 SVT/recog/char_precision: 0.9568 SVTP/recog/char_recall: 0.9316 SVTP/recog/char_precision: 0.9385 IC13/recog/char_recall: 0.9844 IC13/recog/char_precision: 0.9723 IC15/recog/char_recall: 0.9148 IC15/recog/char_precision: 0.8817 2022/12/28 08:22:49 - mmengine - INFO - Epoch(train) [7][ 100/15807] lr: 2.2356e-04 eta: 1 day, 9:31:30 time: 0.5007 data_time: 0.0022 memory: 12269 loss: 0.1555 loss_ctc: 0.1555 2022/12/28 08:23:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:23:42 - mmengine - INFO - Epoch(train) [7][ 200/15807] lr: 2.2348e-04 eta: 1 day, 9:30:33 time: 0.5460 data_time: 0.0024 memory: 12269 loss: 0.1962 loss_ctc: 0.1962 2022/12/28 08:24:35 - mmengine - INFO - Epoch(train) [7][ 300/15807] lr: 2.2340e-04 eta: 1 day, 9:29:35 time: 0.5127 data_time: 0.0017 memory: 12269 loss: 0.1712 loss_ctc: 0.1712 2022/12/28 08:25:28 - mmengine - INFO - Epoch(train) [7][ 400/15807] lr: 2.2332e-04 eta: 1 day, 9:28:37 time: 0.5371 data_time: 0.0016 memory: 12269 loss: 0.1445 loss_ctc: 0.1445 2022/12/28 08:26:21 - mmengine - INFO - Epoch(train) [7][ 500/15807] lr: 2.2324e-04 eta: 1 day, 9:27:39 time: 0.5259 data_time: 0.0020 memory: 12269 loss: 0.1778 loss_ctc: 0.1778 2022/12/28 08:27:15 - mmengine - INFO - Epoch(train) [7][ 600/15807] lr: 2.2316e-04 eta: 1 day, 9:26:42 time: 0.5777 data_time: 0.0041 memory: 12269 loss: 0.1564 loss_ctc: 0.1564 2022/12/28 08:28:09 - mmengine - INFO - Epoch(train) [7][ 700/15807] lr: 2.2308e-04 eta: 1 day, 9:25:47 time: 0.5630 data_time: 0.0014 memory: 12269 loss: 0.1810 loss_ctc: 0.1810 2022/12/28 08:29:02 - mmengine - INFO - Epoch(train) [7][ 800/15807] lr: 2.2300e-04 eta: 1 day, 9:24:48 time: 0.5266 data_time: 0.0026 memory: 12269 loss: 0.1980 loss_ctc: 0.1980 2022/12/28 08:29:56 - mmengine - INFO - Epoch(train) [7][ 900/15807] lr: 2.2292e-04 eta: 1 day, 9:23:52 time: 0.5889 data_time: 0.0016 memory: 12269 loss: 0.1472 loss_ctc: 0.1472 2022/12/28 08:30:49 - mmengine - INFO - Epoch(train) [7][ 1000/15807] lr: 2.2283e-04 eta: 1 day, 9:22:55 time: 0.5337 data_time: 0.0041 memory: 12269 loss: 0.1294 loss_ctc: 0.1294 2022/12/28 08:31:43 - mmengine - INFO - Epoch(train) [7][ 1100/15807] lr: 2.2275e-04 eta: 1 day, 9:21:58 time: 0.5828 data_time: 0.0036 memory: 12269 loss: 0.2132 loss_ctc: 0.2132 2022/12/28 08:32:14 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:32:36 - mmengine - INFO - Epoch(train) [7][ 1200/15807] lr: 2.2267e-04 eta: 1 day, 9:21:00 time: 0.4948 data_time: 0.0014 memory: 12269 loss: 0.1909 loss_ctc: 0.1909 2022/12/28 08:33:30 - mmengine - INFO - Epoch(train) [7][ 1300/15807] lr: 2.2259e-04 eta: 1 day, 9:20:04 time: 0.5256 data_time: 0.0024 memory: 12269 loss: 0.1369 loss_ctc: 0.1369 2022/12/28 08:34:22 - mmengine - INFO - Epoch(train) [7][ 1400/15807] lr: 2.2251e-04 eta: 1 day, 9:19:05 time: 0.5521 data_time: 0.0021 memory: 12269 loss: 0.1830 loss_ctc: 0.1830 2022/12/28 08:35:16 - mmengine - INFO - Epoch(train) [7][ 1500/15807] lr: 2.2243e-04 eta: 1 day, 9:18:07 time: 0.5194 data_time: 0.0015 memory: 12269 loss: 0.1947 loss_ctc: 0.1947 2022/12/28 08:36:09 - mmengine - INFO - Epoch(train) [7][ 1600/15807] lr: 2.2234e-04 eta: 1 day, 9:17:10 time: 0.5167 data_time: 0.0013 memory: 12269 loss: 0.2415 loss_ctc: 0.2415 2022/12/28 08:37:02 - mmengine - INFO - Epoch(train) [7][ 1700/15807] lr: 2.2226e-04 eta: 1 day, 9:16:12 time: 0.5282 data_time: 0.0013 memory: 12269 loss: 0.1682 loss_ctc: 0.1682 2022/12/28 08:37:55 - mmengine - INFO - Epoch(train) [7][ 1800/15807] lr: 2.2218e-04 eta: 1 day, 9:15:14 time: 0.5192 data_time: 0.0016 memory: 12269 loss: 0.1706 loss_ctc: 0.1706 2022/12/28 08:38:48 - mmengine - INFO - Epoch(train) [7][ 1900/15807] lr: 2.2210e-04 eta: 1 day, 9:14:17 time: 0.5245 data_time: 0.0076 memory: 12269 loss: 0.1586 loss_ctc: 0.1586 2022/12/28 08:39:41 - mmengine - INFO - Epoch(train) [7][ 2000/15807] lr: 2.2202e-04 eta: 1 day, 9:13:17 time: 0.5144 data_time: 0.0013 memory: 12269 loss: 0.1465 loss_ctc: 0.1465 2022/12/28 08:40:34 - mmengine - INFO - Epoch(train) [7][ 2100/15807] lr: 2.2193e-04 eta: 1 day, 9:12:20 time: 0.5295 data_time: 0.0013 memory: 12269 loss: 0.1792 loss_ctc: 0.1792 2022/12/28 08:41:05 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:41:27 - mmengine - INFO - Epoch(train) [7][ 2200/15807] lr: 2.2185e-04 eta: 1 day, 9:11:22 time: 0.5465 data_time: 0.0016 memory: 12269 loss: 0.1771 loss_ctc: 0.1771 2022/12/28 08:42:20 - mmengine - INFO - Epoch(train) [7][ 2300/15807] lr: 2.2177e-04 eta: 1 day, 9:10:24 time: 0.5504 data_time: 0.0013 memory: 12269 loss: 0.1682 loss_ctc: 0.1682 2022/12/28 08:43:13 - mmengine - INFO - Epoch(train) [7][ 2400/15807] lr: 2.2169e-04 eta: 1 day, 9:09:26 time: 0.5308 data_time: 0.0030 memory: 12269 loss: 0.1683 loss_ctc: 0.1683 2022/12/28 08:44:06 - mmengine - INFO - Epoch(train) [7][ 2500/15807] lr: 2.2160e-04 eta: 1 day, 9:08:29 time: 0.5114 data_time: 0.0013 memory: 12269 loss: 0.1732 loss_ctc: 0.1732 2022/12/28 08:45:00 - mmengine - INFO - Epoch(train) [7][ 2600/15807] lr: 2.2152e-04 eta: 1 day, 9:07:31 time: 0.5387 data_time: 0.0018 memory: 12269 loss: 0.1966 loss_ctc: 0.1966 2022/12/28 08:45:53 - mmengine - INFO - Epoch(train) [7][ 2700/15807] lr: 2.2144e-04 eta: 1 day, 9:06:35 time: 0.5212 data_time: 0.0015 memory: 12269 loss: 0.1687 loss_ctc: 0.1687 2022/12/28 08:46:46 - mmengine - INFO - Epoch(train) [7][ 2800/15807] lr: 2.2135e-04 eta: 1 day, 9:05:35 time: 0.4863 data_time: 0.0014 memory: 12269 loss: 0.1768 loss_ctc: 0.1768 2022/12/28 08:47:39 - mmengine - INFO - Epoch(train) [7][ 2900/15807] lr: 2.2127e-04 eta: 1 day, 9:04:37 time: 0.5529 data_time: 0.0014 memory: 12269 loss: 0.1735 loss_ctc: 0.1735 2022/12/28 08:48:32 - mmengine - INFO - Epoch(train) [7][ 3000/15807] lr: 2.2119e-04 eta: 1 day, 9:03:39 time: 0.5353 data_time: 0.0014 memory: 12269 loss: 0.1515 loss_ctc: 0.1515 2022/12/28 08:49:24 - mmengine - INFO - Epoch(train) [7][ 3100/15807] lr: 2.2110e-04 eta: 1 day, 9:02:39 time: 0.5027 data_time: 0.0016 memory: 12269 loss: 0.1548 loss_ctc: 0.1548 2022/12/28 08:49:55 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:50:18 - mmengine - INFO - Epoch(train) [7][ 3200/15807] lr: 2.2102e-04 eta: 1 day, 9:01:43 time: 0.5450 data_time: 0.0017 memory: 12269 loss: 0.1840 loss_ctc: 0.1840 2022/12/28 08:51:10 - mmengine - INFO - Epoch(train) [7][ 3300/15807] lr: 2.2093e-04 eta: 1 day, 9:00:44 time: 0.5210 data_time: 0.0014 memory: 12269 loss: 0.1527 loss_ctc: 0.1527 2022/12/28 08:52:03 - mmengine - INFO - Epoch(train) [7][ 3400/15807] lr: 2.2085e-04 eta: 1 day, 8:59:46 time: 0.5229 data_time: 0.0022 memory: 12269 loss: 0.1650 loss_ctc: 0.1650 2022/12/28 08:52:57 - mmengine - INFO - Epoch(train) [7][ 3500/15807] lr: 2.2077e-04 eta: 1 day, 8:58:49 time: 0.5431 data_time: 0.0041 memory: 12269 loss: 0.1349 loss_ctc: 0.1349 2022/12/28 08:53:50 - mmengine - INFO - Epoch(train) [7][ 3600/15807] lr: 2.2068e-04 eta: 1 day, 8:57:52 time: 0.5218 data_time: 0.0020 memory: 12269 loss: 0.1856 loss_ctc: 0.1856 2022/12/28 08:54:42 - mmengine - INFO - Epoch(train) [7][ 3700/15807] lr: 2.2060e-04 eta: 1 day, 8:56:52 time: 0.5405 data_time: 0.0020 memory: 12269 loss: 0.1957 loss_ctc: 0.1957 2022/12/28 08:55:35 - mmengine - INFO - Epoch(train) [7][ 3800/15807] lr: 2.2051e-04 eta: 1 day, 8:55:55 time: 0.5080 data_time: 0.0027 memory: 12269 loss: 0.1673 loss_ctc: 0.1673 2022/12/28 08:56:29 - mmengine - INFO - Epoch(train) [7][ 3900/15807] lr: 2.2043e-04 eta: 1 day, 8:54:58 time: 0.5405 data_time: 0.0030 memory: 12269 loss: 0.1813 loss_ctc: 0.1813 2022/12/28 08:57:21 - mmengine - INFO - Epoch(train) [7][ 4000/15807] lr: 2.2035e-04 eta: 1 day, 8:53:59 time: 0.5287 data_time: 0.0050 memory: 12269 loss: 0.1700 loss_ctc: 0.1700 2022/12/28 08:58:15 - mmengine - INFO - Epoch(train) [7][ 4100/15807] lr: 2.2026e-04 eta: 1 day, 8:53:02 time: 0.5182 data_time: 0.0013 memory: 12269 loss: 0.1610 loss_ctc: 0.1610 2022/12/28 08:58:45 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 08:59:08 - mmengine - INFO - Epoch(train) [7][ 4200/15807] lr: 2.2018e-04 eta: 1 day, 8:52:04 time: 0.5023 data_time: 0.0013 memory: 12269 loss: 0.1769 loss_ctc: 0.1769 2022/12/28 09:00:01 - mmengine - INFO - Epoch(train) [7][ 4300/15807] lr: 2.2009e-04 eta: 1 day, 8:51:07 time: 0.5208 data_time: 0.0016 memory: 12269 loss: 0.1758 loss_ctc: 0.1758 2022/12/28 09:00:54 - mmengine - INFO - Epoch(train) [7][ 4400/15807] lr: 2.2001e-04 eta: 1 day, 8:50:10 time: 0.5327 data_time: 0.0013 memory: 12269 loss: 0.1672 loss_ctc: 0.1672 2022/12/28 09:01:47 - mmengine - INFO - Epoch(train) [7][ 4500/15807] lr: 2.1992e-04 eta: 1 day, 8:49:12 time: 0.5321 data_time: 0.0021 memory: 12269 loss: 0.1701 loss_ctc: 0.1701 2022/12/28 09:02:40 - mmengine - INFO - Epoch(train) [7][ 4600/15807] lr: 2.1984e-04 eta: 1 day, 8:48:14 time: 0.5061 data_time: 0.0015 memory: 12269 loss: 0.1981 loss_ctc: 0.1981 2022/12/28 09:03:33 - mmengine - INFO - Epoch(train) [7][ 4700/15807] lr: 2.1975e-04 eta: 1 day, 8:47:17 time: 0.5430 data_time: 0.0021 memory: 12269 loss: 0.1491 loss_ctc: 0.1491 2022/12/28 09:04:26 - mmengine - INFO - Epoch(train) [7][ 4800/15807] lr: 2.1967e-04 eta: 1 day, 8:46:19 time: 0.5041 data_time: 0.0013 memory: 12269 loss: 0.1578 loss_ctc: 0.1578 2022/12/28 09:05:19 - mmengine - INFO - Epoch(train) [7][ 4900/15807] lr: 2.1958e-04 eta: 1 day, 8:45:20 time: 0.5058 data_time: 0.0016 memory: 12269 loss: 0.1694 loss_ctc: 0.1694 2022/12/28 09:06:13 - mmengine - INFO - Epoch(train) [7][ 5000/15807] lr: 2.1949e-04 eta: 1 day, 8:44:24 time: 0.5139 data_time: 0.0014 memory: 12269 loss: 0.1614 loss_ctc: 0.1614 2022/12/28 09:07:07 - mmengine - INFO - Epoch(train) [7][ 5100/15807] lr: 2.1941e-04 eta: 1 day, 8:43:30 time: 0.5468 data_time: 0.0014 memory: 12269 loss: 0.1967 loss_ctc: 0.1967 2022/12/28 09:07:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 09:08:01 - mmengine - INFO - Epoch(train) [7][ 5200/15807] lr: 2.1932e-04 eta: 1 day, 8:42:33 time: 0.5438 data_time: 0.0017 memory: 12269 loss: 0.1695 loss_ctc: 0.1695 2022/12/28 09:08:53 - mmengine - INFO - Epoch(train) [7][ 5300/15807] lr: 2.1924e-04 eta: 1 day, 8:41:34 time: 0.5291 data_time: 0.0017 memory: 12269 loss: 0.1402 loss_ctc: 0.1402 2022/12/28 09:09:46 - mmengine - INFO - Epoch(train) [7][ 5400/15807] lr: 2.1915e-04 eta: 1 day, 8:40:37 time: 0.5226 data_time: 0.0050 memory: 12269 loss: 0.1711 loss_ctc: 0.1711 2022/12/28 09:10:39 - mmengine - INFO - Epoch(train) [7][ 5500/15807] lr: 2.1907e-04 eta: 1 day, 8:39:38 time: 0.5240 data_time: 0.0014 memory: 12269 loss: 0.1825 loss_ctc: 0.1825 2022/12/28 09:11:32 - mmengine - INFO - Epoch(train) [7][ 5600/15807] lr: 2.1898e-04 eta: 1 day, 8:38:40 time: 0.4927 data_time: 0.0014 memory: 12269 loss: 0.1848 loss_ctc: 0.1848 2022/12/28 09:12:25 - mmengine - INFO - Epoch(train) [7][ 5700/15807] lr: 2.1889e-04 eta: 1 day, 8:37:42 time: 0.5165 data_time: 0.0033 memory: 12269 loss: 0.1537 loss_ctc: 0.1537 2022/12/28 09:13:18 - mmengine - INFO - Epoch(train) [7][ 5800/15807] lr: 2.1881e-04 eta: 1 day, 8:36:44 time: 0.5240 data_time: 0.0014 memory: 12269 loss: 0.1899 loss_ctc: 0.1899 2022/12/28 09:14:10 - mmengine - INFO - Epoch(train) [7][ 5900/15807] lr: 2.1872e-04 eta: 1 day, 8:35:45 time: 0.5051 data_time: 0.0012 memory: 12269 loss: 0.1739 loss_ctc: 0.1739 2022/12/28 09:15:03 - mmengine - INFO - Epoch(train) [7][ 6000/15807] lr: 2.1863e-04 eta: 1 day, 8:34:47 time: 0.5088 data_time: 0.0021 memory: 12269 loss: 0.1835 loss_ctc: 0.1835 2022/12/28 09:15:56 - mmengine - INFO - Epoch(train) [7][ 6100/15807] lr: 2.1855e-04 eta: 1 day, 8:33:50 time: 0.5471 data_time: 0.0015 memory: 12269 loss: 0.1850 loss_ctc: 0.1850 2022/12/28 09:16:27 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 09:16:50 - mmengine - INFO - Epoch(train) [7][ 6200/15807] lr: 2.1846e-04 eta: 1 day, 8:32:55 time: 0.5455 data_time: 0.0032 memory: 12269 loss: 0.1654 loss_ctc: 0.1654 2022/12/28 09:17:43 - mmengine - INFO - Epoch(train) [7][ 6300/15807] lr: 2.1837e-04 eta: 1 day, 8:31:57 time: 0.5076 data_time: 0.0014 memory: 12269 loss: 0.1656 loss_ctc: 0.1656 2022/12/28 09:18:37 - mmengine - INFO - Epoch(train) [7][ 6400/15807] lr: 2.1829e-04 eta: 1 day, 8:31:01 time: 0.5400 data_time: 0.0016 memory: 12269 loss: 0.1653 loss_ctc: 0.1653 2022/12/28 09:19:30 - mmengine - INFO - Epoch(train) [7][ 6500/15807] lr: 2.1820e-04 eta: 1 day, 8:30:03 time: 0.5454 data_time: 0.0020 memory: 12269 loss: 0.1945 loss_ctc: 0.1945 2022/12/28 09:20:23 - mmengine - INFO - Epoch(train) [7][ 6600/15807] lr: 2.1811e-04 eta: 1 day, 8:29:07 time: 0.5206 data_time: 0.0034 memory: 12269 loss: 0.1794 loss_ctc: 0.1794 2022/12/28 09:21:16 - mmengine - INFO - Epoch(train) [7][ 6700/15807] lr: 2.1802e-04 eta: 1 day, 8:28:09 time: 0.5288 data_time: 0.0057 memory: 12269 loss: 0.1423 loss_ctc: 0.1423 2022/12/28 09:22:09 - mmengine - INFO - Epoch(train) [7][ 6800/15807] lr: 2.1794e-04 eta: 1 day, 8:27:10 time: 0.5018 data_time: 0.0057 memory: 12269 loss: 0.2011 loss_ctc: 0.2011 2022/12/28 09:23:02 - mmengine - INFO - Epoch(train) [7][ 6900/15807] lr: 2.1785e-04 eta: 1 day, 8:26:13 time: 0.5897 data_time: 0.0040 memory: 12269 loss: 0.1722 loss_ctc: 0.1722 2022/12/28 09:23:55 - mmengine - INFO - Epoch(train) [7][ 7000/15807] lr: 2.1776e-04 eta: 1 day, 8:25:16 time: 0.5358 data_time: 0.0018 memory: 12269 loss: 0.1689 loss_ctc: 0.1689 2022/12/28 09:24:48 - mmengine - INFO - Epoch(train) [7][ 7100/15807] lr: 2.1767e-04 eta: 1 day, 8:24:19 time: 0.5151 data_time: 0.0028 memory: 12269 loss: 0.1663 loss_ctc: 0.1663 2022/12/28 09:25:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 09:25:42 - mmengine - INFO - Epoch(train) [7][ 7200/15807] lr: 2.1759e-04 eta: 1 day, 8:23:22 time: 0.5090 data_time: 0.0013 memory: 12269 loss: 0.1790 loss_ctc: 0.1790 2022/12/28 09:26:35 - mmengine - INFO - Epoch(train) [7][ 7300/15807] lr: 2.1750e-04 eta: 1 day, 8:22:25 time: 0.5603 data_time: 0.0027 memory: 12269 loss: 0.1312 loss_ctc: 0.1312 2022/12/28 09:27:28 - mmengine - INFO - Epoch(train) [7][ 7400/15807] lr: 2.1741e-04 eta: 1 day, 8:21:27 time: 0.5124 data_time: 0.0018 memory: 12269 loss: 0.2222 loss_ctc: 0.2222 2022/12/28 09:28:20 - mmengine - INFO - Epoch(train) [7][ 7500/15807] lr: 2.1732e-04 eta: 1 day, 8:20:29 time: 0.5068 data_time: 0.0021 memory: 12269 loss: 0.1522 loss_ctc: 0.1522 2022/12/28 09:29:13 - mmengine - INFO - Epoch(train) [7][ 7600/15807] lr: 2.1723e-04 eta: 1 day, 8:19:31 time: 0.5471 data_time: 0.0026 memory: 12269 loss: 0.1600 loss_ctc: 0.1600 2022/12/28 09:30:06 - mmengine - INFO - Epoch(train) [7][ 7700/15807] lr: 2.1715e-04 eta: 1 day, 8:18:32 time: 0.4916 data_time: 0.0014 memory: 12269 loss: 0.1877 loss_ctc: 0.1877 2022/12/28 09:30:59 - mmengine - INFO - Epoch(train) [7][ 7800/15807] lr: 2.1706e-04 eta: 1 day, 8:17:35 time: 0.5437 data_time: 0.0015 memory: 12269 loss: 0.1512 loss_ctc: 0.1512 2022/12/28 09:31:52 - mmengine - INFO - Epoch(train) [7][ 7900/15807] lr: 2.1697e-04 eta: 1 day, 8:16:39 time: 0.5755 data_time: 0.0015 memory: 12269 loss: 0.1561 loss_ctc: 0.1561 2022/12/28 09:32:45 - mmengine - INFO - Epoch(train) [7][ 8000/15807] lr: 2.1688e-04 eta: 1 day, 8:15:41 time: 0.5458 data_time: 0.0013 memory: 12269 loss: 0.1801 loss_ctc: 0.1801 2022/12/28 09:33:38 - mmengine - INFO - Epoch(train) [7][ 8100/15807] lr: 2.1679e-04 eta: 1 day, 8:14:43 time: 0.5379 data_time: 0.0015 memory: 12269 loss: 0.1731 loss_ctc: 0.1731 2022/12/28 09:34:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 09:34:31 - mmengine - INFO - Epoch(train) [7][ 8200/15807] lr: 2.1670e-04 eta: 1 day, 8:13:45 time: 0.5503 data_time: 0.0015 memory: 12269 loss: 0.1727 loss_ctc: 0.1727 2022/12/28 09:35:23 - mmengine - INFO - Epoch(train) [7][ 8300/15807] lr: 2.1661e-04 eta: 1 day, 8:12:46 time: 0.4977 data_time: 0.0050 memory: 12269 loss: 0.2064 loss_ctc: 0.2064 2022/12/28 09:36:17 - mmengine - INFO - Epoch(train) [7][ 8400/15807] lr: 2.1653e-04 eta: 1 day, 8:11:50 time: 0.5444 data_time: 0.0017 memory: 12269 loss: 0.1442 loss_ctc: 0.1442 2022/12/28 09:37:10 - mmengine - INFO - Epoch(train) [7][ 8500/15807] lr: 2.1644e-04 eta: 1 day, 8:10:52 time: 0.5270 data_time: 0.0015 memory: 12269 loss: 0.1808 loss_ctc: 0.1808 2022/12/28 09:38:03 - mmengine - INFO - Epoch(train) [7][ 8600/15807] lr: 2.1635e-04 eta: 1 day, 8:09:55 time: 0.5675 data_time: 0.0014 memory: 12269 loss: 0.1817 loss_ctc: 0.1817 2022/12/28 09:38:55 - mmengine - INFO - Epoch(train) [7][ 8700/15807] lr: 2.1626e-04 eta: 1 day, 8:08:56 time: 0.5153 data_time: 0.0015 memory: 12269 loss: 0.1423 loss_ctc: 0.1423 2022/12/28 09:39:49 - mmengine - INFO - Epoch(train) [7][ 8800/15807] lr: 2.1617e-04 eta: 1 day, 8:07:59 time: 0.5781 data_time: 0.0016 memory: 12269 loss: 0.1540 loss_ctc: 0.1540 2022/12/28 09:40:41 - mmengine - INFO - Epoch(train) [7][ 8900/15807] lr: 2.1608e-04 eta: 1 day, 8:07:01 time: 0.5046 data_time: 0.0025 memory: 12269 loss: 0.1561 loss_ctc: 0.1561 2022/12/28 09:41:33 - mmengine - INFO - Epoch(train) [7][ 9000/15807] lr: 2.1599e-04 eta: 1 day, 8:06:01 time: 0.5224 data_time: 0.0014 memory: 12269 loss: 0.1725 loss_ctc: 0.1725 2022/12/28 09:42:25 - mmengine - INFO - Epoch(train) [7][ 9100/15807] lr: 2.1590e-04 eta: 1 day, 8:05:01 time: 0.5306 data_time: 0.0014 memory: 12269 loss: 0.2126 loss_ctc: 0.2126 2022/12/28 09:42:55 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 09:43:18 - mmengine - INFO - Epoch(train) [7][ 9200/15807] lr: 2.1581e-04 eta: 1 day, 8:04:03 time: 0.5230 data_time: 0.0028 memory: 12269 loss: 0.1733 loss_ctc: 0.1733 2022/12/28 09:44:11 - mmengine - INFO - Epoch(train) [7][ 9300/15807] lr: 2.1572e-04 eta: 1 day, 8:03:07 time: 0.5607 data_time: 0.0029 memory: 12269 loss: 0.1640 loss_ctc: 0.1640 2022/12/28 09:45:04 - mmengine - INFO - Epoch(train) [7][ 9400/15807] lr: 2.1563e-04 eta: 1 day, 8:02:11 time: 0.5065 data_time: 0.0013 memory: 12269 loss: 0.1754 loss_ctc: 0.1754 2022/12/28 09:45:58 - mmengine - INFO - Epoch(train) [7][ 9500/15807] lr: 2.1554e-04 eta: 1 day, 8:01:15 time: 0.5164 data_time: 0.0029 memory: 12269 loss: 0.2051 loss_ctc: 0.2051 2022/12/28 09:46:52 - mmengine - INFO - Epoch(train) [7][ 9600/15807] lr: 2.1545e-04 eta: 1 day, 8:00:19 time: 0.5378 data_time: 0.0013 memory: 12269 loss: 0.1913 loss_ctc: 0.1913 2022/12/28 09:47:44 - mmengine - INFO - Epoch(train) [7][ 9700/15807] lr: 2.1536e-04 eta: 1 day, 7:59:19 time: 0.5128 data_time: 0.0015 memory: 12269 loss: 0.1668 loss_ctc: 0.1668 2022/12/28 09:48:37 - mmengine - INFO - Epoch(train) [7][ 9800/15807] lr: 2.1527e-04 eta: 1 day, 7:58:22 time: 0.5148 data_time: 0.0024 memory: 12269 loss: 0.1572 loss_ctc: 0.1572 2022/12/28 09:49:30 - mmengine - INFO - Epoch(train) [7][ 9900/15807] lr: 2.1518e-04 eta: 1 day, 7:57:24 time: 0.5125 data_time: 0.0014 memory: 12269 loss: 0.1798 loss_ctc: 0.1798 2022/12/28 09:50:24 - mmengine - INFO - Epoch(train) [7][10000/15807] lr: 2.1509e-04 eta: 1 day, 7:56:29 time: 0.5882 data_time: 0.0016 memory: 12269 loss: 0.1684 loss_ctc: 0.1684 2022/12/28 09:51:17 - mmengine - INFO - Epoch(train) [7][10100/15807] lr: 2.1500e-04 eta: 1 day, 7:55:32 time: 0.5454 data_time: 0.0015 memory: 12269 loss: 0.1438 loss_ctc: 0.1438 2022/12/28 09:51:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 09:52:10 - mmengine - INFO - Epoch(train) [7][10200/15807] lr: 2.1491e-04 eta: 1 day, 7:54:35 time: 0.5417 data_time: 0.0013 memory: 12269 loss: 0.1914 loss_ctc: 0.1914 2022/12/28 09:53:03 - mmengine - INFO - Epoch(train) [7][10300/15807] lr: 2.1482e-04 eta: 1 day, 7:53:37 time: 0.4901 data_time: 0.0035 memory: 12269 loss: 0.1682 loss_ctc: 0.1682 2022/12/28 09:53:56 - mmengine - INFO - Epoch(train) [7][10400/15807] lr: 2.1472e-04 eta: 1 day, 7:52:40 time: 0.5209 data_time: 0.0014 memory: 12269 loss: 0.1767 loss_ctc: 0.1767 2022/12/28 09:54:49 - mmengine - INFO - Epoch(train) [7][10500/15807] lr: 2.1463e-04 eta: 1 day, 7:51:42 time: 0.5224 data_time: 0.0024 memory: 12269 loss: 0.1538 loss_ctc: 0.1538 2022/12/28 09:55:42 - mmengine - INFO - Epoch(train) [7][10600/15807] lr: 2.1454e-04 eta: 1 day, 7:50:46 time: 0.5312 data_time: 0.0019 memory: 12269 loss: 0.1586 loss_ctc: 0.1586 2022/12/28 09:56:35 - mmengine - INFO - Epoch(train) [7][10700/15807] lr: 2.1445e-04 eta: 1 day, 7:49:49 time: 0.5379 data_time: 0.0019 memory: 12269 loss: 0.1360 loss_ctc: 0.1360 2022/12/28 09:57:29 - mmengine - INFO - Epoch(train) [7][10800/15807] lr: 2.1436e-04 eta: 1 day, 7:48:53 time: 0.5437 data_time: 0.0014 memory: 12269 loss: 0.2039 loss_ctc: 0.2039 2022/12/28 09:58:22 - mmengine - INFO - Epoch(train) [7][10900/15807] lr: 2.1427e-04 eta: 1 day, 7:47:56 time: 0.5636 data_time: 0.0014 memory: 12269 loss: 0.1771 loss_ctc: 0.1771 2022/12/28 09:59:15 - mmengine - INFO - Epoch(train) [7][11000/15807] lr: 2.1418e-04 eta: 1 day, 7:46:59 time: 0.5370 data_time: 0.0023 memory: 12269 loss: 0.1480 loss_ctc: 0.1480 2022/12/28 10:00:07 - mmengine - INFO - Epoch(train) [7][11100/15807] lr: 2.1408e-04 eta: 1 day, 7:46:00 time: 0.5316 data_time: 0.0035 memory: 12269 loss: 0.1821 loss_ctc: 0.1821 2022/12/28 10:00:38 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:01:00 - mmengine - INFO - Epoch(train) [7][11200/15807] lr: 2.1399e-04 eta: 1 day, 7:45:03 time: 0.5237 data_time: 0.0055 memory: 12269 loss: 0.1744 loss_ctc: 0.1744 2022/12/28 10:01:54 - mmengine - INFO - Epoch(train) [7][11300/15807] lr: 2.1390e-04 eta: 1 day, 7:44:07 time: 0.5150 data_time: 0.0016 memory: 12269 loss: 0.1670 loss_ctc: 0.1670 2022/12/28 10:02:47 - mmengine - INFO - Epoch(train) [7][11400/15807] lr: 2.1381e-04 eta: 1 day, 7:43:11 time: 0.5310 data_time: 0.0016 memory: 12269 loss: 0.1737 loss_ctc: 0.1737 2022/12/28 10:03:41 - mmengine - INFO - Epoch(train) [7][11500/15807] lr: 2.1372e-04 eta: 1 day, 7:42:15 time: 0.5332 data_time: 0.0020 memory: 12269 loss: 0.1521 loss_ctc: 0.1521 2022/12/28 10:04:35 - mmengine - INFO - Epoch(train) [7][11600/15807] lr: 2.1362e-04 eta: 1 day, 7:41:19 time: 0.5330 data_time: 0.0022 memory: 12269 loss: 0.1713 loss_ctc: 0.1713 2022/12/28 10:05:28 - mmengine - INFO - Epoch(train) [7][11700/15807] lr: 2.1353e-04 eta: 1 day, 7:40:22 time: 0.5091 data_time: 0.0023 memory: 12269 loss: 0.1612 loss_ctc: 0.1612 2022/12/28 10:06:22 - mmengine - INFO - Epoch(train) [7][11800/15807] lr: 2.1344e-04 eta: 1 day, 7:39:26 time: 0.5666 data_time: 0.0016 memory: 12269 loss: 0.1881 loss_ctc: 0.1881 2022/12/28 10:07:15 - mmengine - INFO - Epoch(train) [7][11900/15807] lr: 2.1335e-04 eta: 1 day, 7:38:30 time: 0.5166 data_time: 0.0014 memory: 12269 loss: 0.1922 loss_ctc: 0.1922 2022/12/28 10:08:09 - mmengine - INFO - Epoch(train) [7][12000/15807] lr: 2.1326e-04 eta: 1 day, 7:37:34 time: 0.5412 data_time: 0.0065 memory: 12269 loss: 0.1637 loss_ctc: 0.1637 2022/12/28 10:09:02 - mmengine - INFO - Epoch(train) [7][12100/15807] lr: 2.1316e-04 eta: 1 day, 7:36:38 time: 0.5313 data_time: 0.0017 memory: 12269 loss: 0.1837 loss_ctc: 0.1837 2022/12/28 10:09:33 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:09:55 - mmengine - INFO - Epoch(train) [7][12200/15807] lr: 2.1307e-04 eta: 1 day, 7:35:40 time: 0.5617 data_time: 0.0014 memory: 12269 loss: 0.1399 loss_ctc: 0.1399 2022/12/28 10:10:49 - mmengine - INFO - Epoch(train) [7][12300/15807] lr: 2.1298e-04 eta: 1 day, 7:34:44 time: 0.5417 data_time: 0.0021 memory: 12269 loss: 0.1707 loss_ctc: 0.1707 2022/12/28 10:11:43 - mmengine - INFO - Epoch(train) [7][12400/15807] lr: 2.1288e-04 eta: 1 day, 7:33:49 time: 0.5392 data_time: 0.0025 memory: 12269 loss: 0.1914 loss_ctc: 0.1914 2022/12/28 10:12:35 - mmengine - INFO - Epoch(train) [7][12500/15807] lr: 2.1279e-04 eta: 1 day, 7:32:51 time: 0.5411 data_time: 0.0015 memory: 12269 loss: 0.1750 loss_ctc: 0.1750 2022/12/28 10:13:28 - mmengine - INFO - Epoch(train) [7][12600/15807] lr: 2.1270e-04 eta: 1 day, 7:31:53 time: 0.5073 data_time: 0.0014 memory: 12269 loss: 0.1753 loss_ctc: 0.1753 2022/12/28 10:14:21 - mmengine - INFO - Epoch(train) [7][12700/15807] lr: 2.1260e-04 eta: 1 day, 7:30:56 time: 0.5265 data_time: 0.0019 memory: 12269 loss: 0.1743 loss_ctc: 0.1743 2022/12/28 10:15:14 - mmengine - INFO - Epoch(train) [7][12800/15807] lr: 2.1251e-04 eta: 1 day, 7:29:59 time: 0.5405 data_time: 0.0025 memory: 12269 loss: 0.1393 loss_ctc: 0.1393 2022/12/28 10:16:07 - mmengine - INFO - Epoch(train) [7][12900/15807] lr: 2.1242e-04 eta: 1 day, 7:29:03 time: 0.5360 data_time: 0.0030 memory: 12269 loss: 0.1348 loss_ctc: 0.1348 2022/12/28 10:17:00 - mmengine - INFO - Epoch(train) [7][13000/15807] lr: 2.1232e-04 eta: 1 day, 7:28:06 time: 0.5556 data_time: 0.0015 memory: 12269 loss: 0.1869 loss_ctc: 0.1869 2022/12/28 10:17:53 - mmengine - INFO - Epoch(train) [7][13100/15807] lr: 2.1223e-04 eta: 1 day, 7:27:09 time: 0.5266 data_time: 0.0024 memory: 12269 loss: 0.1702 loss_ctc: 0.1702 2022/12/28 10:18:25 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:18:47 - mmengine - INFO - Epoch(train) [7][13200/15807] lr: 2.1214e-04 eta: 1 day, 7:26:12 time: 0.5212 data_time: 0.0018 memory: 12269 loss: 0.1536 loss_ctc: 0.1536 2022/12/28 10:19:40 - mmengine - INFO - Epoch(train) [7][13300/15807] lr: 2.1204e-04 eta: 1 day, 7:25:15 time: 0.5343 data_time: 0.0018 memory: 12269 loss: 0.2045 loss_ctc: 0.2045 2022/12/28 10:20:32 - mmengine - INFO - Epoch(train) [7][13400/15807] lr: 2.1195e-04 eta: 1 day, 7:24:18 time: 0.5630 data_time: 0.0015 memory: 12269 loss: 0.1504 loss_ctc: 0.1504 2022/12/28 10:21:25 - mmengine - INFO - Epoch(train) [7][13500/15807] lr: 2.1186e-04 eta: 1 day, 7:23:20 time: 0.5199 data_time: 0.0016 memory: 12269 loss: 0.1674 loss_ctc: 0.1674 2022/12/28 10:22:19 - mmengine - INFO - Epoch(train) [7][13600/15807] lr: 2.1176e-04 eta: 1 day, 7:22:24 time: 0.6074 data_time: 0.0023 memory: 12269 loss: 0.1571 loss_ctc: 0.1571 2022/12/28 10:23:11 - mmengine - INFO - Epoch(train) [7][13700/15807] lr: 2.1167e-04 eta: 1 day, 7:21:25 time: 0.4918 data_time: 0.0021 memory: 12269 loss: 0.1597 loss_ctc: 0.1597 2022/12/28 10:24:05 - mmengine - INFO - Epoch(train) [7][13800/15807] lr: 2.1157e-04 eta: 1 day, 7:20:30 time: 0.5519 data_time: 0.0023 memory: 12269 loss: 0.1544 loss_ctc: 0.1544 2022/12/28 10:24:58 - mmengine - INFO - Epoch(train) [7][13900/15807] lr: 2.1148e-04 eta: 1 day, 7:19:34 time: 0.5150 data_time: 0.0016 memory: 12269 loss: 0.1415 loss_ctc: 0.1415 2022/12/28 10:25:51 - mmengine - INFO - Epoch(train) [7][14000/15807] lr: 2.1138e-04 eta: 1 day, 7:18:36 time: 0.5383 data_time: 0.0020 memory: 12269 loss: 0.1396 loss_ctc: 0.1396 2022/12/28 10:26:44 - mmengine - INFO - Epoch(train) [7][14100/15807] lr: 2.1129e-04 eta: 1 day, 7:17:39 time: 0.5061 data_time: 0.0016 memory: 12269 loss: 0.1380 loss_ctc: 0.1380 2022/12/28 10:27:15 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:27:38 - mmengine - INFO - Epoch(train) [7][14200/15807] lr: 2.1120e-04 eta: 1 day, 7:16:43 time: 0.5657 data_time: 0.0016 memory: 12269 loss: 0.1978 loss_ctc: 0.1978 2022/12/28 10:28:30 - mmengine - INFO - Epoch(train) [7][14300/15807] lr: 2.1110e-04 eta: 1 day, 7:15:46 time: 0.5025 data_time: 0.0014 memory: 12269 loss: 0.1556 loss_ctc: 0.1556 2022/12/28 10:29:23 - mmengine - INFO - Epoch(train) [7][14400/15807] lr: 2.1101e-04 eta: 1 day, 7:14:47 time: 0.4948 data_time: 0.0056 memory: 12269 loss: 0.1643 loss_ctc: 0.1643 2022/12/28 10:30:16 - mmengine - INFO - Epoch(train) [7][14500/15807] lr: 2.1091e-04 eta: 1 day, 7:13:51 time: 0.5842 data_time: 0.0015 memory: 12269 loss: 0.1701 loss_ctc: 0.1701 2022/12/28 10:31:09 - mmengine - INFO - Epoch(train) [7][14600/15807] lr: 2.1082e-04 eta: 1 day, 7:12:54 time: 0.5319 data_time: 0.0017 memory: 12269 loss: 0.2206 loss_ctc: 0.2206 2022/12/28 10:32:02 - mmengine - INFO - Epoch(train) [7][14700/15807] lr: 2.1072e-04 eta: 1 day, 7:11:57 time: 0.5340 data_time: 0.0014 memory: 12269 loss: 0.1695 loss_ctc: 0.1695 2022/12/28 10:32:55 - mmengine - INFO - Epoch(train) [7][14800/15807] lr: 2.1063e-04 eta: 1 day, 7:11:00 time: 0.5128 data_time: 0.0012 memory: 12269 loss: 0.1780 loss_ctc: 0.1780 2022/12/28 10:33:48 - mmengine - INFO - Epoch(train) [7][14900/15807] lr: 2.1053e-04 eta: 1 day, 7:10:03 time: 0.5323 data_time: 0.0016 memory: 12269 loss: 0.1834 loss_ctc: 0.1834 2022/12/28 10:34:42 - mmengine - INFO - Epoch(train) [7][15000/15807] lr: 2.1043e-04 eta: 1 day, 7:09:08 time: 0.5391 data_time: 0.0017 memory: 12269 loss: 0.1562 loss_ctc: 0.1562 2022/12/28 10:35:36 - mmengine - INFO - Epoch(train) [7][15100/15807] lr: 2.1034e-04 eta: 1 day, 7:08:13 time: 0.4955 data_time: 0.0067 memory: 12269 loss: 0.1773 loss_ctc: 0.1773 2022/12/28 10:36:07 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:36:29 - mmengine - INFO - Epoch(train) [7][15200/15807] lr: 2.1024e-04 eta: 1 day, 7:07:16 time: 0.5192 data_time: 0.0020 memory: 12269 loss: 0.1801 loss_ctc: 0.1801 2022/12/28 10:37:22 - mmengine - INFO - Epoch(train) [7][15300/15807] lr: 2.1015e-04 eta: 1 day, 7:06:20 time: 0.5182 data_time: 0.0017 memory: 12269 loss: 0.1330 loss_ctc: 0.1330 2022/12/28 10:38:15 - mmengine - INFO - Epoch(train) [7][15400/15807] lr: 2.1005e-04 eta: 1 day, 7:05:23 time: 0.5455 data_time: 0.0016 memory: 12269 loss: 0.1536 loss_ctc: 0.1536 2022/12/28 10:39:09 - mmengine - INFO - Epoch(train) [7][15500/15807] lr: 2.0996e-04 eta: 1 day, 7:04:27 time: 0.5213 data_time: 0.0018 memory: 12269 loss: 0.1562 loss_ctc: 0.1562 2022/12/28 10:40:02 - mmengine - INFO - Epoch(train) [7][15600/15807] lr: 2.0986e-04 eta: 1 day, 7:03:30 time: 0.5383 data_time: 0.0013 memory: 12269 loss: 0.1644 loss_ctc: 0.1644 2022/12/28 10:40:55 - mmengine - INFO - Epoch(train) [7][15700/15807] lr: 2.0976e-04 eta: 1 day, 7:02:33 time: 0.5481 data_time: 0.0013 memory: 12269 loss: 0.1490 loss_ctc: 0.1490 2022/12/28 10:41:46 - mmengine - INFO - Epoch(train) [7][15800/15807] lr: 2.0967e-04 eta: 1 day, 7:01:32 time: 0.4770 data_time: 0.0012 memory: 12269 loss: 0.1639 loss_ctc: 0.1639 2022/12/28 10:41:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:41:49 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/12/28 10:41:56 - mmengine - INFO - Epoch(val) [7][8/8] CUTE80/recog/word_acc: 0.1632 CUTE80/recog/word_acc_ignore_case: 0.8507 CUTE80/recog/word_acc_ignore_case_symbol: 0.8507 IIIT5K/recog/word_acc: 0.0633 IIIT5K/recog/word_acc_ignore_case: 0.8420 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8420 SVT/recog/word_acc: 0.8964 SVT/recog/word_acc_ignore_case: 0.8964 SVT/recog/word_acc_ignore_case_symbol: 0.8964 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8155 SVTP/recog/word_acc_ignore_case_symbol: 0.8155 IC13/recog/word_acc: 0.2867 IC13/recog/word_acc_ignore_case: 0.9360 IC13/recog/word_acc_ignore_case_symbol: 0.9360 IC15/recog/word_acc: 0.1160 IC15/recog/word_acc_ignore_case: 0.7232 IC15/recog/word_acc_ignore_case_symbol: 0.7304 CUTE80/recog/char_recall: 0.9366 CUTE80/recog/char_precision: 0.9396 IIIT5K/recog/char_recall: 0.9856 IIIT5K/recog/char_precision: 0.9102 SVT/recog/char_recall: 0.9723 SVT/recog/char_precision: 0.9675 SVTP/recog/char_recall: 0.9279 SVTP/recog/char_precision: 0.9477 IC13/recog/char_recall: 0.9870 IC13/recog/char_precision: 0.9740 IC15/recog/char_recall: 0.9182 IC15/recog/char_precision: 0.8952 2022/12/28 10:42:55 - mmengine - INFO - Epoch(train) [8][ 100/15807] lr: 2.0956e-04 eta: 1 day, 7:00:41 time: 0.5066 data_time: 0.0014 memory: 12269 loss: 0.1577 loss_ctc: 0.1577 2022/12/28 10:43:49 - mmengine - INFO - Epoch(train) [8][ 200/15807] lr: 2.0947e-04 eta: 1 day, 6:59:45 time: 0.5119 data_time: 0.0019 memory: 12269 loss: 0.1538 loss_ctc: 0.1538 2022/12/28 10:44:41 - mmengine - INFO - Epoch(train) [8][ 300/15807] lr: 2.0937e-04 eta: 1 day, 6:58:47 time: 0.4847 data_time: 0.0014 memory: 12269 loss: 0.1726 loss_ctc: 0.1726 2022/12/28 10:45:08 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:45:34 - mmengine - INFO - Epoch(train) [8][ 400/15807] lr: 2.0928e-04 eta: 1 day, 6:57:50 time: 0.5176 data_time: 0.0037 memory: 12269 loss: 0.1482 loss_ctc: 0.1482 2022/12/28 10:46:27 - mmengine - INFO - Epoch(train) [8][ 500/15807] lr: 2.0918e-04 eta: 1 day, 6:56:53 time: 0.5179 data_time: 0.0039 memory: 12269 loss: 0.1494 loss_ctc: 0.1494 2022/12/28 10:47:21 - mmengine - INFO - Epoch(train) [8][ 600/15807] lr: 2.0908e-04 eta: 1 day, 6:55:58 time: 0.5645 data_time: 0.0021 memory: 12269 loss: 0.1644 loss_ctc: 0.1644 2022/12/28 10:48:14 - mmengine - INFO - Epoch(train) [8][ 700/15807] lr: 2.0899e-04 eta: 1 day, 6:55:01 time: 0.5235 data_time: 0.0015 memory: 12269 loss: 0.1660 loss_ctc: 0.1660 2022/12/28 10:49:07 - mmengine - INFO - Epoch(train) [8][ 800/15807] lr: 2.0889e-04 eta: 1 day, 6:54:04 time: 0.5114 data_time: 0.0015 memory: 12269 loss: 0.1617 loss_ctc: 0.1617 2022/12/28 10:50:00 - mmengine - INFO - Epoch(train) [8][ 900/15807] lr: 2.0879e-04 eta: 1 day, 6:53:07 time: 0.5577 data_time: 0.0014 memory: 12269 loss: 0.1466 loss_ctc: 0.1466 2022/12/28 10:50:53 - mmengine - INFO - Epoch(train) [8][ 1000/15807] lr: 2.0869e-04 eta: 1 day, 6:52:10 time: 0.5202 data_time: 0.0024 memory: 12269 loss: 0.2576 loss_ctc: 0.2576 2022/12/28 10:51:45 - mmengine - INFO - Epoch(train) [8][ 1100/15807] lr: 2.0860e-04 eta: 1 day, 6:51:13 time: 0.5363 data_time: 0.0014 memory: 12269 loss: 0.1899 loss_ctc: 0.1899 2022/12/28 10:52:38 - mmengine - INFO - Epoch(train) [8][ 1200/15807] lr: 2.0850e-04 eta: 1 day, 6:50:15 time: 0.5040 data_time: 0.0019 memory: 12269 loss: 0.1577 loss_ctc: 0.1577 2022/12/28 10:53:31 - mmengine - INFO - Epoch(train) [8][ 1300/15807] lr: 2.0840e-04 eta: 1 day, 6:49:19 time: 0.5534 data_time: 0.0017 memory: 12269 loss: 0.1634 loss_ctc: 0.1634 2022/12/28 10:53:59 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 10:54:25 - mmengine - INFO - Epoch(train) [8][ 1400/15807] lr: 2.0831e-04 eta: 1 day, 6:48:24 time: 0.5415 data_time: 0.0029 memory: 12269 loss: 0.1461 loss_ctc: 0.1461 2022/12/28 10:55:18 - mmengine - INFO - Epoch(train) [8][ 1500/15807] lr: 2.0821e-04 eta: 1 day, 6:47:27 time: 0.4991 data_time: 0.0015 memory: 12269 loss: 0.1781 loss_ctc: 0.1781 2022/12/28 10:56:12 - mmengine - INFO - Epoch(train) [8][ 1600/15807] lr: 2.0811e-04 eta: 1 day, 6:46:31 time: 0.5229 data_time: 0.0035 memory: 12269 loss: 0.1686 loss_ctc: 0.1686 2022/12/28 10:57:06 - mmengine - INFO - Epoch(train) [8][ 1700/15807] lr: 2.0801e-04 eta: 1 day, 6:45:36 time: 0.5223 data_time: 0.0014 memory: 12269 loss: 0.1555 loss_ctc: 0.1555 2022/12/28 10:57:58 - mmengine - INFO - Epoch(train) [8][ 1800/15807] lr: 2.0791e-04 eta: 1 day, 6:44:38 time: 0.5254 data_time: 0.0037 memory: 12269 loss: 0.1484 loss_ctc: 0.1484 2022/12/28 10:58:52 - mmengine - INFO - Epoch(train) [8][ 1900/15807] lr: 2.0782e-04 eta: 1 day, 6:43:42 time: 0.5123 data_time: 0.0015 memory: 12269 loss: 0.1767 loss_ctc: 0.1767 2022/12/28 10:59:44 - mmengine - INFO - Epoch(train) [8][ 2000/15807] lr: 2.0772e-04 eta: 1 day, 6:42:45 time: 0.5217 data_time: 0.0033 memory: 12269 loss: 0.1710 loss_ctc: 0.1710 2022/12/28 11:00:38 - mmengine - INFO - Epoch(train) [8][ 2100/15807] lr: 2.0762e-04 eta: 1 day, 6:41:49 time: 0.5277 data_time: 0.0077 memory: 12269 loss: 0.1735 loss_ctc: 0.1735 2022/12/28 11:01:32 - mmengine - INFO - Epoch(train) [8][ 2200/15807] lr: 2.0752e-04 eta: 1 day, 6:40:54 time: 0.5512 data_time: 0.0013 memory: 12269 loss: 0.1676 loss_ctc: 0.1676 2022/12/28 11:02:26 - mmengine - INFO - Epoch(train) [8][ 2300/15807] lr: 2.0742e-04 eta: 1 day, 6:39:59 time: 0.5449 data_time: 0.0014 memory: 12269 loss: 0.1557 loss_ctc: 0.1557 2022/12/28 11:02:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 11:03:18 - mmengine - INFO - Epoch(train) [8][ 2400/15807] lr: 2.0733e-04 eta: 1 day, 6:39:00 time: 0.5205 data_time: 0.0022 memory: 12269 loss: 0.1402 loss_ctc: 0.1402 2022/12/28 11:04:11 - mmengine - INFO - Epoch(train) [8][ 2500/15807] lr: 2.0723e-04 eta: 1 day, 6:38:04 time: 0.5372 data_time: 0.0015 memory: 12269 loss: 0.1725 loss_ctc: 0.1725 2022/12/28 11:05:04 - mmengine - INFO - Epoch(train) [8][ 2600/15807] lr: 2.0713e-04 eta: 1 day, 6:37:06 time: 0.5373 data_time: 0.0017 memory: 12269 loss: 0.1509 loss_ctc: 0.1509 2022/12/28 11:05:57 - mmengine - INFO - Epoch(train) [8][ 2700/15807] lr: 2.0703e-04 eta: 1 day, 6:36:10 time: 0.5289 data_time: 0.0015 memory: 12269 loss: 0.1581 loss_ctc: 0.1581 2022/12/28 11:06:51 - mmengine - INFO - Epoch(train) [8][ 2800/15807] lr: 2.0693e-04 eta: 1 day, 6:35:15 time: 0.4957 data_time: 0.0016 memory: 12269 loss: 0.1693 loss_ctc: 0.1693 2022/12/28 11:07:44 - mmengine - INFO - Epoch(train) [8][ 2900/15807] lr: 2.0683e-04 eta: 1 day, 6:34:20 time: 0.5402 data_time: 0.0016 memory: 12269 loss: 0.1622 loss_ctc: 0.1622 2022/12/28 11:08:37 - mmengine - INFO - Epoch(train) [8][ 3000/15807] lr: 2.0673e-04 eta: 1 day, 6:33:22 time: 0.5147 data_time: 0.0033 memory: 12269 loss: 0.1384 loss_ctc: 0.1384 2022/12/28 11:09:30 - mmengine - INFO - Epoch(train) [8][ 3100/15807] lr: 2.0664e-04 eta: 1 day, 6:32:26 time: 0.5420 data_time: 0.0014 memory: 12269 loss: 0.1247 loss_ctc: 0.1247 2022/12/28 11:10:24 - mmengine - INFO - Epoch(train) [8][ 3200/15807] lr: 2.0654e-04 eta: 1 day, 6:31:30 time: 0.5527 data_time: 0.0016 memory: 12269 loss: 0.1561 loss_ctc: 0.1561 2022/12/28 11:11:17 - mmengine - INFO - Epoch(train) [8][ 3300/15807] lr: 2.0644e-04 eta: 1 day, 6:30:33 time: 0.5328 data_time: 0.0022 memory: 12269 loss: 0.1285 loss_ctc: 0.1285 2022/12/28 11:11:44 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 11:12:10 - mmengine - INFO - Epoch(train) [8][ 3400/15807] lr: 2.0634e-04 eta: 1 day, 6:29:37 time: 0.5684 data_time: 0.0016 memory: 12269 loss: 0.1949 loss_ctc: 0.1949 2022/12/28 11:13:03 - mmengine - INFO - Epoch(train) [8][ 3500/15807] lr: 2.0624e-04 eta: 1 day, 6:28:40 time: 0.5094 data_time: 0.0014 memory: 12269 loss: 0.1689 loss_ctc: 0.1689 2022/12/28 11:13:56 - mmengine - INFO - Epoch(train) [8][ 3600/15807] lr: 2.0614e-04 eta: 1 day, 6:27:43 time: 0.5411 data_time: 0.0014 memory: 12269 loss: 0.1579 loss_ctc: 0.1579 2022/12/28 11:14:48 - mmengine - INFO - Epoch(train) [8][ 3700/15807] lr: 2.0604e-04 eta: 1 day, 6:26:45 time: 0.5264 data_time: 0.0015 memory: 12269 loss: 0.1897 loss_ctc: 0.1897 2022/12/28 11:15:42 - mmengine - INFO - Epoch(train) [8][ 3800/15807] lr: 2.0594e-04 eta: 1 day, 6:25:50 time: 0.5631 data_time: 0.0017 memory: 12269 loss: 0.1587 loss_ctc: 0.1587 2022/12/28 11:16:36 - mmengine - INFO - Epoch(train) [8][ 3900/15807] lr: 2.0584e-04 eta: 1 day, 6:24:55 time: 0.5172 data_time: 0.0022 memory: 12269 loss: 0.1662 loss_ctc: 0.1662 2022/12/28 11:17:28 - mmengine - INFO - Epoch(train) [8][ 4000/15807] lr: 2.0574e-04 eta: 1 day, 6:23:57 time: 0.5643 data_time: 0.0026 memory: 12269 loss: 0.1489 loss_ctc: 0.1489 2022/12/28 11:18:21 - mmengine - INFO - Epoch(train) [8][ 4100/15807] lr: 2.0564e-04 eta: 1 day, 6:23:01 time: 0.5339 data_time: 0.0078 memory: 12269 loss: 0.1344 loss_ctc: 0.1344 2022/12/28 11:19:14 - mmengine - INFO - Epoch(train) [8][ 4200/15807] lr: 2.0554e-04 eta: 1 day, 6:22:04 time: 0.5097 data_time: 0.0030 memory: 12269 loss: 0.1978 loss_ctc: 0.1978 2022/12/28 11:20:08 - mmengine - INFO - Epoch(train) [8][ 4300/15807] lr: 2.0544e-04 eta: 1 day, 6:21:09 time: 0.5502 data_time: 0.0018 memory: 12269 loss: 0.1690 loss_ctc: 0.1690 2022/12/28 11:20:35 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 11:21:01 - mmengine - INFO - Epoch(train) [8][ 4400/15807] lr: 2.0534e-04 eta: 1 day, 6:20:12 time: 0.4929 data_time: 0.0020 memory: 12269 loss: 0.1512 loss_ctc: 0.1512 2022/12/28 11:21:55 - mmengine - INFO - Epoch(train) [8][ 4500/15807] lr: 2.0524e-04 eta: 1 day, 6:19:18 time: 0.4893 data_time: 0.0015 memory: 12269 loss: 0.1429 loss_ctc: 0.1429 2022/12/28 11:22:48 - mmengine - INFO - Epoch(train) [8][ 4600/15807] lr: 2.0514e-04 eta: 1 day, 6:18:21 time: 0.5025 data_time: 0.0014 memory: 12269 loss: 0.1537 loss_ctc: 0.1537 2022/12/28 11:23:42 - mmengine - INFO - Epoch(train) [8][ 4700/15807] lr: 2.0504e-04 eta: 1 day, 6:17:25 time: 0.5571 data_time: 0.0015 memory: 12269 loss: 0.1632 loss_ctc: 0.1632 2022/12/28 11:24:35 - mmengine - INFO - Epoch(train) [8][ 4800/15807] lr: 2.0494e-04 eta: 1 day, 6:16:28 time: 0.5215 data_time: 0.0036 memory: 12269 loss: 0.1861 loss_ctc: 0.1861 2022/12/28 11:25:28 - mmengine - INFO - Epoch(train) [8][ 4900/15807] lr: 2.0484e-04 eta: 1 day, 6:15:32 time: 0.5351 data_time: 0.0015 memory: 12269 loss: 0.1657 loss_ctc: 0.1657 2022/12/28 11:26:21 - mmengine - INFO - Epoch(train) [8][ 5000/15807] lr: 2.0474e-04 eta: 1 day, 6:14:35 time: 0.5078 data_time: 0.0015 memory: 12269 loss: 0.1708 loss_ctc: 0.1708 2022/12/28 11:27:14 - mmengine - INFO - Epoch(train) [8][ 5100/15807] lr: 2.0464e-04 eta: 1 day, 6:13:40 time: 0.5535 data_time: 0.0014 memory: 12269 loss: 0.1587 loss_ctc: 0.1587 2022/12/28 11:28:07 - mmengine - INFO - Epoch(train) [8][ 5200/15807] lr: 2.0454e-04 eta: 1 day, 6:12:43 time: 0.5025 data_time: 0.0032 memory: 12269 loss: 0.1627 loss_ctc: 0.1627 2022/12/28 11:29:00 - mmengine - INFO - Epoch(train) [8][ 5300/15807] lr: 2.0444e-04 eta: 1 day, 6:11:45 time: 0.5409 data_time: 0.0015 memory: 12269 loss: 0.1399 loss_ctc: 0.1399 2022/12/28 11:29:27 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 11:29:53 - mmengine - INFO - Epoch(train) [8][ 5400/15807] lr: 2.0433e-04 eta: 1 day, 6:10:49 time: 0.5392 data_time: 0.0026 memory: 12269 loss: 0.1713 loss_ctc: 0.1713 2022/12/28 11:30:46 - mmengine - INFO - Epoch(train) [8][ 5500/15807] lr: 2.0423e-04 eta: 1 day, 6:09:53 time: 0.5467 data_time: 0.0015 memory: 12269 loss: 0.1681 loss_ctc: 0.1681 2022/12/28 11:31:40 - mmengine - INFO - Epoch(train) [8][ 5600/15807] lr: 2.0413e-04 eta: 1 day, 6:08:58 time: 0.5746 data_time: 0.0020 memory: 12269 loss: 0.1744 loss_ctc: 0.1744 2022/12/28 11:32:33 - mmengine - INFO - Epoch(train) [8][ 5700/15807] lr: 2.0403e-04 eta: 1 day, 6:08:01 time: 0.5586 data_time: 0.0014 memory: 12269 loss: 0.1675 loss_ctc: 0.1675 2022/12/28 11:33:26 - mmengine - INFO - Epoch(train) [8][ 5800/15807] lr: 2.0393e-04 eta: 1 day, 6:07:05 time: 0.5232 data_time: 0.0057 memory: 12269 loss: 0.1584 loss_ctc: 0.1584 2022/12/28 11:34:21 - mmengine - INFO - Epoch(train) [8][ 5900/15807] lr: 2.0383e-04 eta: 1 day, 6:06:12 time: 0.5095 data_time: 0.0015 memory: 12269 loss: 0.1638 loss_ctc: 0.1638 2022/12/28 11:35:14 - mmengine - INFO - Epoch(train) [8][ 6000/15807] lr: 2.0373e-04 eta: 1 day, 6:05:15 time: 0.5222 data_time: 0.0015 memory: 12269 loss: 0.1328 loss_ctc: 0.1328 2022/12/28 11:36:07 - mmengine - INFO - Epoch(train) [8][ 6100/15807] lr: 2.0362e-04 eta: 1 day, 6:04:18 time: 0.5405 data_time: 0.0014 memory: 12269 loss: 0.1465 loss_ctc: 0.1465 2022/12/28 11:36:59 - mmengine - INFO - Epoch(train) [8][ 6200/15807] lr: 2.0352e-04 eta: 1 day, 6:03:20 time: 0.5189 data_time: 0.0029 memory: 12269 loss: 0.1604 loss_ctc: 0.1604 2022/12/28 11:37:53 - mmengine - INFO - Epoch(train) [8][ 6300/15807] lr: 2.0342e-04 eta: 1 day, 6:02:25 time: 0.5890 data_time: 0.0014 memory: 12269 loss: 0.1200 loss_ctc: 0.1200 2022/12/28 11:38:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 11:38:45 - mmengine - INFO - Epoch(train) [8][ 6400/15807] lr: 2.0332e-04 eta: 1 day, 6:01:28 time: 0.5536 data_time: 0.0052 memory: 12269 loss: 0.1568 loss_ctc: 0.1568 2022/12/28 11:39:38 - mmengine - INFO - Epoch(train) [8][ 6500/15807] lr: 2.0322e-04 eta: 1 day, 6:00:30 time: 0.5215 data_time: 0.0016 memory: 12269 loss: 0.1549 loss_ctc: 0.1549 2022/12/28 11:40:31 - mmengine - INFO - Epoch(train) [8][ 6600/15807] lr: 2.0312e-04 eta: 1 day, 5:59:35 time: 0.5638 data_time: 0.0016 memory: 12269 loss: 0.1879 loss_ctc: 0.1879 2022/12/28 11:41:24 - mmengine - INFO - Epoch(train) [8][ 6700/15807] lr: 2.0301e-04 eta: 1 day, 5:58:37 time: 0.5053 data_time: 0.0015 memory: 12269 loss: 0.1417 loss_ctc: 0.1417 2022/12/28 11:42:16 - mmengine - INFO - Epoch(train) [8][ 6800/15807] lr: 2.0291e-04 eta: 1 day, 5:57:41 time: 0.5015 data_time: 0.0013 memory: 12269 loss: 0.1499 loss_ctc: 0.1499 2022/12/28 11:43:10 - mmengine - INFO - Epoch(train) [8][ 6900/15807] lr: 2.0281e-04 eta: 1 day, 5:56:44 time: 0.5475 data_time: 0.0014 memory: 12269 loss: 0.1597 loss_ctc: 0.1597 2022/12/28 11:44:02 - mmengine - INFO - Epoch(train) [8][ 7000/15807] lr: 2.0271e-04 eta: 1 day, 5:55:46 time: 0.5099 data_time: 0.0018 memory: 12269 loss: 0.1573 loss_ctc: 0.1573 2022/12/28 11:44:55 - mmengine - INFO - Epoch(train) [8][ 7100/15807] lr: 2.0260e-04 eta: 1 day, 5:54:49 time: 0.5303 data_time: 0.0020 memory: 12269 loss: 0.1784 loss_ctc: 0.1784 2022/12/28 11:45:49 - mmengine - INFO - Epoch(train) [8][ 7200/15807] lr: 2.0250e-04 eta: 1 day, 5:53:55 time: 0.5477 data_time: 0.0015 memory: 12269 loss: 0.1810 loss_ctc: 0.1810 2022/12/28 11:46:42 - mmengine - INFO - Epoch(train) [8][ 7300/15807] lr: 2.0240e-04 eta: 1 day, 5:52:59 time: 0.5566 data_time: 0.0051 memory: 12269 loss: 0.1622 loss_ctc: 0.1622 2022/12/28 11:47:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 11:47:36 - mmengine - INFO - Epoch(train) [8][ 7400/15807] lr: 2.0230e-04 eta: 1 day, 5:52:04 time: 0.5837 data_time: 0.0015 memory: 12269 loss: 0.1696 loss_ctc: 0.1696 2022/12/28 11:48:28 - mmengine - INFO - Epoch(train) [8][ 7500/15807] lr: 2.0219e-04 eta: 1 day, 5:51:06 time: 0.5189 data_time: 0.0014 memory: 12269 loss: 0.1492 loss_ctc: 0.1492 2022/12/28 11:49:21 - mmengine - INFO - Epoch(train) [8][ 7600/15807] lr: 2.0209e-04 eta: 1 day, 5:50:10 time: 0.5208 data_time: 0.0015 memory: 12269 loss: 0.1903 loss_ctc: 0.1903 2022/12/28 11:50:14 - mmengine - INFO - Epoch(train) [8][ 7700/15807] lr: 2.0199e-04 eta: 1 day, 5:49:14 time: 0.5218 data_time: 0.0028 memory: 12269 loss: 0.1456 loss_ctc: 0.1456 2022/12/28 11:51:08 - mmengine - INFO - Epoch(train) [8][ 7800/15807] lr: 2.0188e-04 eta: 1 day, 5:48:18 time: 0.5659 data_time: 0.0031 memory: 12269 loss: 0.1893 loss_ctc: 0.1893 2022/12/28 11:52:01 - mmengine - INFO - Epoch(train) [8][ 7900/15807] lr: 2.0178e-04 eta: 1 day, 5:47:22 time: 0.5410 data_time: 0.0014 memory: 12269 loss: 0.1534 loss_ctc: 0.1534 2022/12/28 11:52:55 - mmengine - INFO - Epoch(train) [8][ 8000/15807] lr: 2.0168e-04 eta: 1 day, 5:46:27 time: 0.5548 data_time: 0.0035 memory: 12269 loss: 0.1696 loss_ctc: 0.1696 2022/12/28 11:53:49 - mmengine - INFO - Epoch(train) [8][ 8100/15807] lr: 2.0157e-04 eta: 1 day, 5:45:32 time: 0.5200 data_time: 0.0033 memory: 12269 loss: 0.1863 loss_ctc: 0.1863 2022/12/28 11:54:42 - mmengine - INFO - Epoch(train) [8][ 8200/15807] lr: 2.0147e-04 eta: 1 day, 5:44:36 time: 0.5457 data_time: 0.0023 memory: 12269 loss: 0.1637 loss_ctc: 0.1637 2022/12/28 11:55:35 - mmengine - INFO - Epoch(train) [8][ 8300/15807] lr: 2.0137e-04 eta: 1 day, 5:43:40 time: 0.5630 data_time: 0.0014 memory: 12269 loss: 0.1726 loss_ctc: 0.1726 2022/12/28 11:56:03 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 11:56:28 - mmengine - INFO - Epoch(train) [8][ 8400/15807] lr: 2.0126e-04 eta: 1 day, 5:42:43 time: 0.5242 data_time: 0.0015 memory: 12269 loss: 0.1665 loss_ctc: 0.1665 2022/12/28 11:57:22 - mmengine - INFO - Epoch(train) [8][ 8500/15807] lr: 2.0116e-04 eta: 1 day, 5:41:48 time: 0.5364 data_time: 0.0020 memory: 12269 loss: 0.1443 loss_ctc: 0.1443 2022/12/28 11:58:15 - mmengine - INFO - Epoch(train) [8][ 8600/15807] lr: 2.0106e-04 eta: 1 day, 5:40:51 time: 0.5222 data_time: 0.0032 memory: 12269 loss: 0.1687 loss_ctc: 0.1687 2022/12/28 11:59:08 - mmengine - INFO - Epoch(train) [8][ 8700/15807] lr: 2.0095e-04 eta: 1 day, 5:39:55 time: 0.5540 data_time: 0.0017 memory: 12269 loss: 0.1490 loss_ctc: 0.1490 2022/12/28 12:00:00 - mmengine - INFO - Epoch(train) [8][ 8800/15807] lr: 2.0085e-04 eta: 1 day, 5:38:57 time: 0.5184 data_time: 0.0022 memory: 12269 loss: 0.1566 loss_ctc: 0.1566 2022/12/28 12:00:52 - mmengine - INFO - Epoch(train) [8][ 8900/15807] lr: 2.0075e-04 eta: 1 day, 5:38:00 time: 0.5068 data_time: 0.0016 memory: 12269 loss: 0.1588 loss_ctc: 0.1588 2022/12/28 12:01:46 - mmengine - INFO - Epoch(train) [8][ 9000/15807] lr: 2.0064e-04 eta: 1 day, 5:37:04 time: 0.5153 data_time: 0.0034 memory: 12269 loss: 0.1978 loss_ctc: 0.1978 2022/12/28 12:02:40 - mmengine - INFO - Epoch(train) [8][ 9100/15807] lr: 2.0054e-04 eta: 1 day, 5:36:10 time: 0.5301 data_time: 0.0019 memory: 12269 loss: 0.1476 loss_ctc: 0.1476 2022/12/28 12:03:33 - mmengine - INFO - Epoch(train) [8][ 9200/15807] lr: 2.0043e-04 eta: 1 day, 5:35:14 time: 0.5417 data_time: 0.0021 memory: 12269 loss: 0.1409 loss_ctc: 0.1409 2022/12/28 12:04:27 - mmengine - INFO - Epoch(train) [8][ 9300/15807] lr: 2.0033e-04 eta: 1 day, 5:34:19 time: 0.5767 data_time: 0.0014 memory: 12269 loss: 0.1566 loss_ctc: 0.1566 2022/12/28 12:04:54 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 12:05:20 - mmengine - INFO - Epoch(train) [8][ 9400/15807] lr: 2.0022e-04 eta: 1 day, 5:33:23 time: 0.5727 data_time: 0.0079 memory: 12269 loss: 0.1828 loss_ctc: 0.1828 2022/12/28 12:06:14 - mmengine - INFO - Epoch(train) [8][ 9500/15807] lr: 2.0012e-04 eta: 1 day, 5:32:27 time: 0.5410 data_time: 0.0025 memory: 12269 loss: 0.1478 loss_ctc: 0.1478 2022/12/28 12:07:06 - mmengine - INFO - Epoch(train) [8][ 9600/15807] lr: 2.0002e-04 eta: 1 day, 5:31:30 time: 0.5303 data_time: 0.0014 memory: 12269 loss: 0.2084 loss_ctc: 0.2084 2022/12/28 12:08:00 - mmengine - INFO - Epoch(train) [8][ 9700/15807] lr: 1.9991e-04 eta: 1 day, 5:30:35 time: 0.5789 data_time: 0.0015 memory: 12269 loss: 0.1525 loss_ctc: 0.1525 2022/12/28 12:08:52 - mmengine - INFO - Epoch(train) [8][ 9800/15807] lr: 1.9981e-04 eta: 1 day, 5:29:38 time: 0.5109 data_time: 0.0017 memory: 12269 loss: 0.1445 loss_ctc: 0.1445 2022/12/28 12:09:45 - mmengine - INFO - Epoch(train) [8][ 9900/15807] lr: 1.9970e-04 eta: 1 day, 5:28:41 time: 0.5754 data_time: 0.0020 memory: 12269 loss: 0.1578 loss_ctc: 0.1578 2022/12/28 12:10:39 - mmengine - INFO - Epoch(train) [8][10000/15807] lr: 1.9960e-04 eta: 1 day, 5:27:46 time: 0.5642 data_time: 0.0015 memory: 12269 loss: 0.1310 loss_ctc: 0.1310 2022/12/28 12:11:33 - mmengine - INFO - Epoch(train) [8][10100/15807] lr: 1.9949e-04 eta: 1 day, 5:26:51 time: 0.5601 data_time: 0.0016 memory: 12269 loss: 0.1830 loss_ctc: 0.1830 2022/12/28 12:12:26 - mmengine - INFO - Epoch(train) [8][10200/15807] lr: 1.9939e-04 eta: 1 day, 5:25:55 time: 0.5483 data_time: 0.0016 memory: 12269 loss: 0.1704 loss_ctc: 0.1704 2022/12/28 12:13:19 - mmengine - INFO - Epoch(train) [8][10300/15807] lr: 1.9928e-04 eta: 1 day, 5:24:59 time: 0.5078 data_time: 0.0016 memory: 12269 loss: 0.1652 loss_ctc: 0.1652 2022/12/28 12:13:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 12:14:12 - mmengine - INFO - Epoch(train) [8][10400/15807] lr: 1.9918e-04 eta: 1 day, 5:24:03 time: 0.5380 data_time: 0.0014 memory: 12269 loss: 0.1635 loss_ctc: 0.1635 2022/12/28 12:15:05 - mmengine - INFO - Epoch(train) [8][10500/15807] lr: 1.9907e-04 eta: 1 day, 5:23:07 time: 0.5513 data_time: 0.0044 memory: 12269 loss: 0.1662 loss_ctc: 0.1662 2022/12/28 12:15:59 - mmengine - INFO - Epoch(train) [8][10600/15807] lr: 1.9897e-04 eta: 1 day, 5:22:12 time: 0.5331 data_time: 0.0014 memory: 12269 loss: 0.1342 loss_ctc: 0.1342 2022/12/28 12:16:53 - mmengine - INFO - Epoch(train) [8][10700/15807] lr: 1.9886e-04 eta: 1 day, 5:21:17 time: 0.5730 data_time: 0.0019 memory: 12269 loss: 0.1294 loss_ctc: 0.1294 2022/12/28 12:17:46 - mmengine - INFO - Epoch(train) [8][10800/15807] lr: 1.9875e-04 eta: 1 day, 5:20:21 time: 0.5379 data_time: 0.0015 memory: 12269 loss: 0.1480 loss_ctc: 0.1480 2022/12/28 12:18:41 - mmengine - INFO - Epoch(train) [8][10900/15807] lr: 1.9865e-04 eta: 1 day, 5:19:27 time: 0.5377 data_time: 0.0018 memory: 12269 loss: 0.1464 loss_ctc: 0.1464 2022/12/28 12:19:34 - mmengine - INFO - Epoch(train) [8][11000/15807] lr: 1.9854e-04 eta: 1 day, 5:18:31 time: 0.5090 data_time: 0.0019 memory: 12269 loss: 0.1408 loss_ctc: 0.1408 2022/12/28 12:20:27 - mmengine - INFO - Epoch(train) [8][11100/15807] lr: 1.9844e-04 eta: 1 day, 5:17:35 time: 0.5027 data_time: 0.0018 memory: 12269 loss: 0.1585 loss_ctc: 0.1585 2022/12/28 12:21:21 - mmengine - INFO - Epoch(train) [8][11200/15807] lr: 1.9833e-04 eta: 1 day, 5:16:40 time: 0.5456 data_time: 0.0013 memory: 12269 loss: 0.1758 loss_ctc: 0.1758 2022/12/28 12:22:14 - mmengine - INFO - Epoch(train) [8][11300/15807] lr: 1.9823e-04 eta: 1 day, 5:15:44 time: 0.5322 data_time: 0.0037 memory: 12269 loss: 0.1499 loss_ctc: 0.1499 2022/12/28 12:22:41 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 12:23:08 - mmengine - INFO - Epoch(train) [8][11400/15807] lr: 1.9812e-04 eta: 1 day, 5:14:49 time: 0.5758 data_time: 0.0026 memory: 12269 loss: 0.1655 loss_ctc: 0.1655 2022/12/28 12:24:01 - mmengine - INFO - Epoch(train) [8][11500/15807] lr: 1.9801e-04 eta: 1 day, 5:13:54 time: 0.5407 data_time: 0.0014 memory: 12269 loss: 0.1446 loss_ctc: 0.1446 2022/12/28 12:24:55 - mmengine - INFO - Epoch(train) [8][11600/15807] lr: 1.9791e-04 eta: 1 day, 5:12:58 time: 0.5132 data_time: 0.0016 memory: 12269 loss: 0.1625 loss_ctc: 0.1625 2022/12/28 12:25:48 - mmengine - INFO - Epoch(train) [8][11700/15807] lr: 1.9780e-04 eta: 1 day, 5:12:02 time: 0.4855 data_time: 0.0024 memory: 12269 loss: 0.1736 loss_ctc: 0.1736 2022/12/28 12:26:42 - mmengine - INFO - Epoch(train) [8][11800/15807] lr: 1.9769e-04 eta: 1 day, 5:11:07 time: 0.5148 data_time: 0.0016 memory: 12269 loss: 0.1411 loss_ctc: 0.1411 2022/12/28 12:27:36 - mmengine - INFO - Epoch(train) [8][11900/15807] lr: 1.9759e-04 eta: 1 day, 5:10:13 time: 0.5546 data_time: 0.0014 memory: 12269 loss: 0.1911 loss_ctc: 0.1911 2022/12/28 12:28:30 - mmengine - INFO - Epoch(train) [8][12000/15807] lr: 1.9748e-04 eta: 1 day, 5:09:18 time: 0.5626 data_time: 0.0015 memory: 12269 loss: 0.1669 loss_ctc: 0.1669 2022/12/28 12:29:23 - mmengine - INFO - Epoch(train) [8][12100/15807] lr: 1.9737e-04 eta: 1 day, 5:08:22 time: 0.5290 data_time: 0.0015 memory: 12269 loss: 0.1465 loss_ctc: 0.1465 2022/12/28 12:30:17 - mmengine - INFO - Epoch(train) [8][12200/15807] lr: 1.9727e-04 eta: 1 day, 5:07:27 time: 0.5221 data_time: 0.0015 memory: 12269 loss: 0.1293 loss_ctc: 0.1293 2022/12/28 12:31:10 - mmengine - INFO - Epoch(train) [8][12300/15807] lr: 1.9716e-04 eta: 1 day, 5:06:31 time: 0.5711 data_time: 0.0014 memory: 12269 loss: 0.1740 loss_ctc: 0.1740 2022/12/28 12:31:37 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 12:32:03 - mmengine - INFO - Epoch(train) [8][12400/15807] lr: 1.9705e-04 eta: 1 day, 5:05:35 time: 0.5606 data_time: 0.0016 memory: 12269 loss: 0.1569 loss_ctc: 0.1569 2022/12/28 12:32:56 - mmengine - INFO - Epoch(train) [8][12500/15807] lr: 1.9695e-04 eta: 1 day, 5:04:39 time: 0.5549 data_time: 0.0018 memory: 12269 loss: 0.1522 loss_ctc: 0.1522 2022/12/28 12:33:50 - mmengine - INFO - Epoch(train) [8][12600/15807] lr: 1.9684e-04 eta: 1 day, 5:03:43 time: 0.5157 data_time: 0.0022 memory: 12269 loss: 0.1761 loss_ctc: 0.1761 2022/12/28 12:34:43 - mmengine - INFO - Epoch(train) [8][12700/15807] lr: 1.9673e-04 eta: 1 day, 5:02:48 time: 0.5181 data_time: 0.0017 memory: 12269 loss: 0.1617 loss_ctc: 0.1617 2022/12/28 12:35:37 - mmengine - INFO - Epoch(train) [8][12800/15807] lr: 1.9663e-04 eta: 1 day, 5:01:52 time: 0.5416 data_time: 0.0015 memory: 12269 loss: 0.1497 loss_ctc: 0.1497 2022/12/28 12:36:31 - mmengine - INFO - Epoch(train) [8][12900/15807] lr: 1.9652e-04 eta: 1 day, 5:00:58 time: 0.6287 data_time: 0.0016 memory: 12269 loss: 0.1484 loss_ctc: 0.1484 2022/12/28 12:37:25 - mmengine - INFO - Epoch(train) [8][13000/15807] lr: 1.9641e-04 eta: 1 day, 5:00:03 time: 0.5535 data_time: 0.0014 memory: 12269 loss: 0.1780 loss_ctc: 0.1780 2022/12/28 12:38:18 - mmengine - INFO - Epoch(train) [8][13100/15807] lr: 1.9630e-04 eta: 1 day, 4:59:07 time: 0.5187 data_time: 0.0016 memory: 12269 loss: 0.1829 loss_ctc: 0.1829 2022/12/28 12:39:11 - mmengine - INFO - Epoch(train) [8][13200/15807] lr: 1.9620e-04 eta: 1 day, 4:58:11 time: 0.5449 data_time: 0.0018 memory: 12269 loss: 0.1549 loss_ctc: 0.1549 2022/12/28 12:40:04 - mmengine - INFO - Epoch(train) [8][13300/15807] lr: 1.9609e-04 eta: 1 day, 4:57:15 time: 0.5262 data_time: 0.0019 memory: 12269 loss: 0.1609 loss_ctc: 0.1609 2022/12/28 12:40:31 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 12:40:57 - mmengine - INFO - Epoch(train) [8][13400/15807] lr: 1.9598e-04 eta: 1 day, 4:56:18 time: 0.5076 data_time: 0.0016 memory: 12269 loss: 0.1377 loss_ctc: 0.1377 2022/12/28 12:41:49 - mmengine - INFO - Epoch(train) [8][13500/15807] lr: 1.9587e-04 eta: 1 day, 4:55:22 time: 0.5226 data_time: 0.0013 memory: 12269 loss: 0.1584 loss_ctc: 0.1584 2022/12/28 12:42:42 - mmengine - INFO - Epoch(train) [8][13600/15807] lr: 1.9577e-04 eta: 1 day, 4:54:25 time: 0.5182 data_time: 0.0017 memory: 12269 loss: 0.1394 loss_ctc: 0.1394 2022/12/28 12:43:35 - mmengine - INFO - Epoch(train) [8][13700/15807] lr: 1.9566e-04 eta: 1 day, 4:53:28 time: 0.5269 data_time: 0.0026 memory: 12269 loss: 0.1879 loss_ctc: 0.1879 2022/12/28 12:44:28 - mmengine - INFO - Epoch(train) [8][13800/15807] lr: 1.9555e-04 eta: 1 day, 4:52:32 time: 0.5373 data_time: 0.0015 memory: 12269 loss: 0.1456 loss_ctc: 0.1456 2022/12/28 12:45:20 - mmengine - INFO - Epoch(train) [8][13900/15807] lr: 1.9544e-04 eta: 1 day, 4:51:36 time: 0.5381 data_time: 0.0014 memory: 12269 loss: 0.1379 loss_ctc: 0.1379 2022/12/28 12:46:14 - mmengine - INFO - Epoch(train) [8][14000/15807] lr: 1.9534e-04 eta: 1 day, 4:50:41 time: 0.5022 data_time: 0.0021 memory: 12269 loss: 0.1558 loss_ctc: 0.1558 2022/12/28 12:47:07 - mmengine - INFO - Epoch(train) [8][14100/15807] lr: 1.9523e-04 eta: 1 day, 4:49:44 time: 0.5223 data_time: 0.0014 memory: 12269 loss: 0.1579 loss_ctc: 0.1579 2022/12/28 12:48:01 - mmengine - INFO - Epoch(train) [8][14200/15807] lr: 1.9512e-04 eta: 1 day, 4:48:49 time: 0.5476 data_time: 0.0029 memory: 12269 loss: 0.1507 loss_ctc: 0.1507 2022/12/28 12:48:54 - mmengine - INFO - Epoch(train) [8][14300/15807] lr: 1.9501e-04 eta: 1 day, 4:47:53 time: 0.5450 data_time: 0.0020 memory: 12269 loss: 0.1483 loss_ctc: 0.1483 2022/12/28 12:49:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 12:49:48 - mmengine - INFO - Epoch(train) [8][14400/15807] lr: 1.9490e-04 eta: 1 day, 4:46:58 time: 0.5148 data_time: 0.0016 memory: 12269 loss: 0.1355 loss_ctc: 0.1355 2022/12/28 12:50:41 - mmengine - INFO - Epoch(train) [8][14500/15807] lr: 1.9479e-04 eta: 1 day, 4:46:03 time: 0.5396 data_time: 0.0014 memory: 12269 loss: 0.1582 loss_ctc: 0.1582 2022/12/28 12:51:34 - mmengine - INFO - Epoch(train) [8][14600/15807] lr: 1.9469e-04 eta: 1 day, 4:45:07 time: 0.5412 data_time: 0.0020 memory: 12269 loss: 0.1631 loss_ctc: 0.1631 2022/12/28 12:52:28 - mmengine - INFO - Epoch(train) [8][14700/15807] lr: 1.9458e-04 eta: 1 day, 4:44:11 time: 0.5367 data_time: 0.0015 memory: 12269 loss: 0.1754 loss_ctc: 0.1754 2022/12/28 12:53:21 - mmengine - INFO - Epoch(train) [8][14800/15807] lr: 1.9447e-04 eta: 1 day, 4:43:15 time: 0.5771 data_time: 0.0016 memory: 12269 loss: 0.1527 loss_ctc: 0.1527 2022/12/28 12:54:14 - mmengine - INFO - Epoch(train) [8][14900/15807] lr: 1.9436e-04 eta: 1 day, 4:42:20 time: 0.5048 data_time: 0.0015 memory: 12269 loss: 0.1581 loss_ctc: 0.1581 2022/12/28 12:55:08 - mmengine - INFO - Epoch(train) [8][15000/15807] lr: 1.9425e-04 eta: 1 day, 4:41:25 time: 0.5488 data_time: 0.0016 memory: 12269 loss: 0.1346 loss_ctc: 0.1346 2022/12/28 12:56:01 - mmengine - INFO - Epoch(train) [8][15100/15807] lr: 1.9414e-04 eta: 1 day, 4:40:28 time: 0.5093 data_time: 0.0016 memory: 12269 loss: 0.1752 loss_ctc: 0.1752 2022/12/28 12:56:55 - mmengine - INFO - Epoch(train) [8][15200/15807] lr: 1.9403e-04 eta: 1 day, 4:39:34 time: 0.5839 data_time: 0.0021 memory: 12269 loss: 0.1565 loss_ctc: 0.1565 2022/12/28 12:57:47 - mmengine - INFO - Epoch(train) [8][15300/15807] lr: 1.9392e-04 eta: 1 day, 4:38:37 time: 0.5060 data_time: 0.0034 memory: 12269 loss: 0.1493 loss_ctc: 0.1493 2022/12/28 12:58:15 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 12:58:41 - mmengine - INFO - Epoch(train) [8][15400/15807] lr: 1.9381e-04 eta: 1 day, 4:37:43 time: 0.6001 data_time: 0.0017 memory: 12269 loss: 0.1698 loss_ctc: 0.1698 2022/12/28 12:59:33 - mmengine - INFO - Epoch(train) [8][15500/15807] lr: 1.9371e-04 eta: 1 day, 4:36:45 time: 0.4844 data_time: 0.0015 memory: 12269 loss: 0.1526 loss_ctc: 0.1526 2022/12/28 13:00:26 - mmengine - INFO - Epoch(train) [8][15600/15807] lr: 1.9360e-04 eta: 1 day, 4:35:48 time: 0.5116 data_time: 0.0037 memory: 12269 loss: 0.1498 loss_ctc: 0.1498 2022/12/28 13:01:19 - mmengine - INFO - Epoch(train) [8][15700/15807] lr: 1.9349e-04 eta: 1 day, 4:34:53 time: 0.5179 data_time: 0.0020 memory: 12269 loss: 0.1544 loss_ctc: 0.1544 2022/12/28 13:02:10 - mmengine - INFO - Epoch(train) [8][15800/15807] lr: 1.9338e-04 eta: 1 day, 4:33:54 time: 0.4758 data_time: 0.0019 memory: 12269 loss: 0.1529 loss_ctc: 0.1529 2022/12/28 13:02:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 13:02:13 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/12/28 13:02:21 - mmengine - INFO - Epoch(val) [8][8/8] CUTE80/recog/word_acc: 0.1493 CUTE80/recog/word_acc_ignore_case: 0.8646 CUTE80/recog/word_acc_ignore_case_symbol: 0.8646 IIIT5K/recog/word_acc: 0.0643 IIIT5K/recog/word_acc_ignore_case: 0.8500 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8500 SVT/recog/word_acc: 0.8841 SVT/recog/word_acc_ignore_case: 0.8841 SVT/recog/word_acc_ignore_case_symbol: 0.8841 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8233 SVTP/recog/word_acc_ignore_case_symbol: 0.8233 IC13/recog/word_acc: 0.2877 IC13/recog/word_acc_ignore_case: 0.9360 IC13/recog/word_acc_ignore_case_symbol: 0.9360 IC15/recog/word_acc: 0.1160 IC15/recog/word_acc_ignore_case: 0.7217 IC15/recog/word_acc_ignore_case_symbol: 0.7299 CUTE80/recog/char_recall: 0.9404 CUTE80/recog/char_precision: 0.9422 IIIT5K/recog/char_recall: 0.9867 IIIT5K/recog/char_precision: 0.9107 SVT/recog/char_recall: 0.9739 SVT/recog/char_precision: 0.9620 SVTP/recog/char_recall: 0.9313 SVTP/recog/char_precision: 0.9532 IC13/recog/char_recall: 0.9870 IC13/recog/char_precision: 0.9772 IC15/recog/char_recall: 0.9205 IC15/recog/char_precision: 0.8916 2022/12/28 13:03:20 - mmengine - INFO - Epoch(train) [9][ 100/15807] lr: 1.9326e-04 eta: 1 day, 4:33:02 time: 0.5171 data_time: 0.0016 memory: 12269 loss: 0.1331 loss_ctc: 0.1331 2022/12/28 13:04:13 - mmengine - INFO - Epoch(train) [9][ 200/15807] lr: 1.9315e-04 eta: 1 day, 4:32:05 time: 0.5196 data_time: 0.0019 memory: 12269 loss: 0.1796 loss_ctc: 0.1796 2022/12/28 13:05:05 - mmengine - INFO - Epoch(train) [9][ 300/15807] lr: 1.9304e-04 eta: 1 day, 4:31:09 time: 0.5746 data_time: 0.0014 memory: 12269 loss: 0.1725 loss_ctc: 0.1725 2022/12/28 13:05:58 - mmengine - INFO - Epoch(train) [9][ 400/15807] lr: 1.9293e-04 eta: 1 day, 4:30:13 time: 0.5251 data_time: 0.0054 memory: 12269 loss: 0.1181 loss_ctc: 0.1181 2022/12/28 13:06:52 - mmengine - INFO - Epoch(train) [9][ 500/15807] lr: 1.9282e-04 eta: 1 day, 4:29:18 time: 0.5295 data_time: 0.0015 memory: 12269 loss: 0.1306 loss_ctc: 0.1306 2022/12/28 13:07:15 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 13:07:45 - mmengine - INFO - Epoch(train) [9][ 600/15807] lr: 1.9271e-04 eta: 1 day, 4:28:21 time: 0.4789 data_time: 0.0014 memory: 12269 loss: 0.1487 loss_ctc: 0.1487 2022/12/28 13:08:38 - mmengine - INFO - Epoch(train) [9][ 700/15807] lr: 1.9260e-04 eta: 1 day, 4:27:26 time: 0.5054 data_time: 0.0014 memory: 12269 loss: 0.1399 loss_ctc: 0.1399 2022/12/28 13:09:31 - mmengine - INFO - Epoch(train) [9][ 800/15807] lr: 1.9249e-04 eta: 1 day, 4:26:29 time: 0.5223 data_time: 0.0017 memory: 12269 loss: 0.1547 loss_ctc: 0.1547 2022/12/28 13:10:23 - mmengine - INFO - Epoch(train) [9][ 900/15807] lr: 1.9238e-04 eta: 1 day, 4:25:33 time: 0.5565 data_time: 0.0015 memory: 12269 loss: 0.1461 loss_ctc: 0.1461 2022/12/28 13:11:16 - mmengine - INFO - Epoch(train) [9][ 1000/15807] lr: 1.9227e-04 eta: 1 day, 4:24:36 time: 0.5484 data_time: 0.0062 memory: 12269 loss: 0.1330 loss_ctc: 0.1330 2022/12/28 13:12:09 - mmengine - INFO - Epoch(train) [9][ 1100/15807] lr: 1.9216e-04 eta: 1 day, 4:23:41 time: 0.5778 data_time: 0.0016 memory: 12269 loss: 0.1494 loss_ctc: 0.1494 2022/12/28 13:13:02 - mmengine - INFO - Epoch(train) [9][ 1200/15807] lr: 1.9205e-04 eta: 1 day, 4:22:44 time: 0.5027 data_time: 0.0015 memory: 12269 loss: 0.1555 loss_ctc: 0.1555 2022/12/28 13:13:55 - mmengine - INFO - Epoch(train) [9][ 1300/15807] lr: 1.9194e-04 eta: 1 day, 4:21:48 time: 0.5600 data_time: 0.0016 memory: 12269 loss: 0.1801 loss_ctc: 0.1801 2022/12/28 13:14:48 - mmengine - INFO - Epoch(train) [9][ 1400/15807] lr: 1.9183e-04 eta: 1 day, 4:20:53 time: 0.5293 data_time: 0.0017 memory: 12269 loss: 0.1909 loss_ctc: 0.1909 2022/12/28 13:15:41 - mmengine - INFO - Epoch(train) [9][ 1500/15807] lr: 1.9172e-04 eta: 1 day, 4:19:56 time: 0.5283 data_time: 0.0015 memory: 12269 loss: 0.1546 loss_ctc: 0.1546 2022/12/28 13:16:04 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 13:16:34 - mmengine - INFO - Epoch(train) [9][ 1600/15807] lr: 1.9161e-04 eta: 1 day, 4:19:00 time: 0.5473 data_time: 0.0016 memory: 12269 loss: 0.1356 loss_ctc: 0.1356 2022/12/28 13:17:27 - mmengine - INFO - Epoch(train) [9][ 1700/15807] lr: 1.9150e-04 eta: 1 day, 4:18:04 time: 0.5770 data_time: 0.0015 memory: 12269 loss: 0.1886 loss_ctc: 0.1886 2022/12/28 13:18:21 - mmengine - INFO - Epoch(train) [9][ 1800/15807] lr: 1.9139e-04 eta: 1 day, 4:17:09 time: 0.5347 data_time: 0.0017 memory: 12269 loss: 0.1451 loss_ctc: 0.1451 2022/12/28 13:19:13 - mmengine - INFO - Epoch(train) [9][ 1900/15807] lr: 1.9128e-04 eta: 1 day, 4:16:12 time: 0.5604 data_time: 0.0014 memory: 12269 loss: 0.1511 loss_ctc: 0.1511 2022/12/28 13:20:05 - mmengine - INFO - Epoch(train) [9][ 2000/15807] lr: 1.9117e-04 eta: 1 day, 4:15:15 time: 0.5394 data_time: 0.0026 memory: 12269 loss: 0.1597 loss_ctc: 0.1597 2022/12/28 13:20:58 - mmengine - INFO - Epoch(train) [9][ 2100/15807] lr: 1.9105e-04 eta: 1 day, 4:14:19 time: 0.5433 data_time: 0.0015 memory: 12269 loss: 0.1583 loss_ctc: 0.1583 2022/12/28 13:21:51 - mmengine - INFO - Epoch(train) [9][ 2200/15807] lr: 1.9094e-04 eta: 1 day, 4:13:23 time: 0.5449 data_time: 0.0015 memory: 12269 loss: 0.1521 loss_ctc: 0.1521 2022/12/28 13:22:44 - mmengine - INFO - Epoch(train) [9][ 2300/15807] lr: 1.9083e-04 eta: 1 day, 4:12:27 time: 0.5160 data_time: 0.0016 memory: 12269 loss: 0.1685 loss_ctc: 0.1685 2022/12/28 13:23:37 - mmengine - INFO - Epoch(train) [9][ 2400/15807] lr: 1.9072e-04 eta: 1 day, 4:11:31 time: 0.5298 data_time: 0.0015 memory: 12269 loss: 0.1613 loss_ctc: 0.1613 2022/12/28 13:24:30 - mmengine - INFO - Epoch(train) [9][ 2500/15807] lr: 1.9061e-04 eta: 1 day, 4:10:35 time: 0.5387 data_time: 0.0015 memory: 12269 loss: 0.1580 loss_ctc: 0.1580 2022/12/28 13:24:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 13:25:23 - mmengine - INFO - Epoch(train) [9][ 2600/15807] lr: 1.9050e-04 eta: 1 day, 4:09:39 time: 0.5701 data_time: 0.0026 memory: 12269 loss: 0.1545 loss_ctc: 0.1545 2022/12/28 13:26:16 - mmengine - INFO - Epoch(train) [9][ 2700/15807] lr: 1.9039e-04 eta: 1 day, 4:08:42 time: 0.5207 data_time: 0.0015 memory: 12269 loss: 0.1804 loss_ctc: 0.1804 2022/12/28 13:27:08 - mmengine - INFO - Epoch(train) [9][ 2800/15807] lr: 1.9028e-04 eta: 1 day, 4:07:46 time: 0.5259 data_time: 0.0013 memory: 12269 loss: 0.1583 loss_ctc: 0.1583 2022/12/28 13:28:01 - mmengine - INFO - Epoch(train) [9][ 2900/15807] lr: 1.9016e-04 eta: 1 day, 4:06:49 time: 0.5143 data_time: 0.0014 memory: 12269 loss: 0.1382 loss_ctc: 0.1382 2022/12/28 13:28:55 - mmengine - INFO - Epoch(train) [9][ 3000/15807] lr: 1.9005e-04 eta: 1 day, 4:05:55 time: 0.5368 data_time: 0.0014 memory: 12269 loss: 0.1548 loss_ctc: 0.1548 2022/12/28 13:29:48 - mmengine - INFO - Epoch(train) [9][ 3100/15807] lr: 1.8994e-04 eta: 1 day, 4:04:59 time: 0.5346 data_time: 0.0021 memory: 12269 loss: 0.1458 loss_ctc: 0.1458 2022/12/28 13:30:41 - mmengine - INFO - Epoch(train) [9][ 3200/15807] lr: 1.8983e-04 eta: 1 day, 4:04:03 time: 0.5366 data_time: 0.0017 memory: 12269 loss: 0.1341 loss_ctc: 0.1341 2022/12/28 13:31:34 - mmengine - INFO - Epoch(train) [9][ 3300/15807] lr: 1.8972e-04 eta: 1 day, 4:03:07 time: 0.5236 data_time: 0.0015 memory: 12269 loss: 0.1634 loss_ctc: 0.1634 2022/12/28 13:32:28 - mmengine - INFO - Epoch(train) [9][ 3400/15807] lr: 1.8961e-04 eta: 1 day, 4:02:12 time: 0.5377 data_time: 0.0019 memory: 12269 loss: 0.1564 loss_ctc: 0.1564 2022/12/28 13:33:21 - mmengine - INFO - Epoch(train) [9][ 3500/15807] lr: 1.8949e-04 eta: 1 day, 4:01:17 time: 0.5427 data_time: 0.0016 memory: 12269 loss: 0.1585 loss_ctc: 0.1585 2022/12/28 13:33:44 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 13:34:14 - mmengine - INFO - Epoch(train) [9][ 3600/15807] lr: 1.8938e-04 eta: 1 day, 4:00:21 time: 0.5309 data_time: 0.0014 memory: 12269 loss: 0.1347 loss_ctc: 0.1347 2022/12/28 13:35:07 - mmengine - INFO - Epoch(train) [9][ 3700/15807] lr: 1.8927e-04 eta: 1 day, 3:59:25 time: 0.5432 data_time: 0.0014 memory: 12269 loss: 0.1310 loss_ctc: 0.1310 2022/12/28 13:35:59 - mmengine - INFO - Epoch(train) [9][ 3800/15807] lr: 1.8916e-04 eta: 1 day, 3:58:27 time: 0.5222 data_time: 0.0020 memory: 12269 loss: 0.1447 loss_ctc: 0.1447 2022/12/28 13:36:52 - mmengine - INFO - Epoch(train) [9][ 3900/15807] lr: 1.8904e-04 eta: 1 day, 3:57:32 time: 0.5106 data_time: 0.0014 memory: 12269 loss: 0.1761 loss_ctc: 0.1761 2022/12/28 13:37:45 - mmengine - INFO - Epoch(train) [9][ 4000/15807] lr: 1.8893e-04 eta: 1 day, 3:56:35 time: 0.5206 data_time: 0.0038 memory: 12269 loss: 0.1922 loss_ctc: 0.1922 2022/12/28 13:38:38 - mmengine - INFO - Epoch(train) [9][ 4100/15807] lr: 1.8882e-04 eta: 1 day, 3:55:40 time: 0.5630 data_time: 0.0016 memory: 12269 loss: 0.1474 loss_ctc: 0.1474 2022/12/28 13:39:30 - mmengine - INFO - Epoch(train) [9][ 4200/15807] lr: 1.8871e-04 eta: 1 day, 3:54:43 time: 0.5561 data_time: 0.0022 memory: 12269 loss: 0.1624 loss_ctc: 0.1624 2022/12/28 13:40:22 - mmengine - INFO - Epoch(train) [9][ 4300/15807] lr: 1.8860e-04 eta: 1 day, 3:53:46 time: 0.5286 data_time: 0.0052 memory: 12269 loss: 0.1604 loss_ctc: 0.1604 2022/12/28 13:41:16 - mmengine - INFO - Epoch(train) [9][ 4400/15807] lr: 1.8848e-04 eta: 1 day, 3:52:51 time: 0.5584 data_time: 0.0014 memory: 12269 loss: 0.1670 loss_ctc: 0.1670 2022/12/28 13:42:09 - mmengine - INFO - Epoch(train) [9][ 4500/15807] lr: 1.8837e-04 eta: 1 day, 3:51:56 time: 0.5878 data_time: 0.0016 memory: 12269 loss: 0.1634 loss_ctc: 0.1634 2022/12/28 13:42:32 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 13:43:02 - mmengine - INFO - Epoch(train) [9][ 4600/15807] lr: 1.8826e-04 eta: 1 day, 3:51:00 time: 0.5196 data_time: 0.0038 memory: 12269 loss: 0.1402 loss_ctc: 0.1402 2022/12/28 13:43:56 - mmengine - INFO - Epoch(train) [9][ 4700/15807] lr: 1.8814e-04 eta: 1 day, 3:50:05 time: 0.5687 data_time: 0.0016 memory: 12269 loss: 0.1372 loss_ctc: 0.1372 2022/12/28 13:44:49 - mmengine - INFO - Epoch(train) [9][ 4800/15807] lr: 1.8803e-04 eta: 1 day, 3:49:09 time: 0.4972 data_time: 0.0016 memory: 12269 loss: 0.1731 loss_ctc: 0.1731 2022/12/28 13:45:42 - mmengine - INFO - Epoch(train) [9][ 4900/15807] lr: 1.8792e-04 eta: 1 day, 3:48:13 time: 0.5354 data_time: 0.0017 memory: 12269 loss: 0.1455 loss_ctc: 0.1455 2022/12/28 13:46:36 - mmengine - INFO - Epoch(train) [9][ 5000/15807] lr: 1.8781e-04 eta: 1 day, 3:47:19 time: 0.5511 data_time: 0.0013 memory: 12269 loss: 0.1187 loss_ctc: 0.1187 2022/12/28 13:47:28 - mmengine - INFO - Epoch(train) [9][ 5100/15807] lr: 1.8769e-04 eta: 1 day, 3:46:22 time: 0.5553 data_time: 0.0016 memory: 12269 loss: 0.1479 loss_ctc: 0.1479 2022/12/28 13:48:21 - mmengine - INFO - Epoch(train) [9][ 5200/15807] lr: 1.8758e-04 eta: 1 day, 3:45:26 time: 0.5320 data_time: 0.0055 memory: 12269 loss: 0.1509 loss_ctc: 0.1509 2022/12/28 13:49:15 - mmengine - INFO - Epoch(train) [9][ 5300/15807] lr: 1.8747e-04 eta: 1 day, 3:44:31 time: 0.5183 data_time: 0.0024 memory: 12269 loss: 0.1360 loss_ctc: 0.1360 2022/12/28 13:50:08 - mmengine - INFO - Epoch(train) [9][ 5400/15807] lr: 1.8735e-04 eta: 1 day, 3:43:35 time: 0.5169 data_time: 0.0015 memory: 12269 loss: 0.1427 loss_ctc: 0.1427 2022/12/28 13:51:01 - mmengine - INFO - Epoch(train) [9][ 5500/15807] lr: 1.8724e-04 eta: 1 day, 3:42:40 time: 0.5515 data_time: 0.0014 memory: 12269 loss: 0.1591 loss_ctc: 0.1591 2022/12/28 13:51:25 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 13:51:55 - mmengine - INFO - Epoch(train) [9][ 5600/15807] lr: 1.8713e-04 eta: 1 day, 3:41:45 time: 0.5655 data_time: 0.0015 memory: 12269 loss: 0.1580 loss_ctc: 0.1580 2022/12/28 13:52:48 - mmengine - INFO - Epoch(train) [9][ 5700/15807] lr: 1.8701e-04 eta: 1 day, 3:40:50 time: 0.5441 data_time: 0.0019 memory: 12269 loss: 0.1662 loss_ctc: 0.1662 2022/12/28 13:53:42 - mmengine - INFO - Epoch(train) [9][ 5800/15807] lr: 1.8690e-04 eta: 1 day, 3:39:55 time: 0.5326 data_time: 0.0015 memory: 12269 loss: 0.1499 loss_ctc: 0.1499 2022/12/28 13:54:34 - mmengine - INFO - Epoch(train) [9][ 5900/15807] lr: 1.8679e-04 eta: 1 day, 3:38:58 time: 0.5175 data_time: 0.0016 memory: 12269 loss: 0.1473 loss_ctc: 0.1473 2022/12/28 13:55:28 - mmengine - INFO - Epoch(train) [9][ 6000/15807] lr: 1.8667e-04 eta: 1 day, 3:38:04 time: 0.5455 data_time: 0.0042 memory: 12269 loss: 0.1398 loss_ctc: 0.1398 2022/12/28 13:56:21 - mmengine - INFO - Epoch(train) [9][ 6100/15807] lr: 1.8656e-04 eta: 1 day, 3:37:07 time: 0.5114 data_time: 0.0025 memory: 12269 loss: 0.1311 loss_ctc: 0.1311 2022/12/28 13:57:14 - mmengine - INFO - Epoch(train) [9][ 6200/15807] lr: 1.8644e-04 eta: 1 day, 3:36:12 time: 0.5495 data_time: 0.0015 memory: 12269 loss: 0.1358 loss_ctc: 0.1358 2022/12/28 13:58:07 - mmengine - INFO - Epoch(train) [9][ 6300/15807] lr: 1.8633e-04 eta: 1 day, 3:35:16 time: 0.4974 data_time: 0.0041 memory: 12269 loss: 0.1409 loss_ctc: 0.1409 2022/12/28 13:59:00 - mmengine - INFO - Epoch(train) [9][ 6400/15807] lr: 1.8622e-04 eta: 1 day, 3:34:21 time: 0.5348 data_time: 0.0045 memory: 12269 loss: 0.1562 loss_ctc: 0.1562 2022/12/28 13:59:53 - mmengine - INFO - Epoch(train) [9][ 6500/15807] lr: 1.8610e-04 eta: 1 day, 3:33:24 time: 0.4918 data_time: 0.0019 memory: 12269 loss: 0.1621 loss_ctc: 0.1621 2022/12/28 14:00:16 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 14:00:47 - mmengine - INFO - Epoch(train) [9][ 6600/15807] lr: 1.8599e-04 eta: 1 day, 3:32:30 time: 0.5525 data_time: 0.0034 memory: 12269 loss: 0.1514 loss_ctc: 0.1514 2022/12/28 14:01:41 - mmengine - INFO - Epoch(train) [9][ 6700/15807] lr: 1.8587e-04 eta: 1 day, 3:31:35 time: 0.5352 data_time: 0.0021 memory: 12269 loss: 0.1398 loss_ctc: 0.1398 2022/12/28 14:02:34 - mmengine - INFO - Epoch(train) [9][ 6800/15807] lr: 1.8576e-04 eta: 1 day, 3:30:40 time: 0.5245 data_time: 0.0020 memory: 12269 loss: 0.1582 loss_ctc: 0.1582 2022/12/28 14:03:28 - mmengine - INFO - Epoch(train) [9][ 6900/15807] lr: 1.8565e-04 eta: 1 day, 3:29:45 time: 0.5222 data_time: 0.0058 memory: 12269 loss: 0.1118 loss_ctc: 0.1118 2022/12/28 14:04:21 - mmengine - INFO - Epoch(train) [9][ 7000/15807] lr: 1.8553e-04 eta: 1 day, 3:28:50 time: 0.5608 data_time: 0.0017 memory: 12269 loss: 0.1787 loss_ctc: 0.1787 2022/12/28 14:05:14 - mmengine - INFO - Epoch(train) [9][ 7100/15807] lr: 1.8542e-04 eta: 1 day, 3:27:54 time: 0.5358 data_time: 0.0025 memory: 12269 loss: 0.1599 loss_ctc: 0.1599 2022/12/28 14:06:06 - mmengine - INFO - Epoch(train) [9][ 7200/15807] lr: 1.8530e-04 eta: 1 day, 3:26:57 time: 0.5344 data_time: 0.0017 memory: 12269 loss: 0.1534 loss_ctc: 0.1534 2022/12/28 14:06:59 - mmengine - INFO - Epoch(train) [9][ 7300/15807] lr: 1.8519e-04 eta: 1 day, 3:26:02 time: 0.5202 data_time: 0.0016 memory: 12269 loss: 0.1220 loss_ctc: 0.1220 2022/12/28 14:07:52 - mmengine - INFO - Epoch(train) [9][ 7400/15807] lr: 1.8507e-04 eta: 1 day, 3:25:06 time: 0.5285 data_time: 0.0015 memory: 12269 loss: 0.1347 loss_ctc: 0.1347 2022/12/28 14:08:46 - mmengine - INFO - Epoch(train) [9][ 7500/15807] lr: 1.8496e-04 eta: 1 day, 3:24:10 time: 0.5527 data_time: 0.0051 memory: 12269 loss: 0.1602 loss_ctc: 0.1602 2022/12/28 14:09:08 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 14:09:37 - mmengine - INFO - Epoch(train) [9][ 7600/15807] lr: 1.8484e-04 eta: 1 day, 3:23:13 time: 0.5069 data_time: 0.0051 memory: 12269 loss: 0.1448 loss_ctc: 0.1448 2022/12/28 14:10:31 - mmengine - INFO - Epoch(train) [9][ 7700/15807] lr: 1.8473e-04 eta: 1 day, 3:22:18 time: 0.5308 data_time: 0.0015 memory: 12269 loss: 0.1596 loss_ctc: 0.1596 2022/12/28 14:11:25 - mmengine - INFO - Epoch(train) [9][ 7800/15807] lr: 1.8461e-04 eta: 1 day, 3:21:23 time: 0.5463 data_time: 0.0014 memory: 12269 loss: 0.1341 loss_ctc: 0.1341 2022/12/28 14:12:18 - mmengine - INFO - Epoch(train) [9][ 7900/15807] lr: 1.8450e-04 eta: 1 day, 3:20:27 time: 0.5405 data_time: 0.0023 memory: 12269 loss: 0.1654 loss_ctc: 0.1654 2022/12/28 14:13:11 - mmengine - INFO - Epoch(train) [9][ 8000/15807] lr: 1.8438e-04 eta: 1 day, 3:19:32 time: 0.5228 data_time: 0.0019 memory: 12269 loss: 0.1743 loss_ctc: 0.1743 2022/12/28 14:14:04 - mmengine - INFO - Epoch(train) [9][ 8100/15807] lr: 1.8427e-04 eta: 1 day, 3:18:37 time: 0.5273 data_time: 0.0019 memory: 12269 loss: 0.1390 loss_ctc: 0.1390 2022/12/28 14:14:56 - mmengine - INFO - Epoch(train) [9][ 8200/15807] lr: 1.8415e-04 eta: 1 day, 3:17:40 time: 0.5352 data_time: 0.0016 memory: 12269 loss: 0.1415 loss_ctc: 0.1415 2022/12/28 14:15:50 - mmengine - INFO - Epoch(train) [9][ 8300/15807] lr: 1.8404e-04 eta: 1 day, 3:16:45 time: 0.5439 data_time: 0.0016 memory: 12269 loss: 0.1587 loss_ctc: 0.1587 2022/12/28 14:16:43 - mmengine - INFO - Epoch(train) [9][ 8400/15807] lr: 1.8392e-04 eta: 1 day, 3:15:50 time: 0.5345 data_time: 0.0021 memory: 12269 loss: 0.1561 loss_ctc: 0.1561 2022/12/28 14:17:36 - mmengine - INFO - Epoch(train) [9][ 8500/15807] lr: 1.8381e-04 eta: 1 day, 3:14:54 time: 0.5236 data_time: 0.0040 memory: 12269 loss: 0.1615 loss_ctc: 0.1615 2022/12/28 14:18:00 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 14:18:30 - mmengine - INFO - Epoch(train) [9][ 8600/15807] lr: 1.8369e-04 eta: 1 day, 3:13:59 time: 0.5222 data_time: 0.0030 memory: 12269 loss: 0.1570 loss_ctc: 0.1570 2022/12/28 14:19:22 - mmengine - INFO - Epoch(train) [9][ 8700/15807] lr: 1.8358e-04 eta: 1 day, 3:13:02 time: 0.5341 data_time: 0.0015 memory: 12269 loss: 0.1791 loss_ctc: 0.1791 2022/12/28 14:20:15 - mmengine - INFO - Epoch(train) [9][ 8800/15807] lr: 1.8346e-04 eta: 1 day, 3:12:07 time: 0.5518 data_time: 0.0014 memory: 12269 loss: 0.1609 loss_ctc: 0.1609 2022/12/28 14:21:09 - mmengine - INFO - Epoch(train) [9][ 8900/15807] lr: 1.8335e-04 eta: 1 day, 3:11:12 time: 0.4992 data_time: 0.0024 memory: 12269 loss: 0.1330 loss_ctc: 0.1330 2022/12/28 14:22:02 - mmengine - INFO - Epoch(train) [9][ 9000/15807] lr: 1.8323e-04 eta: 1 day, 3:10:17 time: 0.5431 data_time: 0.0014 memory: 12269 loss: 0.1370 loss_ctc: 0.1370 2022/12/28 14:22:55 - mmengine - INFO - Epoch(train) [9][ 9100/15807] lr: 1.8311e-04 eta: 1 day, 3:09:21 time: 0.5180 data_time: 0.0017 memory: 12269 loss: 0.1338 loss_ctc: 0.1338 2022/12/28 14:23:49 - mmengine - INFO - Epoch(train) [9][ 9200/15807] lr: 1.8300e-04 eta: 1 day, 3:08:27 time: 0.5820 data_time: 0.0016 memory: 12269 loss: 0.1313 loss_ctc: 0.1313 2022/12/28 14:24:42 - mmengine - INFO - Epoch(train) [9][ 9300/15807] lr: 1.8288e-04 eta: 1 day, 3:07:31 time: 0.5343 data_time: 0.0050 memory: 12269 loss: 0.1398 loss_ctc: 0.1398 2022/12/28 14:25:34 - mmengine - INFO - Epoch(train) [9][ 9400/15807] lr: 1.8277e-04 eta: 1 day, 3:06:34 time: 0.5351 data_time: 0.0016 memory: 12269 loss: 0.1748 loss_ctc: 0.1748 2022/12/28 14:26:28 - mmengine - INFO - Epoch(train) [9][ 9500/15807] lr: 1.8265e-04 eta: 1 day, 3:05:40 time: 0.5118 data_time: 0.0019 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/28 14:26:52 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 14:27:21 - mmengine - INFO - Epoch(train) [9][ 9600/15807] lr: 1.8253e-04 eta: 1 day, 3:04:44 time: 0.5216 data_time: 0.0019 memory: 12269 loss: 0.1364 loss_ctc: 0.1364 2022/12/28 14:28:15 - mmengine - INFO - Epoch(train) [9][ 9700/15807] lr: 1.8242e-04 eta: 1 day, 3:03:49 time: 0.5271 data_time: 0.0056 memory: 12269 loss: 0.1329 loss_ctc: 0.1329 2022/12/28 14:29:08 - mmengine - INFO - Epoch(train) [9][ 9800/15807] lr: 1.8230e-04 eta: 1 day, 3:02:53 time: 0.5227 data_time: 0.0017 memory: 12269 loss: 0.1795 loss_ctc: 0.1795 2022/12/28 14:30:01 - mmengine - INFO - Epoch(train) [9][ 9900/15807] lr: 1.8219e-04 eta: 1 day, 3:01:58 time: 0.5333 data_time: 0.0036 memory: 12269 loss: 0.1661 loss_ctc: 0.1661 2022/12/28 14:30:53 - mmengine - INFO - Epoch(train) [9][10000/15807] lr: 1.8207e-04 eta: 1 day, 3:01:02 time: 0.5304 data_time: 0.0025 memory: 12269 loss: 0.1217 loss_ctc: 0.1217 2022/12/28 14:31:47 - mmengine - INFO - Epoch(train) [9][10100/15807] lr: 1.8195e-04 eta: 1 day, 3:00:06 time: 0.5237 data_time: 0.0015 memory: 12269 loss: 0.1653 loss_ctc: 0.1653 2022/12/28 14:32:39 - mmengine - INFO - Epoch(train) [9][10200/15807] lr: 1.8184e-04 eta: 1 day, 2:59:10 time: 0.5061 data_time: 0.0015 memory: 12269 loss: 0.1385 loss_ctc: 0.1385 2022/12/28 14:33:32 - mmengine - INFO - Epoch(train) [9][10300/15807] lr: 1.8172e-04 eta: 1 day, 2:58:14 time: 0.5620 data_time: 0.0015 memory: 12269 loss: 0.1409 loss_ctc: 0.1409 2022/12/28 14:34:26 - mmengine - INFO - Epoch(train) [9][10400/15807] lr: 1.8160e-04 eta: 1 day, 2:57:20 time: 0.4903 data_time: 0.0015 memory: 12269 loss: 0.1289 loss_ctc: 0.1289 2022/12/28 14:35:19 - mmengine - INFO - Epoch(train) [9][10500/15807] lr: 1.8149e-04 eta: 1 day, 2:56:24 time: 0.5199 data_time: 0.0015 memory: 12269 loss: 0.1563 loss_ctc: 0.1563 2022/12/28 14:35:42 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 14:36:12 - mmengine - INFO - Epoch(train) [9][10600/15807] lr: 1.8137e-04 eta: 1 day, 2:55:28 time: 0.5392 data_time: 0.0020 memory: 12269 loss: 0.1245 loss_ctc: 0.1245 2022/12/28 14:37:05 - mmengine - INFO - Epoch(train) [9][10700/15807] lr: 1.8125e-04 eta: 1 day, 2:54:33 time: 0.5164 data_time: 0.0018 memory: 12269 loss: 0.1718 loss_ctc: 0.1718 2022/12/28 14:37:59 - mmengine - INFO - Epoch(train) [9][10800/15807] lr: 1.8114e-04 eta: 1 day, 2:53:38 time: 0.5142 data_time: 0.0015 memory: 12269 loss: 0.1546 loss_ctc: 0.1546 2022/12/28 14:38:51 - mmengine - INFO - Epoch(train) [9][10900/15807] lr: 1.8102e-04 eta: 1 day, 2:52:42 time: 0.5466 data_time: 0.0016 memory: 12269 loss: 0.1258 loss_ctc: 0.1258 2022/12/28 14:39:44 - mmengine - INFO - Epoch(train) [9][11000/15807] lr: 1.8090e-04 eta: 1 day, 2:51:47 time: 0.5491 data_time: 0.0020 memory: 12269 loss: 0.1443 loss_ctc: 0.1443 2022/12/28 14:40:37 - mmengine - INFO - Epoch(train) [9][11100/15807] lr: 1.8079e-04 eta: 1 day, 2:50:51 time: 0.5298 data_time: 0.0016 memory: 12269 loss: 0.1658 loss_ctc: 0.1658 2022/12/28 14:41:31 - mmengine - INFO - Epoch(train) [9][11200/15807] lr: 1.8067e-04 eta: 1 day, 2:49:56 time: 0.5359 data_time: 0.0016 memory: 12269 loss: 0.1503 loss_ctc: 0.1503 2022/12/28 14:42:24 - mmengine - INFO - Epoch(train) [9][11300/15807] lr: 1.8055e-04 eta: 1 day, 2:49:01 time: 0.5733 data_time: 0.0058 memory: 12269 loss: 0.1577 loss_ctc: 0.1577 2022/12/28 14:43:17 - mmengine - INFO - Epoch(train) [9][11400/15807] lr: 1.8043e-04 eta: 1 day, 2:48:06 time: 0.5267 data_time: 0.0065 memory: 12269 loss: 0.1399 loss_ctc: 0.1399 2022/12/28 14:44:11 - mmengine - INFO - Epoch(train) [9][11500/15807] lr: 1.8032e-04 eta: 1 day, 2:47:11 time: 0.5333 data_time: 0.0019 memory: 12269 loss: 0.1673 loss_ctc: 0.1673 2022/12/28 14:44:34 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 14:45:05 - mmengine - INFO - Epoch(train) [9][11600/15807] lr: 1.8020e-04 eta: 1 day, 2:46:16 time: 0.5356 data_time: 0.0014 memory: 12269 loss: 0.1427 loss_ctc: 0.1427 2022/12/28 14:45:58 - mmengine - INFO - Epoch(train) [9][11700/15807] lr: 1.8008e-04 eta: 1 day, 2:45:21 time: 0.5418 data_time: 0.0016 memory: 12269 loss: 0.1770 loss_ctc: 0.1770 2022/12/28 14:46:51 - mmengine - INFO - Epoch(train) [9][11800/15807] lr: 1.7997e-04 eta: 1 day, 2:44:26 time: 0.5515 data_time: 0.0016 memory: 12269 loss: 0.1652 loss_ctc: 0.1652 2022/12/28 14:47:44 - mmengine - INFO - Epoch(train) [9][11900/15807] lr: 1.7985e-04 eta: 1 day, 2:43:30 time: 0.5037 data_time: 0.0018 memory: 12269 loss: 0.1562 loss_ctc: 0.1562 2022/12/28 14:48:38 - mmengine - INFO - Epoch(train) [9][12000/15807] lr: 1.7973e-04 eta: 1 day, 2:42:36 time: 0.5720 data_time: 0.0033 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/28 14:49:31 - mmengine - INFO - Epoch(train) [9][12100/15807] lr: 1.7961e-04 eta: 1 day, 2:41:40 time: 0.4932 data_time: 0.0044 memory: 12269 loss: 0.1280 loss_ctc: 0.1280 2022/12/28 14:50:25 - mmengine - INFO - Epoch(train) [9][12200/15807] lr: 1.7950e-04 eta: 1 day, 2:40:45 time: 0.5117 data_time: 0.0015 memory: 12269 loss: 0.1782 loss_ctc: 0.1782 2022/12/28 14:51:17 - mmengine - INFO - Epoch(train) [9][12300/15807] lr: 1.7938e-04 eta: 1 day, 2:39:49 time: 0.5410 data_time: 0.0016 memory: 12269 loss: 0.1251 loss_ctc: 0.1251 2022/12/28 14:52:10 - mmengine - INFO - Epoch(train) [9][12400/15807] lr: 1.7926e-04 eta: 1 day, 2:38:53 time: 0.5251 data_time: 0.0015 memory: 12269 loss: 0.1606 loss_ctc: 0.1606 2022/12/28 14:53:04 - mmengine - INFO - Epoch(train) [9][12500/15807] lr: 1.7914e-04 eta: 1 day, 2:37:59 time: 0.5744 data_time: 0.0045 memory: 12269 loss: 0.1472 loss_ctc: 0.1472 2022/12/28 14:53:27 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 14:53:57 - mmengine - INFO - Epoch(train) [9][12600/15807] lr: 1.7902e-04 eta: 1 day, 2:37:03 time: 0.5095 data_time: 0.0016 memory: 12269 loss: 0.1613 loss_ctc: 0.1613 2022/12/28 14:54:50 - mmengine - INFO - Epoch(train) [9][12700/15807] lr: 1.7891e-04 eta: 1 day, 2:36:08 time: 0.5657 data_time: 0.0015 memory: 12269 loss: 0.1655 loss_ctc: 0.1655 2022/12/28 14:55:43 - mmengine - INFO - Epoch(train) [9][12800/15807] lr: 1.7879e-04 eta: 1 day, 2:35:12 time: 0.5166 data_time: 0.0019 memory: 12269 loss: 0.1471 loss_ctc: 0.1471 2022/12/28 14:56:36 - mmengine - INFO - Epoch(train) [9][12900/15807] lr: 1.7867e-04 eta: 1 day, 2:34:17 time: 0.5121 data_time: 0.0019 memory: 12269 loss: 0.1352 loss_ctc: 0.1352 2022/12/28 14:57:30 - mmengine - INFO - Epoch(train) [9][13000/15807] lr: 1.7855e-04 eta: 1 day, 2:33:22 time: 0.5637 data_time: 0.0017 memory: 12269 loss: 0.1634 loss_ctc: 0.1634 2022/12/28 14:58:22 - mmengine - INFO - Epoch(train) [9][13100/15807] lr: 1.7843e-04 eta: 1 day, 2:32:26 time: 0.5163 data_time: 0.0015 memory: 12269 loss: 0.1445 loss_ctc: 0.1445 2022/12/28 14:59:15 - mmengine - INFO - Epoch(train) [9][13200/15807] lr: 1.7832e-04 eta: 1 day, 2:31:30 time: 0.5695 data_time: 0.0014 memory: 12269 loss: 0.1256 loss_ctc: 0.1256 2022/12/28 15:00:08 - mmengine - INFO - Epoch(train) [9][13300/15807] lr: 1.7820e-04 eta: 1 day, 2:30:34 time: 0.5426 data_time: 0.0020 memory: 12269 loss: 0.1559 loss_ctc: 0.1559 2022/12/28 15:01:02 - mmengine - INFO - Epoch(train) [9][13400/15807] lr: 1.7808e-04 eta: 1 day, 2:29:40 time: 0.5332 data_time: 0.0014 memory: 12269 loss: 0.1502 loss_ctc: 0.1502 2022/12/28 15:01:56 - mmengine - INFO - Epoch(train) [9][13500/15807] lr: 1.7796e-04 eta: 1 day, 2:28:45 time: 0.5377 data_time: 0.0021 memory: 12269 loss: 0.1439 loss_ctc: 0.1439 2022/12/28 15:02:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:02:48 - mmengine - INFO - Epoch(train) [9][13600/15807] lr: 1.7784e-04 eta: 1 day, 2:27:50 time: 0.5312 data_time: 0.0016 memory: 12269 loss: 0.1649 loss_ctc: 0.1649 2022/12/28 15:03:41 - mmengine - INFO - Epoch(train) [9][13700/15807] lr: 1.7772e-04 eta: 1 day, 2:26:53 time: 0.5291 data_time: 0.0016 memory: 12269 loss: 0.1473 loss_ctc: 0.1473 2022/12/28 15:04:34 - mmengine - INFO - Epoch(train) [9][13800/15807] lr: 1.7761e-04 eta: 1 day, 2:25:58 time: 0.4803 data_time: 0.0020 memory: 12269 loss: 0.1549 loss_ctc: 0.1549 2022/12/28 15:05:26 - mmengine - INFO - Epoch(train) [9][13900/15807] lr: 1.7749e-04 eta: 1 day, 2:25:02 time: 0.5014 data_time: 0.0045 memory: 12269 loss: 0.1170 loss_ctc: 0.1170 2022/12/28 15:06:19 - mmengine - INFO - Epoch(train) [9][14000/15807] lr: 1.7737e-04 eta: 1 day, 2:24:06 time: 0.5026 data_time: 0.0038 memory: 12269 loss: 0.1267 loss_ctc: 0.1267 2022/12/28 15:07:12 - mmengine - INFO - Epoch(train) [9][14100/15807] lr: 1.7725e-04 eta: 1 day, 2:23:11 time: 0.5504 data_time: 0.0015 memory: 12269 loss: 0.1327 loss_ctc: 0.1327 2022/12/28 15:08:05 - mmengine - INFO - Epoch(train) [9][14200/15807] lr: 1.7713e-04 eta: 1 day, 2:22:15 time: 0.5440 data_time: 0.0014 memory: 12269 loss: 0.1371 loss_ctc: 0.1371 2022/12/28 15:08:59 - mmengine - INFO - Epoch(train) [9][14300/15807] lr: 1.7701e-04 eta: 1 day, 2:21:20 time: 0.5628 data_time: 0.0020 memory: 12269 loss: 0.1218 loss_ctc: 0.1218 2022/12/28 15:09:53 - mmengine - INFO - Epoch(train) [9][14400/15807] lr: 1.7689e-04 eta: 1 day, 2:20:26 time: 0.5280 data_time: 0.0019 memory: 12269 loss: 0.1352 loss_ctc: 0.1352 2022/12/28 15:10:46 - mmengine - INFO - Epoch(train) [9][14500/15807] lr: 1.7677e-04 eta: 1 day, 2:19:31 time: 0.5072 data_time: 0.0014 memory: 12269 loss: 0.1701 loss_ctc: 0.1701 2022/12/28 15:11:10 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:11:40 - mmengine - INFO - Epoch(train) [9][14600/15807] lr: 1.7665e-04 eta: 1 day, 2:18:36 time: 0.5595 data_time: 0.0021 memory: 12269 loss: 0.1444 loss_ctc: 0.1444 2022/12/28 15:12:33 - mmengine - INFO - Epoch(train) [9][14700/15807] lr: 1.7654e-04 eta: 1 day, 2:17:41 time: 0.5096 data_time: 0.0034 memory: 12269 loss: 0.1407 loss_ctc: 0.1407 2022/12/28 15:13:26 - mmengine - INFO - Epoch(train) [9][14800/15807] lr: 1.7642e-04 eta: 1 day, 2:16:45 time: 0.5584 data_time: 0.0032 memory: 12269 loss: 0.1270 loss_ctc: 0.1270 2022/12/28 15:14:19 - mmengine - INFO - Epoch(train) [9][14900/15807] lr: 1.7630e-04 eta: 1 day, 2:15:50 time: 0.5046 data_time: 0.0016 memory: 12269 loss: 0.1555 loss_ctc: 0.1555 2022/12/28 15:15:12 - mmengine - INFO - Epoch(train) [9][15000/15807] lr: 1.7618e-04 eta: 1 day, 2:14:55 time: 0.5189 data_time: 0.0055 memory: 12269 loss: 0.1184 loss_ctc: 0.1184 2022/12/28 15:16:05 - mmengine - INFO - Epoch(train) [9][15100/15807] lr: 1.7606e-04 eta: 1 day, 2:13:59 time: 0.5375 data_time: 0.0014 memory: 12269 loss: 0.1664 loss_ctc: 0.1664 2022/12/28 15:16:58 - mmengine - INFO - Epoch(train) [9][15200/15807] lr: 1.7594e-04 eta: 1 day, 2:13:04 time: 0.5208 data_time: 0.0016 memory: 12269 loss: 0.1478 loss_ctc: 0.1478 2022/12/28 15:17:52 - mmengine - INFO - Epoch(train) [9][15300/15807] lr: 1.7582e-04 eta: 1 day, 2:12:09 time: 0.4949 data_time: 0.0017 memory: 12269 loss: 0.1287 loss_ctc: 0.1287 2022/12/28 15:18:45 - mmengine - INFO - Epoch(train) [9][15400/15807] lr: 1.7570e-04 eta: 1 day, 2:11:14 time: 0.5360 data_time: 0.0015 memory: 12269 loss: 0.1650 loss_ctc: 0.1650 2022/12/28 15:19:38 - mmengine - INFO - Epoch(train) [9][15500/15807] lr: 1.7558e-04 eta: 1 day, 2:10:18 time: 0.5326 data_time: 0.0020 memory: 12269 loss: 0.1363 loss_ctc: 0.1363 2022/12/28 15:20:01 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:20:31 - mmengine - INFO - Epoch(train) [9][15600/15807] lr: 1.7546e-04 eta: 1 day, 2:09:23 time: 0.5136 data_time: 0.0029 memory: 12269 loss: 0.1547 loss_ctc: 0.1547 2022/12/28 15:21:25 - mmengine - INFO - Epoch(train) [9][15700/15807] lr: 1.7534e-04 eta: 1 day, 2:08:28 time: 0.5127 data_time: 0.0013 memory: 12269 loss: 0.1427 loss_ctc: 0.1427 2022/12/28 15:22:16 - mmengine - INFO - Epoch(train) [9][15800/15807] lr: 1.7522e-04 eta: 1 day, 2:07:31 time: 0.4622 data_time: 0.0014 memory: 12269 loss: 0.1348 loss_ctc: 0.1348 2022/12/28 15:22:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:22:19 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/12/28 15:22:26 - mmengine - INFO - Epoch(val) [9][8/8] CUTE80/recog/word_acc: 0.1667 CUTE80/recog/word_acc_ignore_case: 0.8750 CUTE80/recog/word_acc_ignore_case_symbol: 0.8750 IIIT5K/recog/word_acc: 0.0647 IIIT5K/recog/word_acc_ignore_case: 0.8477 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8477 SVT/recog/word_acc: 0.8856 SVT/recog/word_acc_ignore_case: 0.8856 SVT/recog/word_acc_ignore_case_symbol: 0.8856 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8279 SVTP/recog/word_acc_ignore_case_symbol: 0.8279 IC13/recog/word_acc: 0.2828 IC13/recog/word_acc_ignore_case: 0.9202 IC13/recog/word_acc_ignore_case_symbol: 0.9202 IC15/recog/word_acc: 0.1127 IC15/recog/word_acc_ignore_case: 0.7121 IC15/recog/word_acc_ignore_case_symbol: 0.7203 CUTE80/recog/char_recall: 0.9467 CUTE80/recog/char_precision: 0.9527 IIIT5K/recog/char_recall: 0.9862 IIIT5K/recog/char_precision: 0.9094 SVT/recog/char_recall: 0.9760 SVT/recog/char_precision: 0.9621 SVTP/recog/char_recall: 0.9298 SVTP/recog/char_precision: 0.9480 IC13/recog/char_recall: 0.9861 IC13/recog/char_precision: 0.9706 IC15/recog/char_recall: 0.9201 IC15/recog/char_precision: 0.8907 2022/12/28 15:23:25 - mmengine - INFO - Epoch(train) [10][ 100/15807] lr: 1.7509e-04 eta: 1 day, 2:06:37 time: 0.5227 data_time: 0.0017 memory: 12269 loss: 0.1166 loss_ctc: 0.1166 2022/12/28 15:24:18 - mmengine - INFO - Epoch(train) [10][ 200/15807] lr: 1.7497e-04 eta: 1 day, 2:05:43 time: 0.5625 data_time: 0.0040 memory: 12269 loss: 0.1409 loss_ctc: 0.1409 2022/12/28 15:25:11 - mmengine - INFO - Epoch(train) [10][ 300/15807] lr: 1.7485e-04 eta: 1 day, 2:04:47 time: 0.5167 data_time: 0.0036 memory: 12269 loss: 0.1432 loss_ctc: 0.1432 2022/12/28 15:26:04 - mmengine - INFO - Epoch(train) [10][ 400/15807] lr: 1.7473e-04 eta: 1 day, 2:03:51 time: 0.5105 data_time: 0.0043 memory: 12269 loss: 0.1443 loss_ctc: 0.1443 2022/12/28 15:26:58 - mmengine - INFO - Epoch(train) [10][ 500/15807] lr: 1.7461e-04 eta: 1 day, 2:02:57 time: 0.5344 data_time: 0.0028 memory: 12269 loss: 0.1261 loss_ctc: 0.1261 2022/12/28 15:27:50 - mmengine - INFO - Epoch(train) [10][ 600/15807] lr: 1.7449e-04 eta: 1 day, 2:02:00 time: 0.4896 data_time: 0.0018 memory: 12269 loss: 0.1419 loss_ctc: 0.1419 2022/12/28 15:28:42 - mmengine - INFO - Epoch(train) [10][ 700/15807] lr: 1.7437e-04 eta: 1 day, 2:01:04 time: 0.5314 data_time: 0.0015 memory: 12269 loss: 0.1588 loss_ctc: 0.1588 2022/12/28 15:29:02 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:29:34 - mmengine - INFO - Epoch(train) [10][ 800/15807] lr: 1.7425e-04 eta: 1 day, 2:00:07 time: 0.5063 data_time: 0.0040 memory: 12269 loss: 0.1382 loss_ctc: 0.1382 2022/12/28 15:30:27 - mmengine - INFO - Epoch(train) [10][ 900/15807] lr: 1.7413e-04 eta: 1 day, 1:59:11 time: 0.5543 data_time: 0.0014 memory: 12269 loss: 0.1375 loss_ctc: 0.1375 2022/12/28 15:31:20 - mmengine - INFO - Epoch(train) [10][ 1000/15807] lr: 1.7401e-04 eta: 1 day, 1:58:17 time: 0.5533 data_time: 0.0021 memory: 12269 loss: 0.1481 loss_ctc: 0.1481 2022/12/28 15:32:13 - mmengine - INFO - Epoch(train) [10][ 1100/15807] lr: 1.7389e-04 eta: 1 day, 1:57:21 time: 0.5152 data_time: 0.0054 memory: 12269 loss: 0.1446 loss_ctc: 0.1446 2022/12/28 15:33:05 - mmengine - INFO - Epoch(train) [10][ 1200/15807] lr: 1.7377e-04 eta: 1 day, 1:56:25 time: 0.5617 data_time: 0.0017 memory: 12269 loss: 0.1625 loss_ctc: 0.1625 2022/12/28 15:33:59 - mmengine - INFO - Epoch(train) [10][ 1300/15807] lr: 1.7365e-04 eta: 1 day, 1:55:30 time: 0.5115 data_time: 0.0021 memory: 12269 loss: 0.1467 loss_ctc: 0.1467 2022/12/28 15:34:52 - mmengine - INFO - Epoch(train) [10][ 1400/15807] lr: 1.7353e-04 eta: 1 day, 1:54:34 time: 0.5242 data_time: 0.0018 memory: 12269 loss: 0.1347 loss_ctc: 0.1347 2022/12/28 15:35:46 - mmengine - INFO - Epoch(train) [10][ 1500/15807] lr: 1.7341e-04 eta: 1 day, 1:53:40 time: 0.5223 data_time: 0.0033 memory: 12269 loss: 0.1571 loss_ctc: 0.1571 2022/12/28 15:36:39 - mmengine - INFO - Epoch(train) [10][ 1600/15807] lr: 1.7329e-04 eta: 1 day, 1:52:45 time: 0.5203 data_time: 0.0016 memory: 12269 loss: 0.1335 loss_ctc: 0.1335 2022/12/28 15:37:31 - mmengine - INFO - Epoch(train) [10][ 1700/15807] lr: 1.7317e-04 eta: 1 day, 1:51:49 time: 0.5186 data_time: 0.0015 memory: 12269 loss: 0.1756 loss_ctc: 0.1756 2022/12/28 15:37:51 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:38:24 - mmengine - INFO - Epoch(train) [10][ 1800/15807] lr: 1.7305e-04 eta: 1 day, 1:50:54 time: 0.5556 data_time: 0.0017 memory: 12269 loss: 0.1281 loss_ctc: 0.1281 2022/12/28 15:39:17 - mmengine - INFO - Epoch(train) [10][ 1900/15807] lr: 1.7293e-04 eta: 1 day, 1:49:57 time: 0.5170 data_time: 0.0039 memory: 12269 loss: 0.1510 loss_ctc: 0.1510 2022/12/28 15:40:09 - mmengine - INFO - Epoch(train) [10][ 2000/15807] lr: 1.7281e-04 eta: 1 day, 1:49:01 time: 0.5374 data_time: 0.0016 memory: 12269 loss: 0.1488 loss_ctc: 0.1488 2022/12/28 15:41:02 - mmengine - INFO - Epoch(train) [10][ 2100/15807] lr: 1.7269e-04 eta: 1 day, 1:48:06 time: 0.5425 data_time: 0.0030 memory: 12269 loss: 0.1276 loss_ctc: 0.1276 2022/12/28 15:41:55 - mmengine - INFO - Epoch(train) [10][ 2200/15807] lr: 1.7257e-04 eta: 1 day, 1:47:10 time: 0.5080 data_time: 0.0015 memory: 12269 loss: 0.1447 loss_ctc: 0.1447 2022/12/28 15:42:48 - mmengine - INFO - Epoch(train) [10][ 2300/15807] lr: 1.7244e-04 eta: 1 day, 1:46:15 time: 0.5355 data_time: 0.0014 memory: 12269 loss: 0.1440 loss_ctc: 0.1440 2022/12/28 15:43:40 - mmengine - INFO - Epoch(train) [10][ 2400/15807] lr: 1.7232e-04 eta: 1 day, 1:45:18 time: 0.5011 data_time: 0.0017 memory: 12269 loss: 0.1477 loss_ctc: 0.1477 2022/12/28 15:44:33 - mmengine - INFO - Epoch(train) [10][ 2500/15807] lr: 1.7220e-04 eta: 1 day, 1:44:23 time: 0.5438 data_time: 0.0018 memory: 12269 loss: 0.1431 loss_ctc: 0.1431 2022/12/28 15:45:26 - mmengine - INFO - Epoch(train) [10][ 2600/15807] lr: 1.7208e-04 eta: 1 day, 1:43:28 time: 0.5353 data_time: 0.0025 memory: 12269 loss: 0.1571 loss_ctc: 0.1571 2022/12/28 15:46:20 - mmengine - INFO - Epoch(train) [10][ 2700/15807] lr: 1.7196e-04 eta: 1 day, 1:42:33 time: 0.5308 data_time: 0.0041 memory: 12269 loss: 0.1262 loss_ctc: 0.1262 2022/12/28 15:46:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:47:13 - mmengine - INFO - Epoch(train) [10][ 2800/15807] lr: 1.7184e-04 eta: 1 day, 1:41:38 time: 0.5119 data_time: 0.0032 memory: 12269 loss: 0.1291 loss_ctc: 0.1291 2022/12/28 15:48:07 - mmengine - INFO - Epoch(train) [10][ 2900/15807] lr: 1.7172e-04 eta: 1 day, 1:40:44 time: 0.5743 data_time: 0.0014 memory: 12269 loss: 0.1526 loss_ctc: 0.1526 2022/12/28 15:49:00 - mmengine - INFO - Epoch(train) [10][ 3000/15807] lr: 1.7160e-04 eta: 1 day, 1:39:49 time: 0.5370 data_time: 0.0016 memory: 12269 loss: 0.1160 loss_ctc: 0.1160 2022/12/28 15:49:53 - mmengine - INFO - Epoch(train) [10][ 3100/15807] lr: 1.7148e-04 eta: 1 day, 1:38:54 time: 0.5382 data_time: 0.0019 memory: 12269 loss: 0.1375 loss_ctc: 0.1375 2022/12/28 15:50:46 - mmengine - INFO - Epoch(train) [10][ 3200/15807] lr: 1.7135e-04 eta: 1 day, 1:37:58 time: 0.5400 data_time: 0.0032 memory: 12269 loss: 0.1483 loss_ctc: 0.1483 2022/12/28 15:51:40 - mmengine - INFO - Epoch(train) [10][ 3300/15807] lr: 1.7123e-04 eta: 1 day, 1:37:04 time: 0.5161 data_time: 0.0022 memory: 12269 loss: 0.1339 loss_ctc: 0.1339 2022/12/28 15:52:34 - mmengine - INFO - Epoch(train) [10][ 3400/15807] lr: 1.7111e-04 eta: 1 day, 1:36:10 time: 0.5249 data_time: 0.0014 memory: 12269 loss: 0.1415 loss_ctc: 0.1415 2022/12/28 15:53:28 - mmengine - INFO - Epoch(train) [10][ 3500/15807] lr: 1.7099e-04 eta: 1 day, 1:35:15 time: 0.5583 data_time: 0.0021 memory: 12269 loss: 0.1417 loss_ctc: 0.1417 2022/12/28 15:54:21 - mmengine - INFO - Epoch(train) [10][ 3600/15807] lr: 1.7087e-04 eta: 1 day, 1:34:20 time: 0.5050 data_time: 0.0023 memory: 12269 loss: 0.1325 loss_ctc: 0.1325 2022/12/28 15:55:14 - mmengine - INFO - Epoch(train) [10][ 3700/15807] lr: 1.7075e-04 eta: 1 day, 1:33:24 time: 0.5516 data_time: 0.0015 memory: 12269 loss: 0.1231 loss_ctc: 0.1231 2022/12/28 15:55:33 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 15:56:07 - mmengine - INFO - Epoch(train) [10][ 3800/15807] lr: 1.7062e-04 eta: 1 day, 1:32:29 time: 0.5246 data_time: 0.0026 memory: 12269 loss: 0.1467 loss_ctc: 0.1467 2022/12/28 15:56:59 - mmengine - INFO - Epoch(train) [10][ 3900/15807] lr: 1.7050e-04 eta: 1 day, 1:31:33 time: 0.5455 data_time: 0.0015 memory: 12269 loss: 0.1533 loss_ctc: 0.1533 2022/12/28 15:57:53 - mmengine - INFO - Epoch(train) [10][ 4000/15807] lr: 1.7038e-04 eta: 1 day, 1:30:39 time: 0.5380 data_time: 0.0022 memory: 12269 loss: 0.1588 loss_ctc: 0.1588 2022/12/28 15:58:46 - mmengine - INFO - Epoch(train) [10][ 4100/15807] lr: 1.7026e-04 eta: 1 day, 1:29:44 time: 0.5407 data_time: 0.0018 memory: 12269 loss: 0.1557 loss_ctc: 0.1557 2022/12/28 15:59:39 - mmengine - INFO - Epoch(train) [10][ 4200/15807] lr: 1.7014e-04 eta: 1 day, 1:28:49 time: 0.4921 data_time: 0.0017 memory: 12269 loss: 0.1628 loss_ctc: 0.1628 2022/12/28 16:00:33 - mmengine - INFO - Epoch(train) [10][ 4300/15807] lr: 1.7002e-04 eta: 1 day, 1:27:54 time: 0.5174 data_time: 0.0019 memory: 12269 loss: 0.1412 loss_ctc: 0.1412 2022/12/28 16:01:27 - mmengine - INFO - Epoch(train) [10][ 4400/15807] lr: 1.6989e-04 eta: 1 day, 1:26:59 time: 0.5691 data_time: 0.0022 memory: 12269 loss: 0.1210 loss_ctc: 0.1210 2022/12/28 16:02:19 - mmengine - INFO - Epoch(train) [10][ 4500/15807] lr: 1.6977e-04 eta: 1 day, 1:26:04 time: 0.5153 data_time: 0.0040 memory: 12269 loss: 0.1453 loss_ctc: 0.1453 2022/12/28 16:03:13 - mmengine - INFO - Epoch(train) [10][ 4600/15807] lr: 1.6965e-04 eta: 1 day, 1:25:09 time: 0.5304 data_time: 0.0020 memory: 12269 loss: 0.1160 loss_ctc: 0.1160 2022/12/28 16:04:06 - mmengine - INFO - Epoch(train) [10][ 4700/15807] lr: 1.6953e-04 eta: 1 day, 1:24:14 time: 0.5349 data_time: 0.0021 memory: 12269 loss: 0.1317 loss_ctc: 0.1317 2022/12/28 16:04:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 16:04:59 - mmengine - INFO - Epoch(train) [10][ 4800/15807] lr: 1.6940e-04 eta: 1 day, 1:23:19 time: 0.5279 data_time: 0.0041 memory: 12269 loss: 0.1322 loss_ctc: 0.1322 2022/12/28 16:05:53 - mmengine - INFO - Epoch(train) [10][ 4900/15807] lr: 1.6928e-04 eta: 1 day, 1:22:24 time: 0.4936 data_time: 0.0018 memory: 12269 loss: 0.1574 loss_ctc: 0.1574 2022/12/28 16:06:46 - mmengine - INFO - Epoch(train) [10][ 5000/15807] lr: 1.6916e-04 eta: 1 day, 1:21:29 time: 0.5471 data_time: 0.0015 memory: 12269 loss: 0.1439 loss_ctc: 0.1439 2022/12/28 16:07:40 - mmengine - INFO - Epoch(train) [10][ 5100/15807] lr: 1.6904e-04 eta: 1 day, 1:20:35 time: 0.5308 data_time: 0.0036 memory: 12269 loss: 0.1573 loss_ctc: 0.1573 2022/12/28 16:08:34 - mmengine - INFO - Epoch(train) [10][ 5200/15807] lr: 1.6892e-04 eta: 1 day, 1:19:41 time: 0.5382 data_time: 0.0017 memory: 12269 loss: 0.1113 loss_ctc: 0.1113 2022/12/28 16:09:27 - mmengine - INFO - Epoch(train) [10][ 5300/15807] lr: 1.6879e-04 eta: 1 day, 1:18:46 time: 0.5263 data_time: 0.0014 memory: 12269 loss: 0.1280 loss_ctc: 0.1280 2022/12/28 16:10:20 - mmengine - INFO - Epoch(train) [10][ 5400/15807] lr: 1.6867e-04 eta: 1 day, 1:17:50 time: 0.5227 data_time: 0.0014 memory: 12269 loss: 0.1589 loss_ctc: 0.1589 2022/12/28 16:11:13 - mmengine - INFO - Epoch(train) [10][ 5500/15807] lr: 1.6855e-04 eta: 1 day, 1:16:55 time: 0.4982 data_time: 0.0019 memory: 12269 loss: 0.1517 loss_ctc: 0.1517 2022/12/28 16:12:06 - mmengine - INFO - Epoch(train) [10][ 5600/15807] lr: 1.6843e-04 eta: 1 day, 1:15:59 time: 0.5271 data_time: 0.0015 memory: 12269 loss: 0.1195 loss_ctc: 0.1195 2022/12/28 16:12:59 - mmengine - INFO - Epoch(train) [10][ 5700/15807] lr: 1.6830e-04 eta: 1 day, 1:15:04 time: 0.5435 data_time: 0.0016 memory: 12269 loss: 0.1370 loss_ctc: 0.1370 2022/12/28 16:13:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 16:13:52 - mmengine - INFO - Epoch(train) [10][ 5800/15807] lr: 1.6818e-04 eta: 1 day, 1:14:09 time: 0.5185 data_time: 0.0017 memory: 12269 loss: 0.1152 loss_ctc: 0.1152 2022/12/28 16:14:44 - mmengine - INFO - Epoch(train) [10][ 5900/15807] lr: 1.6806e-04 eta: 1 day, 1:13:13 time: 0.5148 data_time: 0.0020 memory: 12269 loss: 0.1511 loss_ctc: 0.1511 2022/12/28 16:15:38 - mmengine - INFO - Epoch(train) [10][ 6000/15807] lr: 1.6793e-04 eta: 1 day, 1:12:18 time: 0.5375 data_time: 0.0025 memory: 12269 loss: 0.1372 loss_ctc: 0.1372 2022/12/28 16:16:31 - mmengine - INFO - Epoch(train) [10][ 6100/15807] lr: 1.6781e-04 eta: 1 day, 1:11:23 time: 0.5542 data_time: 0.0016 memory: 12269 loss: 0.1485 loss_ctc: 0.1485 2022/12/28 16:17:23 - mmengine - INFO - Epoch(train) [10][ 6200/15807] lr: 1.6769e-04 eta: 1 day, 1:10:27 time: 0.5128 data_time: 0.0015 memory: 12269 loss: 0.1512 loss_ctc: 0.1512 2022/12/28 16:18:17 - mmengine - INFO - Epoch(train) [10][ 6300/15807] lr: 1.6757e-04 eta: 1 day, 1:09:33 time: 0.5496 data_time: 0.0015 memory: 12269 loss: 0.1479 loss_ctc: 0.1479 2022/12/28 16:19:10 - mmengine - INFO - Epoch(train) [10][ 6400/15807] lr: 1.6744e-04 eta: 1 day, 1:08:38 time: 0.5387 data_time: 0.0028 memory: 12269 loss: 0.1433 loss_ctc: 0.1433 2022/12/28 16:20:04 - mmengine - INFO - Epoch(train) [10][ 6500/15807] lr: 1.6732e-04 eta: 1 day, 1:07:43 time: 0.5288 data_time: 0.0016 memory: 12269 loss: 0.1553 loss_ctc: 0.1553 2022/12/28 16:20:57 - mmengine - INFO - Epoch(train) [10][ 6600/15807] lr: 1.6720e-04 eta: 1 day, 1:06:48 time: 0.5319 data_time: 0.0017 memory: 12269 loss: 0.1757 loss_ctc: 0.1757 2022/12/28 16:21:51 - mmengine - INFO - Epoch(train) [10][ 6700/15807] lr: 1.6707e-04 eta: 1 day, 1:05:54 time: 0.5509 data_time: 0.0042 memory: 12269 loss: 0.1325 loss_ctc: 0.1325 2022/12/28 16:22:11 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 16:22:44 - mmengine - INFO - Epoch(train) [10][ 6800/15807] lr: 1.6695e-04 eta: 1 day, 1:04:59 time: 0.5664 data_time: 0.0017 memory: 12269 loss: 0.1251 loss_ctc: 0.1251 2022/12/28 16:23:37 - mmengine - INFO - Epoch(train) [10][ 6900/15807] lr: 1.6683e-04 eta: 1 day, 1:04:04 time: 0.4996 data_time: 0.0015 memory: 12269 loss: 0.1459 loss_ctc: 0.1459 2022/12/28 16:24:31 - mmengine - INFO - Epoch(train) [10][ 7000/15807] lr: 1.6670e-04 eta: 1 day, 1:03:10 time: 0.5556 data_time: 0.0017 memory: 12269 loss: 0.1580 loss_ctc: 0.1580 2022/12/28 16:25:24 - mmengine - INFO - Epoch(train) [10][ 7100/15807] lr: 1.6658e-04 eta: 1 day, 1:02:15 time: 0.5144 data_time: 0.0015 memory: 12269 loss: 0.1185 loss_ctc: 0.1185 2022/12/28 16:26:18 - mmengine - INFO - Epoch(train) [10][ 7200/15807] lr: 1.6646e-04 eta: 1 day, 1:01:20 time: 0.5110 data_time: 0.0022 memory: 12269 loss: 0.1479 loss_ctc: 0.1479 2022/12/28 16:27:11 - mmengine - INFO - Epoch(train) [10][ 7300/15807] lr: 1.6633e-04 eta: 1 day, 1:00:25 time: 0.5272 data_time: 0.0029 memory: 12269 loss: 0.1344 loss_ctc: 0.1344 2022/12/28 16:28:05 - mmengine - INFO - Epoch(train) [10][ 7400/15807] lr: 1.6621e-04 eta: 1 day, 0:59:30 time: 0.5363 data_time: 0.0015 memory: 12269 loss: 0.1277 loss_ctc: 0.1277 2022/12/28 16:28:57 - mmengine - INFO - Epoch(train) [10][ 7500/15807] lr: 1.6609e-04 eta: 1 day, 0:58:35 time: 0.5283 data_time: 0.0025 memory: 12269 loss: 0.1334 loss_ctc: 0.1334 2022/12/28 16:29:50 - mmengine - INFO - Epoch(train) [10][ 7600/15807] lr: 1.6596e-04 eta: 1 day, 0:57:39 time: 0.4999 data_time: 0.0023 memory: 12269 loss: 0.1377 loss_ctc: 0.1377 2022/12/28 16:30:44 - mmengine - INFO - Epoch(train) [10][ 7700/15807] lr: 1.6584e-04 eta: 1 day, 0:56:45 time: 0.5406 data_time: 0.0026 memory: 12269 loss: 0.1576 loss_ctc: 0.1576 2022/12/28 16:31:04 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 16:31:37 - mmengine - INFO - Epoch(train) [10][ 7800/15807] lr: 1.6572e-04 eta: 1 day, 0:55:50 time: 0.5067 data_time: 0.0051 memory: 12269 loss: 0.1325 loss_ctc: 0.1325 2022/12/28 16:32:30 - mmengine - INFO - Epoch(train) [10][ 7900/15807] lr: 1.6559e-04 eta: 1 day, 0:54:54 time: 0.5296 data_time: 0.0015 memory: 12269 loss: 0.1419 loss_ctc: 0.1419 2022/12/28 16:33:23 - mmengine - INFO - Epoch(train) [10][ 8000/15807] lr: 1.6547e-04 eta: 1 day, 0:53:59 time: 0.5186 data_time: 0.0025 memory: 12269 loss: 0.1503 loss_ctc: 0.1503 2022/12/28 16:34:15 - mmengine - INFO - Epoch(train) [10][ 8100/15807] lr: 1.6535e-04 eta: 1 day, 0:53:03 time: 0.5053 data_time: 0.0016 memory: 12269 loss: 0.1234 loss_ctc: 0.1234 2022/12/28 16:35:09 - mmengine - INFO - Epoch(train) [10][ 8200/15807] lr: 1.6522e-04 eta: 1 day, 0:52:09 time: 0.5217 data_time: 0.0018 memory: 12269 loss: 0.1385 loss_ctc: 0.1385 2022/12/28 16:36:02 - mmengine - INFO - Epoch(train) [10][ 8300/15807] lr: 1.6510e-04 eta: 1 day, 0:51:14 time: 0.5289 data_time: 0.0015 memory: 12269 loss: 0.1224 loss_ctc: 0.1224 2022/12/28 16:36:56 - mmengine - INFO - Epoch(train) [10][ 8400/15807] lr: 1.6497e-04 eta: 1 day, 0:50:19 time: 0.5447 data_time: 0.0017 memory: 12269 loss: 0.1415 loss_ctc: 0.1415 2022/12/28 16:37:49 - mmengine - INFO - Epoch(train) [10][ 8500/15807] lr: 1.6485e-04 eta: 1 day, 0:49:24 time: 0.5497 data_time: 0.0016 memory: 12269 loss: 0.1405 loss_ctc: 0.1405 2022/12/28 16:38:42 - mmengine - INFO - Epoch(train) [10][ 8600/15807] lr: 1.6473e-04 eta: 1 day, 0:48:29 time: 0.5139 data_time: 0.0015 memory: 12269 loss: 0.1097 loss_ctc: 0.1097 2022/12/28 16:39:36 - mmengine - INFO - Epoch(train) [10][ 8700/15807] lr: 1.6460e-04 eta: 1 day, 0:47:35 time: 0.5122 data_time: 0.0064 memory: 12269 loss: 0.1472 loss_ctc: 0.1472 2022/12/28 16:39:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 16:40:29 - mmengine - INFO - Epoch(train) [10][ 8800/15807] lr: 1.6448e-04 eta: 1 day, 0:46:40 time: 0.5483 data_time: 0.0016 memory: 12269 loss: 0.1232 loss_ctc: 0.1232 2022/12/28 16:41:22 - mmengine - INFO - Epoch(train) [10][ 8900/15807] lr: 1.6435e-04 eta: 1 day, 0:45:45 time: 0.5537 data_time: 0.0021 memory: 12269 loss: 0.1585 loss_ctc: 0.1585 2022/12/28 16:42:15 - mmengine - INFO - Epoch(train) [10][ 9000/15807] lr: 1.6423e-04 eta: 1 day, 0:44:49 time: 0.5218 data_time: 0.0015 memory: 12269 loss: 0.1518 loss_ctc: 0.1518 2022/12/28 16:43:08 - mmengine - INFO - Epoch(train) [10][ 9100/15807] lr: 1.6411e-04 eta: 1 day, 0:43:55 time: 0.5670 data_time: 0.0015 memory: 12269 loss: 0.1326 loss_ctc: 0.1326 2022/12/28 16:44:00 - mmengine - INFO - Epoch(train) [10][ 9200/15807] lr: 1.6398e-04 eta: 1 day, 0:42:58 time: 0.4992 data_time: 0.0018 memory: 12269 loss: 0.1627 loss_ctc: 0.1627 2022/12/28 16:44:54 - mmengine - INFO - Epoch(train) [10][ 9300/15807] lr: 1.6386e-04 eta: 1 day, 0:42:04 time: 0.5566 data_time: 0.0017 memory: 12269 loss: 0.1353 loss_ctc: 0.1353 2022/12/28 16:45:47 - mmengine - INFO - Epoch(train) [10][ 9400/15807] lr: 1.6373e-04 eta: 1 day, 0:41:08 time: 0.5217 data_time: 0.0022 memory: 12269 loss: 0.1357 loss_ctc: 0.1357 2022/12/28 16:46:40 - mmengine - INFO - Epoch(train) [10][ 9500/15807] lr: 1.6361e-04 eta: 1 day, 0:40:13 time: 0.5388 data_time: 0.0042 memory: 12269 loss: 0.1422 loss_ctc: 0.1422 2022/12/28 16:47:34 - mmengine - INFO - Epoch(train) [10][ 9600/15807] lr: 1.6348e-04 eta: 1 day, 0:39:19 time: 0.5467 data_time: 0.0059 memory: 12269 loss: 0.1328 loss_ctc: 0.1328 2022/12/28 16:48:26 - mmengine - INFO - Epoch(train) [10][ 9700/15807] lr: 1.6336e-04 eta: 1 day, 0:38:23 time: 0.5074 data_time: 0.0017 memory: 12269 loss: 0.1314 loss_ctc: 0.1314 2022/12/28 16:48:45 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 16:49:19 - mmengine - INFO - Epoch(train) [10][ 9800/15807] lr: 1.6324e-04 eta: 1 day, 0:37:28 time: 0.5418 data_time: 0.0014 memory: 12269 loss: 0.1448 loss_ctc: 0.1448 2022/12/28 16:50:12 - mmengine - INFO - Epoch(train) [10][ 9900/15807] lr: 1.6311e-04 eta: 1 day, 0:36:33 time: 0.5095 data_time: 0.0015 memory: 12269 loss: 0.1273 loss_ctc: 0.1273 2022/12/28 16:51:05 - mmengine - INFO - Epoch(train) [10][10000/15807] lr: 1.6299e-04 eta: 1 day, 0:35:38 time: 0.5429 data_time: 0.0020 memory: 12269 loss: 0.1133 loss_ctc: 0.1133 2022/12/28 16:51:59 - mmengine - INFO - Epoch(train) [10][10100/15807] lr: 1.6286e-04 eta: 1 day, 0:34:43 time: 0.5387 data_time: 0.0017 memory: 12269 loss: 0.1626 loss_ctc: 0.1626 2022/12/28 16:52:52 - mmengine - INFO - Epoch(train) [10][10200/15807] lr: 1.6274e-04 eta: 1 day, 0:33:48 time: 0.5369 data_time: 0.0026 memory: 12269 loss: 0.1181 loss_ctc: 0.1181 2022/12/28 16:53:45 - mmengine - INFO - Epoch(train) [10][10300/15807] lr: 1.6261e-04 eta: 1 day, 0:32:53 time: 0.5665 data_time: 0.0021 memory: 12269 loss: 0.1669 loss_ctc: 0.1669 2022/12/28 16:54:38 - mmengine - INFO - Epoch(train) [10][10400/15807] lr: 1.6249e-04 eta: 1 day, 0:31:58 time: 0.5479 data_time: 0.0019 memory: 12269 loss: 0.1295 loss_ctc: 0.1295 2022/12/28 16:55:31 - mmengine - INFO - Epoch(train) [10][10500/15807] lr: 1.6236e-04 eta: 1 day, 0:31:03 time: 0.5243 data_time: 0.0015 memory: 12269 loss: 0.1226 loss_ctc: 0.1226 2022/12/28 16:56:24 - mmengine - INFO - Epoch(train) [10][10600/15807] lr: 1.6224e-04 eta: 1 day, 0:30:08 time: 0.5901 data_time: 0.0018 memory: 12269 loss: 0.1387 loss_ctc: 0.1387 2022/12/28 16:57:19 - mmengine - INFO - Epoch(train) [10][10700/15807] lr: 1.6211e-04 eta: 1 day, 0:29:15 time: 0.5240 data_time: 0.0025 memory: 12269 loss: 0.1435 loss_ctc: 0.1435 2022/12/28 16:57:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 16:58:11 - mmengine - INFO - Epoch(train) [10][10800/15807] lr: 1.6199e-04 eta: 1 day, 0:28:19 time: 0.5035 data_time: 0.0039 memory: 12269 loss: 0.1018 loss_ctc: 0.1018 2022/12/28 16:59:05 - mmengine - INFO - Epoch(train) [10][10900/15807] lr: 1.6186e-04 eta: 1 day, 0:27:24 time: 0.5047 data_time: 0.0046 memory: 12269 loss: 0.1700 loss_ctc: 0.1700 2022/12/28 16:59:57 - mmengine - INFO - Epoch(train) [10][11000/15807] lr: 1.6174e-04 eta: 1 day, 0:26:29 time: 0.4864 data_time: 0.0047 memory: 12269 loss: 0.1517 loss_ctc: 0.1517 2022/12/28 17:00:52 - mmengine - INFO - Epoch(train) [10][11100/15807] lr: 1.6161e-04 eta: 1 day, 0:25:35 time: 0.5924 data_time: 0.0020 memory: 12269 loss: 0.1891 loss_ctc: 0.1891 2022/12/28 17:01:45 - mmengine - INFO - Epoch(train) [10][11200/15807] lr: 1.6149e-04 eta: 1 day, 0:24:40 time: 0.4964 data_time: 0.0016 memory: 12269 loss: 0.1435 loss_ctc: 0.1435 2022/12/28 17:02:38 - mmengine - INFO - Epoch(train) [10][11300/15807] lr: 1.6136e-04 eta: 1 day, 0:23:45 time: 0.5463 data_time: 0.0015 memory: 12269 loss: 0.1329 loss_ctc: 0.1329 2022/12/28 17:03:31 - mmengine - INFO - Epoch(train) [10][11400/15807] lr: 1.6124e-04 eta: 1 day, 0:22:50 time: 0.4967 data_time: 0.0015 memory: 12269 loss: 0.1201 loss_ctc: 0.1201 2022/12/28 17:04:24 - mmengine - INFO - Epoch(train) [10][11500/15807] lr: 1.6111e-04 eta: 1 day, 0:21:55 time: 0.5320 data_time: 0.0044 memory: 12269 loss: 0.1329 loss_ctc: 0.1329 2022/12/28 17:05:16 - mmengine - INFO - Epoch(train) [10][11600/15807] lr: 1.6099e-04 eta: 1 day, 0:20:59 time: 0.5226 data_time: 0.0029 memory: 12269 loss: 0.1082 loss_ctc: 0.1082 2022/12/28 17:06:09 - mmengine - INFO - Epoch(train) [10][11700/15807] lr: 1.6086e-04 eta: 1 day, 0:20:04 time: 0.5531 data_time: 0.0045 memory: 12269 loss: 0.1291 loss_ctc: 0.1291 2022/12/28 17:06:29 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 17:07:03 - mmengine - INFO - Epoch(train) [10][11800/15807] lr: 1.6074e-04 eta: 1 day, 0:19:10 time: 0.5333 data_time: 0.0015 memory: 12269 loss: 0.1233 loss_ctc: 0.1233 2022/12/28 17:07:56 - mmengine - INFO - Epoch(train) [10][11900/15807] lr: 1.6061e-04 eta: 1 day, 0:18:15 time: 0.5411 data_time: 0.0019 memory: 12269 loss: 0.1213 loss_ctc: 0.1213 2022/12/28 17:08:49 - mmengine - INFO - Epoch(train) [10][12000/15807] lr: 1.6049e-04 eta: 1 day, 0:17:20 time: 0.5330 data_time: 0.0033 memory: 12269 loss: 0.1481 loss_ctc: 0.1481 2022/12/28 17:09:43 - mmengine - INFO - Epoch(train) [10][12100/15807] lr: 1.6036e-04 eta: 1 day, 0:16:25 time: 0.5535 data_time: 0.0070 memory: 12269 loss: 0.1746 loss_ctc: 0.1746 2022/12/28 17:10:36 - mmengine - INFO - Epoch(train) [10][12200/15807] lr: 1.6024e-04 eta: 1 day, 0:15:30 time: 0.5390 data_time: 0.0019 memory: 12269 loss: 0.1372 loss_ctc: 0.1372 2022/12/28 17:11:30 - mmengine - INFO - Epoch(train) [10][12300/15807] lr: 1.6011e-04 eta: 1 day, 0:14:36 time: 0.5411 data_time: 0.0016 memory: 12269 loss: 0.1399 loss_ctc: 0.1399 2022/12/28 17:12:22 - mmengine - INFO - Epoch(train) [10][12400/15807] lr: 1.5999e-04 eta: 1 day, 0:13:40 time: 0.5124 data_time: 0.0017 memory: 12269 loss: 0.1492 loss_ctc: 0.1492 2022/12/28 17:13:16 - mmengine - INFO - Epoch(train) [10][12500/15807] lr: 1.5986e-04 eta: 1 day, 0:12:46 time: 0.5719 data_time: 0.0017 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/28 17:14:09 - mmengine - INFO - Epoch(train) [10][12600/15807] lr: 1.5973e-04 eta: 1 day, 0:11:51 time: 0.5225 data_time: 0.0030 memory: 12269 loss: 0.1521 loss_ctc: 0.1521 2022/12/28 17:15:03 - mmengine - INFO - Epoch(train) [10][12700/15807] lr: 1.5961e-04 eta: 1 day, 0:10:57 time: 0.5294 data_time: 0.0017 memory: 12269 loss: 0.1293 loss_ctc: 0.1293 2022/12/28 17:15:23 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 17:15:56 - mmengine - INFO - Epoch(train) [10][12800/15807] lr: 1.5948e-04 eta: 1 day, 0:10:02 time: 0.5485 data_time: 0.0015 memory: 12269 loss: 0.1240 loss_ctc: 0.1240 2022/12/28 17:16:48 - mmengine - INFO - Epoch(train) [10][12900/15807] lr: 1.5936e-04 eta: 1 day, 0:09:06 time: 0.4915 data_time: 0.0016 memory: 12269 loss: 0.1451 loss_ctc: 0.1451 2022/12/28 17:17:42 - mmengine - INFO - Epoch(train) [10][13000/15807] lr: 1.5923e-04 eta: 1 day, 0:08:12 time: 0.5044 data_time: 0.0015 memory: 12269 loss: 0.1525 loss_ctc: 0.1525 2022/12/28 17:18:36 - mmengine - INFO - Epoch(train) [10][13100/15807] lr: 1.5911e-04 eta: 1 day, 0:07:17 time: 0.5751 data_time: 0.0031 memory: 12269 loss: 0.1443 loss_ctc: 0.1443 2022/12/28 17:19:29 - mmengine - INFO - Epoch(train) [10][13200/15807] lr: 1.5898e-04 eta: 1 day, 0:06:22 time: 0.5240 data_time: 0.0015 memory: 12269 loss: 0.1679 loss_ctc: 0.1679 2022/12/28 17:20:22 - mmengine - INFO - Epoch(train) [10][13300/15807] lr: 1.5885e-04 eta: 1 day, 0:05:27 time: 0.5458 data_time: 0.0015 memory: 12269 loss: 0.1592 loss_ctc: 0.1592 2022/12/28 17:21:15 - mmengine - INFO - Epoch(train) [10][13400/15807] lr: 1.5873e-04 eta: 1 day, 0:04:32 time: 0.5519 data_time: 0.0018 memory: 12269 loss: 0.1613 loss_ctc: 0.1613 2022/12/28 17:22:08 - mmengine - INFO - Epoch(train) [10][13500/15807] lr: 1.5860e-04 eta: 1 day, 0:03:37 time: 0.5490 data_time: 0.0014 memory: 12269 loss: 0.1231 loss_ctc: 0.1231 2022/12/28 17:23:00 - mmengine - INFO - Epoch(train) [10][13600/15807] lr: 1.5848e-04 eta: 1 day, 0:02:41 time: 0.5438 data_time: 0.0017 memory: 12269 loss: 0.1461 loss_ctc: 0.1461 2022/12/28 17:23:53 - mmengine - INFO - Epoch(train) [10][13700/15807] lr: 1.5835e-04 eta: 1 day, 0:01:46 time: 0.5482 data_time: 0.0065 memory: 12269 loss: 0.1400 loss_ctc: 0.1400 2022/12/28 17:24:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 17:24:46 - mmengine - INFO - Epoch(train) [10][13800/15807] lr: 1.5822e-04 eta: 1 day, 0:00:51 time: 0.4978 data_time: 0.0021 memory: 12269 loss: 0.1371 loss_ctc: 0.1371 2022/12/28 17:25:39 - mmengine - INFO - Epoch(train) [10][13900/15807] lr: 1.5810e-04 eta: 23:59:56 time: 0.5273 data_time: 0.0026 memory: 12269 loss: 0.1420 loss_ctc: 0.1420 2022/12/28 17:26:32 - mmengine - INFO - Epoch(train) [10][14000/15807] lr: 1.5797e-04 eta: 23:59:01 time: 0.5173 data_time: 0.0019 memory: 12269 loss: 0.1465 loss_ctc: 0.1465 2022/12/28 17:27:26 - mmengine - INFO - Epoch(train) [10][14100/15807] lr: 1.5785e-04 eta: 23:58:07 time: 0.5481 data_time: 0.0016 memory: 12269 loss: 0.1433 loss_ctc: 0.1433 2022/12/28 17:28:19 - mmengine - INFO - Epoch(train) [10][14200/15807] lr: 1.5772e-04 eta: 23:57:12 time: 0.5317 data_time: 0.0017 memory: 12269 loss: 0.1356 loss_ctc: 0.1356 2022/12/28 17:29:12 - mmengine - INFO - Epoch(train) [10][14300/15807] lr: 1.5759e-04 eta: 23:56:17 time: 0.5101 data_time: 0.0014 memory: 12269 loss: 0.1423 loss_ctc: 0.1423 2022/12/28 17:30:06 - mmengine - INFO - Epoch(train) [10][14400/15807] lr: 1.5747e-04 eta: 23:55:23 time: 0.4998 data_time: 0.0029 memory: 12269 loss: 0.1750 loss_ctc: 0.1750 2022/12/28 17:30:58 - mmengine - INFO - Epoch(train) [10][14500/15807] lr: 1.5734e-04 eta: 23:54:27 time: 0.4996 data_time: 0.0017 memory: 12269 loss: 0.1236 loss_ctc: 0.1236 2022/12/28 17:31:52 - mmengine - INFO - Epoch(train) [10][14600/15807] lr: 1.5721e-04 eta: 23:53:32 time: 0.5491 data_time: 0.0016 memory: 12269 loss: 0.1349 loss_ctc: 0.1349 2022/12/28 17:32:45 - mmengine - INFO - Epoch(train) [10][14700/15807] lr: 1.5709e-04 eta: 23:52:37 time: 0.5625 data_time: 0.0023 memory: 12269 loss: 0.1366 loss_ctc: 0.1366 2022/12/28 17:33:05 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 17:33:38 - mmengine - INFO - Epoch(train) [10][14800/15807] lr: 1.5696e-04 eta: 23:51:42 time: 0.4922 data_time: 0.0045 memory: 12269 loss: 0.1250 loss_ctc: 0.1250 2022/12/28 17:34:31 - mmengine - INFO - Epoch(train) [10][14900/15807] lr: 1.5684e-04 eta: 23:50:48 time: 0.5417 data_time: 0.0026 memory: 12269 loss: 0.1508 loss_ctc: 0.1508 2022/12/28 17:35:24 - mmengine - INFO - Epoch(train) [10][15000/15807] lr: 1.5671e-04 eta: 23:49:52 time: 0.5112 data_time: 0.0042 memory: 12269 loss: 0.1559 loss_ctc: 0.1559 2022/12/28 17:36:18 - mmengine - INFO - Epoch(train) [10][15100/15807] lr: 1.5658e-04 eta: 23:48:58 time: 0.5734 data_time: 0.0015 memory: 12269 loss: 0.1487 loss_ctc: 0.1487 2022/12/28 17:37:10 - mmengine - INFO - Epoch(train) [10][15200/15807] lr: 1.5646e-04 eta: 23:48:02 time: 0.5039 data_time: 0.0014 memory: 12269 loss: 0.1231 loss_ctc: 0.1231 2022/12/28 17:38:03 - mmengine - INFO - Epoch(train) [10][15300/15807] lr: 1.5633e-04 eta: 23:47:08 time: 0.5208 data_time: 0.0016 memory: 12269 loss: 0.1578 loss_ctc: 0.1578 2022/12/28 17:38:56 - mmengine - INFO - Epoch(train) [10][15400/15807] lr: 1.5620e-04 eta: 23:46:12 time: 0.5076 data_time: 0.0017 memory: 12269 loss: 0.1705 loss_ctc: 0.1705 2022/12/28 17:39:49 - mmengine - INFO - Epoch(train) [10][15500/15807] lr: 1.5608e-04 eta: 23:45:18 time: 0.5875 data_time: 0.0014 memory: 12269 loss: 0.1436 loss_ctc: 0.1436 2022/12/28 17:40:42 - mmengine - INFO - Epoch(train) [10][15600/15807] lr: 1.5595e-04 eta: 23:44:22 time: 0.5598 data_time: 0.0014 memory: 12269 loss: 0.1589 loss_ctc: 0.1589 2022/12/28 17:41:35 - mmengine - INFO - Epoch(train) [10][15700/15807] lr: 1.5582e-04 eta: 23:43:27 time: 0.5757 data_time: 0.0015 memory: 12269 loss: 0.1477 loss_ctc: 0.1477 2022/12/28 17:41:55 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 17:42:26 - mmengine - INFO - Epoch(train) [10][15800/15807] lr: 1.5570e-04 eta: 23:42:30 time: 0.4911 data_time: 0.0012 memory: 12269 loss: 0.1213 loss_ctc: 0.1213 2022/12/28 17:42:29 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 17:42:29 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/12/28 17:42:37 - mmengine - INFO - Epoch(val) [10][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.8611 CUTE80/recog/word_acc_ignore_case_symbol: 0.8611 IIIT5K/recog/word_acc: 0.0653 IIIT5K/recog/word_acc_ignore_case: 0.8470 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8470 SVT/recog/word_acc: 0.8934 SVT/recog/word_acc_ignore_case: 0.8934 SVT/recog/word_acc_ignore_case_symbol: 0.8934 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8140 SVTP/recog/word_acc_ignore_case_symbol: 0.8140 IC13/recog/word_acc: 0.2877 IC13/recog/word_acc_ignore_case: 0.9300 IC13/recog/word_acc_ignore_case_symbol: 0.9300 IC15/recog/word_acc: 0.1180 IC15/recog/word_acc_ignore_case: 0.7236 IC15/recog/word_acc_ignore_case_symbol: 0.7304 CUTE80/recog/char_recall: 0.9460 CUTE80/recog/char_precision: 0.9291 IIIT5K/recog/char_recall: 0.9899 IIIT5K/recog/char_precision: 0.9068 SVT/recog/char_recall: 0.9779 SVT/recog/char_precision: 0.9642 SVTP/recog/char_recall: 0.9350 SVTP/recog/char_precision: 0.9385 IC13/recog/char_recall: 0.9876 IC13/recog/char_precision: 0.9728 IC15/recog/char_recall: 0.9241 IC15/recog/char_precision: 0.8842 2022/12/28 17:43:35 - mmengine - INFO - Epoch(train) [11][ 100/15807] lr: 1.5556e-04 eta: 23:41:36 time: 0.5053 data_time: 0.0016 memory: 12269 loss: 0.1451 loss_ctc: 0.1451 2022/12/28 17:44:28 - mmengine - INFO - Epoch(train) [11][ 200/15807] lr: 1.5543e-04 eta: 23:40:41 time: 0.5255 data_time: 0.0046 memory: 12269 loss: 0.1153 loss_ctc: 0.1153 2022/12/28 17:45:22 - mmengine - INFO - Epoch(train) [11][ 300/15807] lr: 1.5531e-04 eta: 23:39:47 time: 0.5320 data_time: 0.0017 memory: 12269 loss: 0.1018 loss_ctc: 0.1018 2022/12/28 17:46:15 - mmengine - INFO - Epoch(train) [11][ 400/15807] lr: 1.5518e-04 eta: 23:38:52 time: 0.5355 data_time: 0.0036 memory: 12269 loss: 0.1225 loss_ctc: 0.1225 2022/12/28 17:47:07 - mmengine - INFO - Epoch(train) [11][ 500/15807] lr: 1.5505e-04 eta: 23:37:56 time: 0.4913 data_time: 0.0044 memory: 12269 loss: 0.1233 loss_ctc: 0.1233 2022/12/28 17:47:59 - mmengine - INFO - Epoch(train) [11][ 600/15807] lr: 1.5493e-04 eta: 23:37:00 time: 0.5133 data_time: 0.0015 memory: 12269 loss: 0.1182 loss_ctc: 0.1182 2022/12/28 17:48:53 - mmengine - INFO - Epoch(train) [11][ 700/15807] lr: 1.5480e-04 eta: 23:36:06 time: 0.5384 data_time: 0.0014 memory: 12269 loss: 0.1327 loss_ctc: 0.1327 2022/12/28 17:49:45 - mmengine - INFO - Epoch(train) [11][ 800/15807] lr: 1.5467e-04 eta: 23:35:10 time: 0.4885 data_time: 0.0019 memory: 12269 loss: 0.1264 loss_ctc: 0.1264 2022/12/28 17:50:38 - mmengine - INFO - Epoch(train) [11][ 900/15807] lr: 1.5454e-04 eta: 23:34:15 time: 0.5489 data_time: 0.0018 memory: 12269 loss: 0.1591 loss_ctc: 0.1591 2022/12/28 17:50:54 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 17:51:31 - mmengine - INFO - Epoch(train) [11][ 1000/15807] lr: 1.5442e-04 eta: 23:33:20 time: 0.5265 data_time: 0.0018 memory: 12269 loss: 0.1316 loss_ctc: 0.1316 2022/12/28 17:52:24 - mmengine - INFO - Epoch(train) [11][ 1100/15807] lr: 1.5429e-04 eta: 23:32:25 time: 0.5184 data_time: 0.0046 memory: 12269 loss: 0.1441 loss_ctc: 0.1441 2022/12/28 17:53:17 - mmengine - INFO - Epoch(train) [11][ 1200/15807] lr: 1.5416e-04 eta: 23:31:30 time: 0.5762 data_time: 0.0053 memory: 12269 loss: 0.1374 loss_ctc: 0.1374 2022/12/28 17:54:10 - mmengine - INFO - Epoch(train) [11][ 1300/15807] lr: 1.5404e-04 eta: 23:30:35 time: 0.5082 data_time: 0.0015 memory: 12269 loss: 0.1512 loss_ctc: 0.1512 2022/12/28 17:55:04 - mmengine - INFO - Epoch(train) [11][ 1400/15807] lr: 1.5391e-04 eta: 23:29:41 time: 0.5437 data_time: 0.0017 memory: 12269 loss: 0.1263 loss_ctc: 0.1263 2022/12/28 17:55:57 - mmengine - INFO - Epoch(train) [11][ 1500/15807] lr: 1.5378e-04 eta: 23:28:46 time: 0.5122 data_time: 0.0071 memory: 12269 loss: 0.1768 loss_ctc: 0.1768 2022/12/28 17:56:50 - mmengine - INFO - Epoch(train) [11][ 1600/15807] lr: 1.5365e-04 eta: 23:27:51 time: 0.5575 data_time: 0.0027 memory: 12269 loss: 0.1629 loss_ctc: 0.1629 2022/12/28 17:57:43 - mmengine - INFO - Epoch(train) [11][ 1700/15807] lr: 1.5353e-04 eta: 23:26:56 time: 0.5717 data_time: 0.0022 memory: 12269 loss: 0.1526 loss_ctc: 0.1526 2022/12/28 17:58:36 - mmengine - INFO - Epoch(train) [11][ 1800/15807] lr: 1.5340e-04 eta: 23:26:01 time: 0.5834 data_time: 0.0045 memory: 12269 loss: 0.1332 loss_ctc: 0.1332 2022/12/28 17:59:29 - mmengine - INFO - Epoch(train) [11][ 1900/15807] lr: 1.5327e-04 eta: 23:25:06 time: 0.5338 data_time: 0.0016 memory: 12269 loss: 0.1338 loss_ctc: 0.1338 2022/12/28 17:59:44 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 18:00:22 - mmengine - INFO - Epoch(train) [11][ 2000/15807] lr: 1.5315e-04 eta: 23:24:11 time: 0.5613 data_time: 0.0019 memory: 12269 loss: 0.1347 loss_ctc: 0.1347 2022/12/28 18:01:15 - mmengine - INFO - Epoch(train) [11][ 2100/15807] lr: 1.5302e-04 eta: 23:23:17 time: 0.5253 data_time: 0.0017 memory: 12269 loss: 0.1462 loss_ctc: 0.1462 2022/12/28 18:02:10 - mmengine - INFO - Epoch(train) [11][ 2200/15807] lr: 1.5289e-04 eta: 23:22:23 time: 0.5310 data_time: 0.0020 memory: 12269 loss: 0.1736 loss_ctc: 0.1736 2022/12/28 18:03:03 - mmengine - INFO - Epoch(train) [11][ 2300/15807] lr: 1.5276e-04 eta: 23:21:28 time: 0.4936 data_time: 0.0016 memory: 12269 loss: 0.1366 loss_ctc: 0.1366 2022/12/28 18:03:56 - mmengine - INFO - Epoch(train) [11][ 2400/15807] lr: 1.5264e-04 eta: 23:20:33 time: 0.5273 data_time: 0.0017 memory: 12269 loss: 0.1511 loss_ctc: 0.1511 2022/12/28 18:04:48 - mmengine - INFO - Epoch(train) [11][ 2500/15807] lr: 1.5251e-04 eta: 23:19:38 time: 0.5415 data_time: 0.0023 memory: 12269 loss: 0.1304 loss_ctc: 0.1304 2022/12/28 18:05:41 - mmengine - INFO - Epoch(train) [11][ 2600/15807] lr: 1.5238e-04 eta: 23:18:42 time: 0.5067 data_time: 0.0018 memory: 12269 loss: 0.1085 loss_ctc: 0.1085 2022/12/28 18:06:34 - mmengine - INFO - Epoch(train) [11][ 2700/15807] lr: 1.5225e-04 eta: 23:17:48 time: 0.5501 data_time: 0.0030 memory: 12269 loss: 0.1392 loss_ctc: 0.1392 2022/12/28 18:07:28 - mmengine - INFO - Epoch(train) [11][ 2800/15807] lr: 1.5213e-04 eta: 23:16:53 time: 0.5012 data_time: 0.0016 memory: 12269 loss: 0.1320 loss_ctc: 0.1320 2022/12/28 18:08:21 - mmengine - INFO - Epoch(train) [11][ 2900/15807] lr: 1.5200e-04 eta: 23:15:58 time: 0.5249 data_time: 0.0014 memory: 12269 loss: 0.1133 loss_ctc: 0.1133 2022/12/28 18:08:36 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 18:09:14 - mmengine - INFO - Epoch(train) [11][ 3000/15807] lr: 1.5187e-04 eta: 23:15:03 time: 0.5516 data_time: 0.0027 memory: 12269 loss: 0.1239 loss_ctc: 0.1239 2022/12/28 18:10:07 - mmengine - INFO - Epoch(train) [11][ 3100/15807] lr: 1.5174e-04 eta: 23:14:09 time: 0.5423 data_time: 0.0016 memory: 12269 loss: 0.1251 loss_ctc: 0.1251 2022/12/28 18:11:00 - mmengine - INFO - Epoch(train) [11][ 3200/15807] lr: 1.5161e-04 eta: 23:13:14 time: 0.5223 data_time: 0.0015 memory: 12269 loss: 0.1393 loss_ctc: 0.1393 2022/12/28 18:11:54 - mmengine - INFO - Epoch(train) [11][ 3300/15807] lr: 1.5149e-04 eta: 23:12:20 time: 0.5263 data_time: 0.0020 memory: 12269 loss: 0.1466 loss_ctc: 0.1466 2022/12/28 18:12:47 - mmengine - INFO - Epoch(train) [11][ 3400/15807] lr: 1.5136e-04 eta: 23:11:25 time: 0.5151 data_time: 0.0016 memory: 12269 loss: 0.1198 loss_ctc: 0.1198 2022/12/28 18:13:40 - mmengine - INFO - Epoch(train) [11][ 3500/15807] lr: 1.5123e-04 eta: 23:10:30 time: 0.5143 data_time: 0.0015 memory: 12269 loss: 0.1459 loss_ctc: 0.1459 2022/12/28 18:14:33 - mmengine - INFO - Epoch(train) [11][ 3600/15807] lr: 1.5110e-04 eta: 23:09:35 time: 0.5488 data_time: 0.0019 memory: 12269 loss: 0.1387 loss_ctc: 0.1387 2022/12/28 18:15:26 - mmengine - INFO - Epoch(train) [11][ 3700/15807] lr: 1.5098e-04 eta: 23:08:40 time: 0.5194 data_time: 0.0015 memory: 12269 loss: 0.1855 loss_ctc: 0.1855 2022/12/28 18:16:20 - mmengine - INFO - Epoch(train) [11][ 3800/15807] lr: 1.5085e-04 eta: 23:07:46 time: 0.5280 data_time: 0.0017 memory: 12269 loss: 0.1500 loss_ctc: 0.1500 2022/12/28 18:17:13 - mmengine - INFO - Epoch(train) [11][ 3900/15807] lr: 1.5072e-04 eta: 23:06:51 time: 0.5089 data_time: 0.0015 memory: 12269 loss: 0.1321 loss_ctc: 0.1321 2022/12/28 18:17:29 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 18:18:07 - mmengine - INFO - Epoch(train) [11][ 4000/15807] lr: 1.5059e-04 eta: 23:05:57 time: 0.5510 data_time: 0.0015 memory: 12269 loss: 0.1442 loss_ctc: 0.1442 2022/12/28 18:19:00 - mmengine - INFO - Epoch(train) [11][ 4100/15807] lr: 1.5046e-04 eta: 23:05:03 time: 0.5122 data_time: 0.0026 memory: 12269 loss: 0.1295 loss_ctc: 0.1295 2022/12/28 18:19:53 - mmengine - INFO - Epoch(train) [11][ 4200/15807] lr: 1.5034e-04 eta: 23:04:07 time: 0.5244 data_time: 0.0018 memory: 12269 loss: 0.1601 loss_ctc: 0.1601 2022/12/28 18:20:47 - mmengine - INFO - Epoch(train) [11][ 4300/15807] lr: 1.5021e-04 eta: 23:03:13 time: 0.5498 data_time: 0.0056 memory: 12269 loss: 0.1306 loss_ctc: 0.1306 2022/12/28 18:21:39 - mmengine - INFO - Epoch(train) [11][ 4400/15807] lr: 1.5008e-04 eta: 23:02:17 time: 0.5250 data_time: 0.0017 memory: 12269 loss: 0.1374 loss_ctc: 0.1374 2022/12/28 18:22:32 - mmengine - INFO - Epoch(train) [11][ 4500/15807] lr: 1.4995e-04 eta: 23:01:22 time: 0.5155 data_time: 0.0019 memory: 12269 loss: 0.1372 loss_ctc: 0.1372 2022/12/28 18:23:25 - mmengine - INFO - Epoch(train) [11][ 4600/15807] lr: 1.4982e-04 eta: 23:00:27 time: 0.5218 data_time: 0.0023 memory: 12269 loss: 0.1500 loss_ctc: 0.1500 2022/12/28 18:24:19 - mmengine - INFO - Epoch(train) [11][ 4700/15807] lr: 1.4969e-04 eta: 22:59:33 time: 0.5366 data_time: 0.0018 memory: 12269 loss: 0.1113 loss_ctc: 0.1113 2022/12/28 18:25:11 - mmengine - INFO - Epoch(train) [11][ 4800/15807] lr: 1.4957e-04 eta: 22:58:38 time: 0.5099 data_time: 0.0017 memory: 12269 loss: 0.1451 loss_ctc: 0.1451 2022/12/28 18:26:04 - mmengine - INFO - Epoch(train) [11][ 4900/15807] lr: 1.4944e-04 eta: 22:57:43 time: 0.5193 data_time: 0.0019 memory: 12269 loss: 0.1287 loss_ctc: 0.1287 2022/12/28 18:26:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 18:26:58 - mmengine - INFO - Epoch(train) [11][ 5000/15807] lr: 1.4931e-04 eta: 22:56:48 time: 0.5296 data_time: 0.0017 memory: 12269 loss: 0.1670 loss_ctc: 0.1670 2022/12/28 18:27:51 - mmengine - INFO - Epoch(train) [11][ 5100/15807] lr: 1.4918e-04 eta: 22:55:54 time: 0.5884 data_time: 0.0016 memory: 12269 loss: 0.1580 loss_ctc: 0.1580 2022/12/28 18:28:44 - mmengine - INFO - Epoch(train) [11][ 5200/15807] lr: 1.4905e-04 eta: 22:54:59 time: 0.5469 data_time: 0.0018 memory: 12269 loss: 0.1388 loss_ctc: 0.1388 2022/12/28 18:29:36 - mmengine - INFO - Epoch(train) [11][ 5300/15807] lr: 1.4893e-04 eta: 22:54:04 time: 0.5120 data_time: 0.0017 memory: 12269 loss: 0.1802 loss_ctc: 0.1802 2022/12/28 18:30:30 - mmengine - INFO - Epoch(train) [11][ 5400/15807] lr: 1.4880e-04 eta: 22:53:09 time: 0.5236 data_time: 0.0015 memory: 12269 loss: 0.1474 loss_ctc: 0.1474 2022/12/28 18:31:23 - mmengine - INFO - Epoch(train) [11][ 5500/15807] lr: 1.4867e-04 eta: 22:52:14 time: 0.5363 data_time: 0.0017 memory: 12269 loss: 0.1146 loss_ctc: 0.1146 2022/12/28 18:32:16 - mmengine - INFO - Epoch(train) [11][ 5600/15807] lr: 1.4854e-04 eta: 22:51:20 time: 0.5651 data_time: 0.0021 memory: 12269 loss: 0.1607 loss_ctc: 0.1607 2022/12/28 18:33:10 - mmengine - INFO - Epoch(train) [11][ 5700/15807] lr: 1.4841e-04 eta: 22:50:25 time: 0.5622 data_time: 0.0024 memory: 12269 loss: 0.1369 loss_ctc: 0.1369 2022/12/28 18:34:03 - mmengine - INFO - Epoch(train) [11][ 5800/15807] lr: 1.4828e-04 eta: 22:49:31 time: 0.5524 data_time: 0.0015 memory: 12269 loss: 0.1240 loss_ctc: 0.1240 2022/12/28 18:34:56 - mmengine - INFO - Epoch(train) [11][ 5900/15807] lr: 1.4815e-04 eta: 22:48:35 time: 0.4924 data_time: 0.0015 memory: 12269 loss: 0.1327 loss_ctc: 0.1327 2022/12/28 18:35:12 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 18:35:49 - mmengine - INFO - Epoch(train) [11][ 6000/15807] lr: 1.4803e-04 eta: 22:47:40 time: 0.4977 data_time: 0.0017 memory: 12269 loss: 0.1428 loss_ctc: 0.1428 2022/12/28 18:36:42 - mmengine - INFO - Epoch(train) [11][ 6100/15807] lr: 1.4790e-04 eta: 22:46:46 time: 0.5476 data_time: 0.0016 memory: 12269 loss: 0.1361 loss_ctc: 0.1361 2022/12/28 18:37:35 - mmengine - INFO - Epoch(train) [11][ 6200/15807] lr: 1.4777e-04 eta: 22:45:51 time: 0.4959 data_time: 0.0015 memory: 12269 loss: 0.1353 loss_ctc: 0.1353 2022/12/28 18:38:29 - mmengine - INFO - Epoch(train) [11][ 6300/15807] lr: 1.4764e-04 eta: 22:44:57 time: 0.5491 data_time: 0.0014 memory: 12269 loss: 0.1695 loss_ctc: 0.1695 2022/12/28 18:39:22 - mmengine - INFO - Epoch(train) [11][ 6400/15807] lr: 1.4751e-04 eta: 22:44:02 time: 0.5672 data_time: 0.0014 memory: 12269 loss: 0.1512 loss_ctc: 0.1512 2022/12/28 18:40:15 - mmengine - INFO - Epoch(train) [11][ 6500/15807] lr: 1.4738e-04 eta: 22:43:07 time: 0.5222 data_time: 0.0016 memory: 12269 loss: 0.1994 loss_ctc: 0.1994 2022/12/28 18:41:08 - mmengine - INFO - Epoch(train) [11][ 6600/15807] lr: 1.4725e-04 eta: 22:42:13 time: 0.5368 data_time: 0.0022 memory: 12269 loss: 0.1571 loss_ctc: 0.1571 2022/12/28 18:42:02 - mmengine - INFO - Epoch(train) [11][ 6700/15807] lr: 1.4713e-04 eta: 22:41:18 time: 0.5394 data_time: 0.0051 memory: 12269 loss: 0.1178 loss_ctc: 0.1178 2022/12/28 18:42:56 - mmengine - INFO - Epoch(train) [11][ 6800/15807] lr: 1.4700e-04 eta: 22:40:24 time: 0.5444 data_time: 0.0014 memory: 12269 loss: 0.1305 loss_ctc: 0.1305 2022/12/28 18:43:48 - mmengine - INFO - Epoch(train) [11][ 6900/15807] lr: 1.4687e-04 eta: 22:39:29 time: 0.5104 data_time: 0.0015 memory: 12269 loss: 0.0973 loss_ctc: 0.0973 2022/12/28 18:44:04 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 18:44:42 - mmengine - INFO - Epoch(train) [11][ 7000/15807] lr: 1.4674e-04 eta: 22:38:35 time: 0.5338 data_time: 0.0016 memory: 12269 loss: 0.1573 loss_ctc: 0.1573 2022/12/28 18:45:36 - mmengine - INFO - Epoch(train) [11][ 7100/15807] lr: 1.4661e-04 eta: 22:37:41 time: 0.5356 data_time: 0.0013 memory: 12269 loss: 0.1431 loss_ctc: 0.1431 2022/12/28 18:46:29 - mmengine - INFO - Epoch(train) [11][ 7200/15807] lr: 1.4648e-04 eta: 22:36:46 time: 0.5128 data_time: 0.0013 memory: 12269 loss: 0.1437 loss_ctc: 0.1437 2022/12/28 18:47:22 - mmengine - INFO - Epoch(train) [11][ 7300/15807] lr: 1.4635e-04 eta: 22:35:51 time: 0.5241 data_time: 0.0013 memory: 12269 loss: 0.1136 loss_ctc: 0.1136 2022/12/28 18:48:15 - mmengine - INFO - Epoch(train) [11][ 7400/15807] lr: 1.4622e-04 eta: 22:34:56 time: 0.5007 data_time: 0.0057 memory: 12269 loss: 0.1612 loss_ctc: 0.1612 2022/12/28 18:49:09 - mmengine - INFO - Epoch(train) [11][ 7500/15807] lr: 1.4610e-04 eta: 22:34:02 time: 0.5806 data_time: 0.0031 memory: 12269 loss: 0.1194 loss_ctc: 0.1194 2022/12/28 18:50:02 - mmengine - INFO - Epoch(train) [11][ 7600/15807] lr: 1.4597e-04 eta: 22:33:07 time: 0.5414 data_time: 0.0014 memory: 12269 loss: 0.1543 loss_ctc: 0.1543 2022/12/28 18:50:54 - mmengine - INFO - Epoch(train) [11][ 7700/15807] lr: 1.4584e-04 eta: 22:32:12 time: 0.5237 data_time: 0.0022 memory: 12269 loss: 0.1318 loss_ctc: 0.1318 2022/12/28 18:51:49 - mmengine - INFO - Epoch(train) [11][ 7800/15807] lr: 1.4571e-04 eta: 22:31:19 time: 0.5458 data_time: 0.0013 memory: 12269 loss: 0.1438 loss_ctc: 0.1438 2022/12/28 18:52:42 - mmengine - INFO - Epoch(train) [11][ 7900/15807] lr: 1.4558e-04 eta: 22:30:24 time: 0.5242 data_time: 0.0014 memory: 12269 loss: 0.1571 loss_ctc: 0.1571 2022/12/28 18:52:58 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 18:53:36 - mmengine - INFO - Epoch(train) [11][ 8000/15807] lr: 1.4545e-04 eta: 22:29:30 time: 0.5373 data_time: 0.0019 memory: 12269 loss: 0.1465 loss_ctc: 0.1465 2022/12/28 18:54:29 - mmengine - INFO - Epoch(train) [11][ 8100/15807] lr: 1.4532e-04 eta: 22:28:35 time: 0.5233 data_time: 0.0013 memory: 12269 loss: 0.1317 loss_ctc: 0.1317 2022/12/28 18:55:22 - mmengine - INFO - Epoch(train) [11][ 8200/15807] lr: 1.4519e-04 eta: 22:27:40 time: 0.5912 data_time: 0.0013 memory: 12269 loss: 0.1222 loss_ctc: 0.1222 2022/12/28 18:56:15 - mmengine - INFO - Epoch(train) [11][ 8300/15807] lr: 1.4506e-04 eta: 22:26:45 time: 0.5369 data_time: 0.0026 memory: 12269 loss: 0.1488 loss_ctc: 0.1488 2022/12/28 18:57:08 - mmengine - INFO - Epoch(train) [11][ 8400/15807] lr: 1.4493e-04 eta: 22:25:51 time: 0.5650 data_time: 0.0027 memory: 12269 loss: 0.1219 loss_ctc: 0.1219 2022/12/28 18:58:01 - mmengine - INFO - Epoch(train) [11][ 8500/15807] lr: 1.4481e-04 eta: 22:24:56 time: 0.5200 data_time: 0.0013 memory: 12269 loss: 0.1392 loss_ctc: 0.1392 2022/12/28 18:58:53 - mmengine - INFO - Epoch(train) [11][ 8600/15807] lr: 1.4468e-04 eta: 22:24:00 time: 0.4970 data_time: 0.0015 memory: 12269 loss: 0.1477 loss_ctc: 0.1477 2022/12/28 18:59:46 - mmengine - INFO - Epoch(train) [11][ 8700/15807] lr: 1.4455e-04 eta: 22:23:05 time: 0.4979 data_time: 0.0012 memory: 12269 loss: 0.1425 loss_ctc: 0.1425 2022/12/28 19:00:39 - mmengine - INFO - Epoch(train) [11][ 8800/15807] lr: 1.4442e-04 eta: 22:22:10 time: 0.5487 data_time: 0.0012 memory: 12269 loss: 0.1188 loss_ctc: 0.1188 2022/12/28 19:01:33 - mmengine - INFO - Epoch(train) [11][ 8900/15807] lr: 1.4429e-04 eta: 22:21:16 time: 0.5188 data_time: 0.0016 memory: 12269 loss: 0.1219 loss_ctc: 0.1219 2022/12/28 19:01:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 19:02:27 - mmengine - INFO - Epoch(train) [11][ 9000/15807] lr: 1.4416e-04 eta: 22:20:22 time: 0.5173 data_time: 0.0016 memory: 12269 loss: 0.1643 loss_ctc: 0.1643 2022/12/28 19:03:19 - mmengine - INFO - Epoch(train) [11][ 9100/15807] lr: 1.4403e-04 eta: 22:19:27 time: 0.5085 data_time: 0.0015 memory: 12269 loss: 0.1379 loss_ctc: 0.1379 2022/12/28 19:04:13 - mmengine - INFO - Epoch(train) [11][ 9200/15807] lr: 1.4390e-04 eta: 22:18:33 time: 0.5061 data_time: 0.0014 memory: 12269 loss: 0.1338 loss_ctc: 0.1338 2022/12/28 19:05:07 - mmengine - INFO - Epoch(train) [11][ 9300/15807] lr: 1.4377e-04 eta: 22:17:39 time: 0.5072 data_time: 0.0035 memory: 12269 loss: 0.1717 loss_ctc: 0.1717 2022/12/28 19:05:59 - mmengine - INFO - Epoch(train) [11][ 9400/15807] lr: 1.4364e-04 eta: 22:16:44 time: 0.5178 data_time: 0.0016 memory: 12269 loss: 0.1355 loss_ctc: 0.1355 2022/12/28 19:06:52 - mmengine - INFO - Epoch(train) [11][ 9500/15807] lr: 1.4351e-04 eta: 22:15:49 time: 0.5080 data_time: 0.0014 memory: 12269 loss: 0.1120 loss_ctc: 0.1120 2022/12/28 19:07:46 - mmengine - INFO - Epoch(train) [11][ 9600/15807] lr: 1.4338e-04 eta: 22:14:55 time: 0.5164 data_time: 0.0013 memory: 12269 loss: 0.1141 loss_ctc: 0.1141 2022/12/28 19:08:39 - mmengine - INFO - Epoch(train) [11][ 9700/15807] lr: 1.4326e-04 eta: 22:14:00 time: 0.4991 data_time: 0.0015 memory: 12269 loss: 0.1568 loss_ctc: 0.1568 2022/12/28 19:09:32 - mmengine - INFO - Epoch(train) [11][ 9800/15807] lr: 1.4313e-04 eta: 22:13:05 time: 0.5177 data_time: 0.0013 memory: 12269 loss: 0.1597 loss_ctc: 0.1597 2022/12/28 19:10:24 - mmengine - INFO - Epoch(train) [11][ 9900/15807] lr: 1.4300e-04 eta: 22:12:10 time: 0.5324 data_time: 0.0014 memory: 12269 loss: 0.1088 loss_ctc: 0.1088 2022/12/28 19:10:40 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 19:11:17 - mmengine - INFO - Epoch(train) [11][10000/15807] lr: 1.4287e-04 eta: 22:11:15 time: 0.5469 data_time: 0.0013 memory: 12269 loss: 0.1433 loss_ctc: 0.1433 2022/12/28 19:12:10 - mmengine - INFO - Epoch(train) [11][10100/15807] lr: 1.4274e-04 eta: 22:10:20 time: 0.5292 data_time: 0.0035 memory: 12269 loss: 0.1279 loss_ctc: 0.1279 2022/12/28 19:13:03 - mmengine - INFO - Epoch(train) [11][10200/15807] lr: 1.4261e-04 eta: 22:09:25 time: 0.5453 data_time: 0.0017 memory: 12269 loss: 0.1531 loss_ctc: 0.1531 2022/12/28 19:13:56 - mmengine - INFO - Epoch(train) [11][10300/15807] lr: 1.4248e-04 eta: 22:08:30 time: 0.5223 data_time: 0.0024 memory: 12269 loss: 0.1442 loss_ctc: 0.1442 2022/12/28 19:14:49 - mmengine - INFO - Epoch(train) [11][10400/15807] lr: 1.4235e-04 eta: 22:07:35 time: 0.5250 data_time: 0.0015 memory: 12269 loss: 0.1289 loss_ctc: 0.1289 2022/12/28 19:15:42 - mmengine - INFO - Epoch(train) [11][10500/15807] lr: 1.4222e-04 eta: 22:06:40 time: 0.5293 data_time: 0.0013 memory: 12269 loss: 0.1115 loss_ctc: 0.1115 2022/12/28 19:16:35 - mmengine - INFO - Epoch(train) [11][10600/15807] lr: 1.4209e-04 eta: 22:05:45 time: 0.5376 data_time: 0.0042 memory: 12269 loss: 0.1637 loss_ctc: 0.1637 2022/12/28 19:17:27 - mmengine - INFO - Epoch(train) [11][10700/15807] lr: 1.4196e-04 eta: 22:04:50 time: 0.5115 data_time: 0.0013 memory: 12269 loss: 0.1459 loss_ctc: 0.1459 2022/12/28 19:18:20 - mmengine - INFO - Epoch(train) [11][10800/15807] lr: 1.4183e-04 eta: 22:03:55 time: 0.5070 data_time: 0.0063 memory: 12269 loss: 0.1260 loss_ctc: 0.1260 2022/12/28 19:19:12 - mmengine - INFO - Epoch(train) [11][10900/15807] lr: 1.4170e-04 eta: 22:03:00 time: 0.4879 data_time: 0.0015 memory: 12269 loss: 0.1264 loss_ctc: 0.1264 2022/12/28 19:19:28 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 19:20:05 - mmengine - INFO - Epoch(train) [11][11000/15807] lr: 1.4157e-04 eta: 22:02:05 time: 0.5545 data_time: 0.0026 memory: 12269 loss: 0.1640 loss_ctc: 0.1640 2022/12/28 19:20:59 - mmengine - INFO - Epoch(train) [11][11100/15807] lr: 1.4144e-04 eta: 22:01:11 time: 0.5004 data_time: 0.0014 memory: 12269 loss: 0.1300 loss_ctc: 0.1300 2022/12/28 19:21:52 - mmengine - INFO - Epoch(train) [11][11200/15807] lr: 1.4131e-04 eta: 22:00:16 time: 0.5354 data_time: 0.0014 memory: 12269 loss: 0.1034 loss_ctc: 0.1034 2022/12/28 19:22:44 - mmengine - INFO - Epoch(train) [11][11300/15807] lr: 1.4118e-04 eta: 21:59:20 time: 0.4781 data_time: 0.0020 memory: 12269 loss: 0.1299 loss_ctc: 0.1299 2022/12/28 19:23:38 - mmengine - INFO - Epoch(train) [11][11400/15807] lr: 1.4105e-04 eta: 21:58:26 time: 0.5935 data_time: 0.0018 memory: 12269 loss: 0.1568 loss_ctc: 0.1568 2022/12/28 19:24:31 - mmengine - INFO - Epoch(train) [11][11500/15807] lr: 1.4092e-04 eta: 21:57:32 time: 0.5256 data_time: 0.0015 memory: 12269 loss: 0.1059 loss_ctc: 0.1059 2022/12/28 19:25:25 - mmengine - INFO - Epoch(train) [11][11600/15807] lr: 1.4079e-04 eta: 21:56:38 time: 0.5497 data_time: 0.0014 memory: 12269 loss: 0.1245 loss_ctc: 0.1245 2022/12/28 19:26:17 - mmengine - INFO - Epoch(train) [11][11700/15807] lr: 1.4066e-04 eta: 21:55:42 time: 0.5504 data_time: 0.0100 memory: 12269 loss: 0.1390 loss_ctc: 0.1390 2022/12/28 19:27:10 - mmengine - INFO - Epoch(train) [11][11800/15807] lr: 1.4053e-04 eta: 21:54:48 time: 0.5605 data_time: 0.0046 memory: 12269 loss: 0.1184 loss_ctc: 0.1184 2022/12/28 19:28:04 - mmengine - INFO - Epoch(train) [11][11900/15807] lr: 1.4040e-04 eta: 21:53:53 time: 0.5629 data_time: 0.0017 memory: 12269 loss: 0.1460 loss_ctc: 0.1460 2022/12/28 19:28:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 19:28:57 - mmengine - INFO - Epoch(train) [11][12000/15807] lr: 1.4028e-04 eta: 21:52:59 time: 0.5631 data_time: 0.0021 memory: 12269 loss: 0.1335 loss_ctc: 0.1335 2022/12/28 19:29:49 - mmengine - INFO - Epoch(train) [11][12100/15807] lr: 1.4015e-04 eta: 21:52:03 time: 0.4977 data_time: 0.0041 memory: 12269 loss: 0.1410 loss_ctc: 0.1410 2022/12/28 19:30:42 - mmengine - INFO - Epoch(train) [11][12200/15807] lr: 1.4002e-04 eta: 21:51:09 time: 0.5382 data_time: 0.0019 memory: 12269 loss: 0.1557 loss_ctc: 0.1557 2022/12/28 19:31:35 - mmengine - INFO - Epoch(train) [11][12300/15807] lr: 1.3989e-04 eta: 21:50:14 time: 0.5239 data_time: 0.0014 memory: 12269 loss: 0.1375 loss_ctc: 0.1375 2022/12/28 19:32:28 - mmengine - INFO - Epoch(train) [11][12400/15807] lr: 1.3976e-04 eta: 21:49:19 time: 0.5435 data_time: 0.0022 memory: 12269 loss: 0.1087 loss_ctc: 0.1087 2022/12/28 19:33:21 - mmengine - INFO - Epoch(train) [11][12500/15807] lr: 1.3963e-04 eta: 21:48:24 time: 0.5452 data_time: 0.0013 memory: 12269 loss: 0.1438 loss_ctc: 0.1438 2022/12/28 19:34:14 - mmengine - INFO - Epoch(train) [11][12600/15807] lr: 1.3950e-04 eta: 21:47:30 time: 0.5140 data_time: 0.0012 memory: 12269 loss: 0.1468 loss_ctc: 0.1468 2022/12/28 19:35:07 - mmengine - INFO - Epoch(train) [11][12700/15807] lr: 1.3937e-04 eta: 21:46:35 time: 0.5443 data_time: 0.0024 memory: 12269 loss: 0.1437 loss_ctc: 0.1437 2022/12/28 19:36:00 - mmengine - INFO - Epoch(train) [11][12800/15807] lr: 1.3924e-04 eta: 21:45:40 time: 0.5017 data_time: 0.0035 memory: 12269 loss: 0.1148 loss_ctc: 0.1148 2022/12/28 19:36:53 - mmengine - INFO - Epoch(train) [11][12900/15807] lr: 1.3911e-04 eta: 21:44:45 time: 0.5337 data_time: 0.0014 memory: 12269 loss: 0.1152 loss_ctc: 0.1152 2022/12/28 19:37:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 19:37:46 - mmengine - INFO - Epoch(train) [11][13000/15807] lr: 1.3898e-04 eta: 21:43:50 time: 0.5188 data_time: 0.0016 memory: 12269 loss: 0.1499 loss_ctc: 0.1499 2022/12/28 19:38:38 - mmengine - INFO - Epoch(train) [11][13100/15807] lr: 1.3885e-04 eta: 21:42:55 time: 0.5290 data_time: 0.0018 memory: 12269 loss: 0.1315 loss_ctc: 0.1315 2022/12/28 19:39:31 - mmengine - INFO - Epoch(train) [11][13200/15807] lr: 1.3872e-04 eta: 21:42:01 time: 0.5278 data_time: 0.0014 memory: 12269 loss: 0.1444 loss_ctc: 0.1444 2022/12/28 19:40:24 - mmengine - INFO - Epoch(train) [11][13300/15807] lr: 1.3859e-04 eta: 21:41:06 time: 0.5072 data_time: 0.0016 memory: 12269 loss: 0.1574 loss_ctc: 0.1574 2022/12/28 19:41:17 - mmengine - INFO - Epoch(train) [11][13400/15807] lr: 1.3846e-04 eta: 21:40:11 time: 0.5114 data_time: 0.0018 memory: 12269 loss: 0.1440 loss_ctc: 0.1440 2022/12/28 19:42:10 - mmengine - INFO - Epoch(train) [11][13500/15807] lr: 1.3833e-04 eta: 21:39:16 time: 0.5312 data_time: 0.0016 memory: 12269 loss: 0.1406 loss_ctc: 0.1406 2022/12/28 19:43:04 - mmengine - INFO - Epoch(train) [11][13600/15807] lr: 1.3820e-04 eta: 21:38:22 time: 0.5435 data_time: 0.0022 memory: 12269 loss: 0.0982 loss_ctc: 0.0982 2022/12/28 19:43:57 - mmengine - INFO - Epoch(train) [11][13700/15807] lr: 1.3807e-04 eta: 21:37:27 time: 0.5108 data_time: 0.0016 memory: 12269 loss: 0.1072 loss_ctc: 0.1072 2022/12/28 19:44:50 - mmengine - INFO - Epoch(train) [11][13800/15807] lr: 1.3794e-04 eta: 21:36:33 time: 0.5262 data_time: 0.0017 memory: 12269 loss: 0.1130 loss_ctc: 0.1130 2022/12/28 19:45:43 - mmengine - INFO - Epoch(train) [11][13900/15807] lr: 1.3781e-04 eta: 21:35:38 time: 0.5179 data_time: 0.0012 memory: 12269 loss: 0.1157 loss_ctc: 0.1157 2022/12/28 19:45:59 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 19:46:36 - mmengine - INFO - Epoch(train) [11][14000/15807] lr: 1.3768e-04 eta: 21:34:43 time: 0.5066 data_time: 0.0013 memory: 12269 loss: 0.1596 loss_ctc: 0.1596 2022/12/28 19:47:28 - mmengine - INFO - Epoch(train) [11][14100/15807] lr: 1.3755e-04 eta: 21:33:48 time: 0.5139 data_time: 0.0013 memory: 12269 loss: 0.1591 loss_ctc: 0.1591 2022/12/28 19:48:22 - mmengine - INFO - Epoch(train) [11][14200/15807] lr: 1.3742e-04 eta: 21:32:54 time: 0.5407 data_time: 0.0014 memory: 12269 loss: 0.1739 loss_ctc: 0.1739 2022/12/28 19:49:14 - mmengine - INFO - Epoch(train) [11][14300/15807] lr: 1.3729e-04 eta: 21:31:59 time: 0.5069 data_time: 0.0014 memory: 12269 loss: 0.1203 loss_ctc: 0.1203 2022/12/28 19:50:08 - mmengine - INFO - Epoch(train) [11][14400/15807] lr: 1.3716e-04 eta: 21:31:04 time: 0.5289 data_time: 0.0055 memory: 12269 loss: 0.1365 loss_ctc: 0.1365 2022/12/28 19:51:01 - mmengine - INFO - Epoch(train) [11][14500/15807] lr: 1.3703e-04 eta: 21:30:10 time: 0.5386 data_time: 0.0014 memory: 12269 loss: 0.1419 loss_ctc: 0.1419 2022/12/28 19:51:54 - mmengine - INFO - Epoch(train) [11][14600/15807] lr: 1.3690e-04 eta: 21:29:15 time: 0.5428 data_time: 0.0013 memory: 12269 loss: 0.1183 loss_ctc: 0.1183 2022/12/28 19:52:46 - mmengine - INFO - Epoch(train) [11][14700/15807] lr: 1.3677e-04 eta: 21:28:20 time: 0.5350 data_time: 0.0013 memory: 12269 loss: 0.1182 loss_ctc: 0.1182 2022/12/28 19:53:39 - mmengine - INFO - Epoch(train) [11][14800/15807] lr: 1.3664e-04 eta: 21:27:25 time: 0.4944 data_time: 0.0013 memory: 12269 loss: 0.1115 loss_ctc: 0.1115 2022/12/28 19:54:32 - mmengine - INFO - Epoch(train) [11][14900/15807] lr: 1.3651e-04 eta: 21:26:30 time: 0.5414 data_time: 0.0013 memory: 12269 loss: 0.1640 loss_ctc: 0.1640 2022/12/28 19:54:48 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 19:55:26 - mmengine - INFO - Epoch(train) [11][15000/15807] lr: 1.3637e-04 eta: 21:25:36 time: 0.5506 data_time: 0.0016 memory: 12269 loss: 0.1482 loss_ctc: 0.1482 2022/12/28 19:56:19 - mmengine - INFO - Epoch(train) [11][15100/15807] lr: 1.3624e-04 eta: 21:24:42 time: 0.5604 data_time: 0.0029 memory: 12269 loss: 0.1418 loss_ctc: 0.1418 2022/12/28 19:57:12 - mmengine - INFO - Epoch(train) [11][15200/15807] lr: 1.3611e-04 eta: 21:23:47 time: 0.5701 data_time: 0.0040 memory: 12269 loss: 0.1393 loss_ctc: 0.1393 2022/12/28 19:58:05 - mmengine - INFO - Epoch(train) [11][15300/15807] lr: 1.3598e-04 eta: 21:22:52 time: 0.5658 data_time: 0.0014 memory: 12269 loss: 0.1587 loss_ctc: 0.1587 2022/12/28 19:58:58 - mmengine - INFO - Epoch(train) [11][15400/15807] lr: 1.3585e-04 eta: 21:21:58 time: 0.5450 data_time: 0.0029 memory: 12269 loss: 0.1293 loss_ctc: 0.1293 2022/12/28 19:59:51 - mmengine - INFO - Epoch(train) [11][15500/15807] lr: 1.3572e-04 eta: 21:21:03 time: 0.5466 data_time: 0.0040 memory: 12269 loss: 0.1262 loss_ctc: 0.1262 2022/12/28 20:00:44 - mmengine - INFO - Epoch(train) [11][15600/15807] lr: 1.3559e-04 eta: 21:20:08 time: 0.5501 data_time: 0.0015 memory: 12269 loss: 0.1219 loss_ctc: 0.1219 2022/12/28 20:01:36 - mmengine - INFO - Epoch(train) [11][15700/15807] lr: 1.3546e-04 eta: 21:19:13 time: 0.5432 data_time: 0.0014 memory: 12269 loss: 0.1235 loss_ctc: 0.1235 2022/12/28 20:02:28 - mmengine - INFO - Epoch(train) [11][15800/15807] lr: 1.3533e-04 eta: 21:18:17 time: 0.4630 data_time: 0.0013 memory: 12269 loss: 0.1369 loss_ctc: 0.1369 2022/12/28 20:02:31 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:02:31 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/12/28 20:02:38 - mmengine - INFO - Epoch(val) [11][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.8576 CUTE80/recog/word_acc_ignore_case_symbol: 0.8576 IIIT5K/recog/word_acc: 0.0640 IIIT5K/recog/word_acc_ignore_case: 0.8430 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8430 SVT/recog/word_acc: 0.8856 SVT/recog/word_acc_ignore_case: 0.8856 SVT/recog/word_acc_ignore_case_symbol: 0.8856 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8310 SVTP/recog/word_acc_ignore_case_symbol: 0.8310 IC13/recog/word_acc: 0.2847 IC13/recog/word_acc_ignore_case: 0.9340 IC13/recog/word_acc_ignore_case_symbol: 0.9340 IC15/recog/word_acc: 0.1165 IC15/recog/word_acc_ignore_case: 0.7212 IC15/recog/word_acc_ignore_case_symbol: 0.7294 CUTE80/recog/char_recall: 0.9523 CUTE80/recog/char_precision: 0.9365 IIIT5K/recog/char_recall: 0.9860 IIIT5K/recog/char_precision: 0.9056 SVT/recog/char_recall: 0.9755 SVT/recog/char_precision: 0.9608 SVTP/recog/char_recall: 0.9424 SVTP/recog/char_precision: 0.9538 IC13/recog/char_recall: 0.9872 IC13/recog/char_precision: 0.9746 IC15/recog/char_recall: 0.9228 IC15/recog/char_precision: 0.8893 2022/12/28 20:03:37 - mmengine - INFO - Epoch(train) [12][ 100/15807] lr: 1.3519e-04 eta: 21:17:23 time: 0.5548 data_time: 0.0016 memory: 12269 loss: 0.1461 loss_ctc: 0.1461 2022/12/28 20:03:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:04:31 - mmengine - INFO - Epoch(train) [12][ 200/15807] lr: 1.3506e-04 eta: 21:16:29 time: 0.5524 data_time: 0.0030 memory: 12269 loss: 0.1538 loss_ctc: 0.1538 2022/12/28 20:05:24 - mmengine - INFO - Epoch(train) [12][ 300/15807] lr: 1.3493e-04 eta: 21:15:34 time: 0.5006 data_time: 0.0014 memory: 12269 loss: 0.1525 loss_ctc: 0.1525 2022/12/28 20:06:17 - mmengine - INFO - Epoch(train) [12][ 400/15807] lr: 1.3480e-04 eta: 21:14:39 time: 0.5335 data_time: 0.0015 memory: 12269 loss: 0.1314 loss_ctc: 0.1314 2022/12/28 20:07:09 - mmengine - INFO - Epoch(train) [12][ 500/15807] lr: 1.3467e-04 eta: 21:13:44 time: 0.4943 data_time: 0.0014 memory: 12269 loss: 0.1245 loss_ctc: 0.1245 2022/12/28 20:08:02 - mmengine - INFO - Epoch(train) [12][ 600/15807] lr: 1.3454e-04 eta: 21:12:49 time: 0.5563 data_time: 0.0014 memory: 12269 loss: 0.1279 loss_ctc: 0.1279 2022/12/28 20:08:56 - mmengine - INFO - Epoch(train) [12][ 700/15807] lr: 1.3441e-04 eta: 21:11:55 time: 0.5222 data_time: 0.0021 memory: 12269 loss: 0.1185 loss_ctc: 0.1185 2022/12/28 20:09:49 - mmengine - INFO - Epoch(train) [12][ 800/15807] lr: 1.3428e-04 eta: 21:11:01 time: 0.5446 data_time: 0.0014 memory: 12269 loss: 0.1374 loss_ctc: 0.1374 2022/12/28 20:10:42 - mmengine - INFO - Epoch(train) [12][ 900/15807] lr: 1.3415e-04 eta: 21:10:07 time: 0.5336 data_time: 0.0019 memory: 12269 loss: 0.1467 loss_ctc: 0.1467 2022/12/28 20:11:35 - mmengine - INFO - Epoch(train) [12][ 1000/15807] lr: 1.3402e-04 eta: 21:09:11 time: 0.5007 data_time: 0.0032 memory: 12269 loss: 0.1251 loss_ctc: 0.1251 2022/12/28 20:12:28 - mmengine - INFO - Epoch(train) [12][ 1100/15807] lr: 1.3389e-04 eta: 21:08:17 time: 0.5635 data_time: 0.0012 memory: 12269 loss: 0.1503 loss_ctc: 0.1503 2022/12/28 20:12:40 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:13:21 - mmengine - INFO - Epoch(train) [12][ 1200/15807] lr: 1.3376e-04 eta: 21:07:22 time: 0.5202 data_time: 0.0020 memory: 12269 loss: 0.0940 loss_ctc: 0.0940 2022/12/28 20:14:14 - mmengine - INFO - Epoch(train) [12][ 1300/15807] lr: 1.3363e-04 eta: 21:06:28 time: 0.5564 data_time: 0.0028 memory: 12269 loss: 0.1573 loss_ctc: 0.1573 2022/12/28 20:15:08 - mmengine - INFO - Epoch(train) [12][ 1400/15807] lr: 1.3350e-04 eta: 21:05:34 time: 0.5508 data_time: 0.0013 memory: 12269 loss: 0.1496 loss_ctc: 0.1496 2022/12/28 20:16:01 - mmengine - INFO - Epoch(train) [12][ 1500/15807] lr: 1.3337e-04 eta: 21:04:39 time: 0.5285 data_time: 0.0015 memory: 12269 loss: 0.1116 loss_ctc: 0.1116 2022/12/28 20:16:53 - mmengine - INFO - Epoch(train) [12][ 1600/15807] lr: 1.3324e-04 eta: 21:03:44 time: 0.5403 data_time: 0.0013 memory: 12269 loss: 0.1316 loss_ctc: 0.1316 2022/12/28 20:17:46 - mmengine - INFO - Epoch(train) [12][ 1700/15807] lr: 1.3311e-04 eta: 21:02:49 time: 0.5482 data_time: 0.0020 memory: 12269 loss: 0.1279 loss_ctc: 0.1279 2022/12/28 20:18:39 - mmengine - INFO - Epoch(train) [12][ 1800/15807] lr: 1.3298e-04 eta: 21:01:54 time: 0.5570 data_time: 0.0023 memory: 12269 loss: 0.1548 loss_ctc: 0.1548 2022/12/28 20:19:32 - mmengine - INFO - Epoch(train) [12][ 1900/15807] lr: 1.3285e-04 eta: 21:01:00 time: 0.5798 data_time: 0.0026 memory: 12269 loss: 0.1098 loss_ctc: 0.1098 2022/12/28 20:20:26 - mmengine - INFO - Epoch(train) [12][ 2000/15807] lr: 1.3272e-04 eta: 21:00:06 time: 0.5667 data_time: 0.0024 memory: 12269 loss: 0.1124 loss_ctc: 0.1124 2022/12/28 20:21:19 - mmengine - INFO - Epoch(train) [12][ 2100/15807] lr: 1.3258e-04 eta: 20:59:11 time: 0.5439 data_time: 0.0016 memory: 12269 loss: 0.1243 loss_ctc: 0.1243 2022/12/28 20:21:31 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:22:12 - mmengine - INFO - Epoch(train) [12][ 2200/15807] lr: 1.3245e-04 eta: 20:58:16 time: 0.5617 data_time: 0.0016 memory: 12269 loss: 0.1554 loss_ctc: 0.1554 2022/12/28 20:23:04 - mmengine - INFO - Epoch(train) [12][ 2300/15807] lr: 1.3232e-04 eta: 20:57:21 time: 0.4991 data_time: 0.0014 memory: 12269 loss: 0.1326 loss_ctc: 0.1326 2022/12/28 20:23:57 - mmengine - INFO - Epoch(train) [12][ 2400/15807] lr: 1.3219e-04 eta: 20:56:26 time: 0.5455 data_time: 0.0013 memory: 12269 loss: 0.1454 loss_ctc: 0.1454 2022/12/28 20:24:50 - mmengine - INFO - Epoch(train) [12][ 2500/15807] lr: 1.3206e-04 eta: 20:55:31 time: 0.5477 data_time: 0.0015 memory: 12269 loss: 0.1538 loss_ctc: 0.1538 2022/12/28 20:25:43 - mmengine - INFO - Epoch(train) [12][ 2600/15807] lr: 1.3193e-04 eta: 20:54:37 time: 0.5291 data_time: 0.0018 memory: 12269 loss: 0.1684 loss_ctc: 0.1684 2022/12/28 20:26:36 - mmengine - INFO - Epoch(train) [12][ 2700/15807] lr: 1.3180e-04 eta: 20:53:42 time: 0.5355 data_time: 0.0017 memory: 12269 loss: 0.1290 loss_ctc: 0.1290 2022/12/28 20:27:29 - mmengine - INFO - Epoch(train) [12][ 2800/15807] lr: 1.3167e-04 eta: 20:52:48 time: 0.5149 data_time: 0.0015 memory: 12269 loss: 0.1469 loss_ctc: 0.1469 2022/12/28 20:28:23 - mmengine - INFO - Epoch(train) [12][ 2900/15807] lr: 1.3154e-04 eta: 20:51:54 time: 0.5691 data_time: 0.0016 memory: 12269 loss: 0.1276 loss_ctc: 0.1276 2022/12/28 20:29:16 - mmengine - INFO - Epoch(train) [12][ 3000/15807] lr: 1.3141e-04 eta: 20:51:00 time: 0.5471 data_time: 0.0014 memory: 12269 loss: 0.1418 loss_ctc: 0.1418 2022/12/28 20:30:09 - mmengine - INFO - Epoch(train) [12][ 3100/15807] lr: 1.3128e-04 eta: 20:50:05 time: 0.4934 data_time: 0.0014 memory: 12269 loss: 0.1391 loss_ctc: 0.1391 2022/12/28 20:30:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:31:02 - mmengine - INFO - Epoch(train) [12][ 3200/15807] lr: 1.3115e-04 eta: 20:49:10 time: 0.5184 data_time: 0.0029 memory: 12269 loss: 0.1368 loss_ctc: 0.1368 2022/12/28 20:31:55 - mmengine - INFO - Epoch(train) [12][ 3300/15807] lr: 1.3102e-04 eta: 20:48:15 time: 0.4865 data_time: 0.0012 memory: 12269 loss: 0.1260 loss_ctc: 0.1260 2022/12/28 20:32:48 - mmengine - INFO - Epoch(train) [12][ 3400/15807] lr: 1.3089e-04 eta: 20:47:21 time: 0.5560 data_time: 0.0019 memory: 12269 loss: 0.1239 loss_ctc: 0.1239 2022/12/28 20:33:41 - mmengine - INFO - Epoch(train) [12][ 3500/15807] lr: 1.3076e-04 eta: 20:46:26 time: 0.5165 data_time: 0.0032 memory: 12269 loss: 0.1374 loss_ctc: 0.1374 2022/12/28 20:34:34 - mmengine - INFO - Epoch(train) [12][ 3600/15807] lr: 1.3063e-04 eta: 20:45:32 time: 0.5406 data_time: 0.0021 memory: 12269 loss: 0.1576 loss_ctc: 0.1576 2022/12/28 20:35:27 - mmengine - INFO - Epoch(train) [12][ 3700/15807] lr: 1.3050e-04 eta: 20:44:37 time: 0.5321 data_time: 0.0013 memory: 12269 loss: 0.1338 loss_ctc: 0.1338 2022/12/28 20:36:20 - mmengine - INFO - Epoch(train) [12][ 3800/15807] lr: 1.3037e-04 eta: 20:43:42 time: 0.5103 data_time: 0.0029 memory: 12269 loss: 0.1232 loss_ctc: 0.1232 2022/12/28 20:37:14 - mmengine - INFO - Epoch(train) [12][ 3900/15807] lr: 1.3023e-04 eta: 20:42:49 time: 0.5612 data_time: 0.0044 memory: 12269 loss: 0.1340 loss_ctc: 0.1340 2022/12/28 20:38:07 - mmengine - INFO - Epoch(train) [12][ 4000/15807] lr: 1.3010e-04 eta: 20:41:54 time: 0.5126 data_time: 0.0014 memory: 12269 loss: 0.1180 loss_ctc: 0.1180 2022/12/28 20:39:00 - mmengine - INFO - Epoch(train) [12][ 4100/15807] lr: 1.2997e-04 eta: 20:40:59 time: 0.5711 data_time: 0.0014 memory: 12269 loss: 0.1264 loss_ctc: 0.1264 2022/12/28 20:39:12 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:39:53 - mmengine - INFO - Epoch(train) [12][ 4200/15807] lr: 1.2984e-04 eta: 20:40:05 time: 0.5094 data_time: 0.0015 memory: 12269 loss: 0.1525 loss_ctc: 0.1525 2022/12/28 20:40:46 - mmengine - INFO - Epoch(train) [12][ 4300/15807] lr: 1.2971e-04 eta: 20:39:10 time: 0.5269 data_time: 0.0014 memory: 12269 loss: 0.1152 loss_ctc: 0.1152 2022/12/28 20:41:40 - mmengine - INFO - Epoch(train) [12][ 4400/15807] lr: 1.2958e-04 eta: 20:38:16 time: 0.5174 data_time: 0.0014 memory: 12269 loss: 0.0975 loss_ctc: 0.0975 2022/12/28 20:42:33 - mmengine - INFO - Epoch(train) [12][ 4500/15807] lr: 1.2945e-04 eta: 20:37:22 time: 0.5299 data_time: 0.0013 memory: 12269 loss: 0.1269 loss_ctc: 0.1269 2022/12/28 20:43:26 - mmengine - INFO - Epoch(train) [12][ 4600/15807] lr: 1.2932e-04 eta: 20:36:27 time: 0.5170 data_time: 0.0015 memory: 12269 loss: 0.1759 loss_ctc: 0.1759 2022/12/28 20:44:19 - mmengine - INFO - Epoch(train) [12][ 4700/15807] lr: 1.2919e-04 eta: 20:35:33 time: 0.5424 data_time: 0.0013 memory: 12269 loss: 0.1627 loss_ctc: 0.1627 2022/12/28 20:45:11 - mmengine - INFO - Epoch(train) [12][ 4800/15807] lr: 1.2906e-04 eta: 20:34:37 time: 0.5264 data_time: 0.0014 memory: 12269 loss: 0.1173 loss_ctc: 0.1173 2022/12/28 20:46:05 - mmengine - INFO - Epoch(train) [12][ 4900/15807] lr: 1.2893e-04 eta: 20:33:43 time: 0.5367 data_time: 0.0028 memory: 12269 loss: 0.1347 loss_ctc: 0.1347 2022/12/28 20:46:58 - mmengine - INFO - Epoch(train) [12][ 5000/15807] lr: 1.2880e-04 eta: 20:32:49 time: 0.5008 data_time: 0.0014 memory: 12269 loss: 0.1100 loss_ctc: 0.1100 2022/12/28 20:47:51 - mmengine - INFO - Epoch(train) [12][ 5100/15807] lr: 1.2867e-04 eta: 20:31:54 time: 0.5547 data_time: 0.0020 memory: 12269 loss: 0.1497 loss_ctc: 0.1497 2022/12/28 20:48:03 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:48:44 - mmengine - INFO - Epoch(train) [12][ 5200/15807] lr: 1.2854e-04 eta: 20:30:59 time: 0.5275 data_time: 0.0043 memory: 12269 loss: 0.1498 loss_ctc: 0.1498 2022/12/28 20:49:36 - mmengine - INFO - Epoch(train) [12][ 5300/15807] lr: 1.2841e-04 eta: 20:30:04 time: 0.5043 data_time: 0.0021 memory: 12269 loss: 0.1546 loss_ctc: 0.1546 2022/12/28 20:50:31 - mmengine - INFO - Epoch(train) [12][ 5400/15807] lr: 1.2827e-04 eta: 20:29:11 time: 0.5497 data_time: 0.0014 memory: 12269 loss: 0.1294 loss_ctc: 0.1294 2022/12/28 20:51:23 - mmengine - INFO - Epoch(train) [12][ 5500/15807] lr: 1.2814e-04 eta: 20:28:16 time: 0.4987 data_time: 0.0018 memory: 12269 loss: 0.1034 loss_ctc: 0.1034 2022/12/28 20:52:17 - mmengine - INFO - Epoch(train) [12][ 5600/15807] lr: 1.2801e-04 eta: 20:27:22 time: 0.5226 data_time: 0.0014 memory: 12269 loss: 0.1375 loss_ctc: 0.1375 2022/12/28 20:53:10 - mmengine - INFO - Epoch(train) [12][ 5700/15807] lr: 1.2788e-04 eta: 20:26:27 time: 0.5096 data_time: 0.0020 memory: 12269 loss: 0.1192 loss_ctc: 0.1192 2022/12/28 20:54:02 - mmengine - INFO - Epoch(train) [12][ 5800/15807] lr: 1.2775e-04 eta: 20:25:32 time: 0.5424 data_time: 0.0014 memory: 12269 loss: 0.1239 loss_ctc: 0.1239 2022/12/28 20:54:55 - mmengine - INFO - Epoch(train) [12][ 5900/15807] lr: 1.2762e-04 eta: 20:24:38 time: 0.5453 data_time: 0.0013 memory: 12269 loss: 0.1476 loss_ctc: 0.1476 2022/12/28 20:55:49 - mmengine - INFO - Epoch(train) [12][ 6000/15807] lr: 1.2749e-04 eta: 20:23:43 time: 0.5028 data_time: 0.0013 memory: 12269 loss: 0.1505 loss_ctc: 0.1505 2022/12/28 20:56:41 - mmengine - INFO - Epoch(train) [12][ 6100/15807] lr: 1.2736e-04 eta: 20:22:48 time: 0.5313 data_time: 0.0013 memory: 12269 loss: 0.1198 loss_ctc: 0.1198 2022/12/28 20:56:54 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 20:57:35 - mmengine - INFO - Epoch(train) [12][ 6200/15807] lr: 1.2723e-04 eta: 20:21:54 time: 0.5010 data_time: 0.0015 memory: 12269 loss: 0.1165 loss_ctc: 0.1165 2022/12/28 20:58:27 - mmengine - INFO - Epoch(train) [12][ 6300/15807] lr: 1.2710e-04 eta: 20:20:59 time: 0.4960 data_time: 0.0013 memory: 12269 loss: 0.1483 loss_ctc: 0.1483 2022/12/28 20:59:22 - mmengine - INFO - Epoch(train) [12][ 6400/15807] lr: 1.2697e-04 eta: 20:20:06 time: 0.5616 data_time: 0.0013 memory: 12269 loss: 0.1286 loss_ctc: 0.1286 2022/12/28 21:00:15 - mmengine - INFO - Epoch(train) [12][ 6500/15807] lr: 1.2684e-04 eta: 20:19:11 time: 0.5281 data_time: 0.0015 memory: 12269 loss: 0.1660 loss_ctc: 0.1660 2022/12/28 21:01:08 - mmengine - INFO - Epoch(train) [12][ 6600/15807] lr: 1.2671e-04 eta: 20:18:17 time: 0.5371 data_time: 0.0018 memory: 12269 loss: 0.1666 loss_ctc: 0.1666 2022/12/28 21:02:01 - mmengine - INFO - Epoch(train) [12][ 6700/15807] lr: 1.2657e-04 eta: 20:17:22 time: 0.5193 data_time: 0.0015 memory: 12269 loss: 0.1490 loss_ctc: 0.1490 2022/12/28 21:02:55 - mmengine - INFO - Epoch(train) [12][ 6800/15807] lr: 1.2644e-04 eta: 20:16:28 time: 0.5449 data_time: 0.0014 memory: 12269 loss: 0.1485 loss_ctc: 0.1485 2022/12/28 21:03:48 - mmengine - INFO - Epoch(train) [12][ 6900/15807] lr: 1.2631e-04 eta: 20:15:34 time: 0.5381 data_time: 0.0048 memory: 12269 loss: 0.1339 loss_ctc: 0.1339 2022/12/28 21:04:41 - mmengine - INFO - Epoch(train) [12][ 7000/15807] lr: 1.2618e-04 eta: 20:14:39 time: 0.4945 data_time: 0.0016 memory: 12269 loss: 0.1396 loss_ctc: 0.1396 2022/12/28 21:05:34 - mmengine - INFO - Epoch(train) [12][ 7100/15807] lr: 1.2605e-04 eta: 20:13:45 time: 0.5604 data_time: 0.0046 memory: 12269 loss: 0.1751 loss_ctc: 0.1751 2022/12/28 21:05:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 21:06:26 - mmengine - INFO - Epoch(train) [12][ 7200/15807] lr: 1.2592e-04 eta: 20:12:50 time: 0.4988 data_time: 0.0016 memory: 12269 loss: 0.1276 loss_ctc: 0.1276 2022/12/28 21:07:20 - mmengine - INFO - Epoch(train) [12][ 7300/15807] lr: 1.2579e-04 eta: 20:11:55 time: 0.5752 data_time: 0.0017 memory: 12269 loss: 0.1079 loss_ctc: 0.1079 2022/12/28 21:08:13 - mmengine - INFO - Epoch(train) [12][ 7400/15807] lr: 1.2566e-04 eta: 20:11:01 time: 0.5158 data_time: 0.0014 memory: 12269 loss: 0.1443 loss_ctc: 0.1443 2022/12/28 21:09:06 - mmengine - INFO - Epoch(train) [12][ 7500/15807] lr: 1.2553e-04 eta: 20:10:06 time: 0.5812 data_time: 0.0014 memory: 12269 loss: 0.1268 loss_ctc: 0.1268 2022/12/28 21:09:58 - mmengine - INFO - Epoch(train) [12][ 7600/15807] lr: 1.2540e-04 eta: 20:09:11 time: 0.5045 data_time: 0.0019 memory: 12269 loss: 0.1412 loss_ctc: 0.1412 2022/12/28 21:10:52 - mmengine - INFO - Epoch(train) [12][ 7700/15807] lr: 1.2527e-04 eta: 20:08:17 time: 0.5250 data_time: 0.0013 memory: 12269 loss: 0.1324 loss_ctc: 0.1324 2022/12/28 21:11:45 - mmengine - INFO - Epoch(train) [12][ 7800/15807] lr: 1.2514e-04 eta: 20:07:23 time: 0.5506 data_time: 0.0016 memory: 12269 loss: 0.1407 loss_ctc: 0.1407 2022/12/28 21:12:37 - mmengine - INFO - Epoch(train) [12][ 7900/15807] lr: 1.2501e-04 eta: 20:06:28 time: 0.4831 data_time: 0.0018 memory: 12269 loss: 0.1241 loss_ctc: 0.1241 2022/12/28 21:13:31 - mmengine - INFO - Epoch(train) [12][ 8000/15807] lr: 1.2488e-04 eta: 20:05:34 time: 0.5443 data_time: 0.0014 memory: 12269 loss: 0.1622 loss_ctc: 0.1622 2022/12/28 21:14:24 - mmengine - INFO - Epoch(train) [12][ 8100/15807] lr: 1.2474e-04 eta: 20:04:39 time: 0.5007 data_time: 0.0015 memory: 12269 loss: 0.1196 loss_ctc: 0.1196 2022/12/28 21:14:36 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 21:15:17 - mmengine - INFO - Epoch(train) [12][ 8200/15807] lr: 1.2461e-04 eta: 20:03:44 time: 0.5117 data_time: 0.0014 memory: 12269 loss: 0.1406 loss_ctc: 0.1406 2022/12/28 21:16:09 - mmengine - INFO - Epoch(train) [12][ 8300/15807] lr: 1.2448e-04 eta: 20:02:49 time: 0.4943 data_time: 0.0015 memory: 12269 loss: 0.1072 loss_ctc: 0.1072 2022/12/28 21:17:03 - mmengine - INFO - Epoch(train) [12][ 8400/15807] lr: 1.2435e-04 eta: 20:01:55 time: 0.5725 data_time: 0.0025 memory: 12269 loss: 0.1505 loss_ctc: 0.1505 2022/12/28 21:17:56 - mmengine - INFO - Epoch(train) [12][ 8500/15807] lr: 1.2422e-04 eta: 20:01:01 time: 0.5323 data_time: 0.0016 memory: 12269 loss: 0.1373 loss_ctc: 0.1373 2022/12/28 21:18:49 - mmengine - INFO - Epoch(train) [12][ 8600/15807] lr: 1.2409e-04 eta: 20:00:06 time: 0.5180 data_time: 0.0025 memory: 12269 loss: 0.1366 loss_ctc: 0.1366 2022/12/28 21:19:43 - mmengine - INFO - Epoch(train) [12][ 8700/15807] lr: 1.2396e-04 eta: 19:59:13 time: 0.5523 data_time: 0.0016 memory: 12269 loss: 0.1222 loss_ctc: 0.1222 2022/12/28 21:20:36 - mmengine - INFO - Epoch(train) [12][ 8800/15807] lr: 1.2383e-04 eta: 19:58:18 time: 0.5350 data_time: 0.0014 memory: 12269 loss: 0.1190 loss_ctc: 0.1190 2022/12/28 21:21:29 - mmengine - INFO - Epoch(train) [12][ 8900/15807] lr: 1.2370e-04 eta: 19:57:23 time: 0.5139 data_time: 0.0044 memory: 12269 loss: 0.1115 loss_ctc: 0.1115 2022/12/28 21:22:23 - mmengine - INFO - Epoch(train) [12][ 9000/15807] lr: 1.2357e-04 eta: 19:56:30 time: 0.5717 data_time: 0.0012 memory: 12269 loss: 0.1438 loss_ctc: 0.1438 2022/12/28 21:23:16 - mmengine - INFO - Epoch(train) [12][ 9100/15807] lr: 1.2344e-04 eta: 19:55:35 time: 0.5405 data_time: 0.0016 memory: 12269 loss: 0.1430 loss_ctc: 0.1430 2022/12/28 21:23:28 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 21:24:08 - mmengine - INFO - Epoch(train) [12][ 9200/15807] lr: 1.2331e-04 eta: 19:54:40 time: 0.5269 data_time: 0.0030 memory: 12269 loss: 0.1195 loss_ctc: 0.1195 2022/12/28 21:25:01 - mmengine - INFO - Epoch(train) [12][ 9300/15807] lr: 1.2318e-04 eta: 19:53:46 time: 0.5150 data_time: 0.0017 memory: 12269 loss: 0.1746 loss_ctc: 0.1746 2022/12/28 21:25:54 - mmengine - INFO - Epoch(train) [12][ 9400/15807] lr: 1.2304e-04 eta: 19:52:51 time: 0.5389 data_time: 0.0015 memory: 12269 loss: 0.1455 loss_ctc: 0.1455 2022/12/28 21:26:47 - mmengine - INFO - Epoch(train) [12][ 9500/15807] lr: 1.2291e-04 eta: 19:51:57 time: 0.5261 data_time: 0.0015 memory: 12269 loss: 0.1349 loss_ctc: 0.1349 2022/12/28 21:27:40 - mmengine - INFO - Epoch(train) [12][ 9600/15807] lr: 1.2278e-04 eta: 19:51:02 time: 0.5100 data_time: 0.0020 memory: 12269 loss: 0.1215 loss_ctc: 0.1215 2022/12/28 21:28:33 - mmengine - INFO - Epoch(train) [12][ 9700/15807] lr: 1.2265e-04 eta: 19:50:07 time: 0.5472 data_time: 0.0028 memory: 12269 loss: 0.1610 loss_ctc: 0.1610 2022/12/28 21:29:25 - mmengine - INFO - Epoch(train) [12][ 9800/15807] lr: 1.2252e-04 eta: 19:49:12 time: 0.5048 data_time: 0.0014 memory: 12269 loss: 0.1338 loss_ctc: 0.1338 2022/12/28 21:30:18 - mmengine - INFO - Epoch(train) [12][ 9900/15807] lr: 1.2239e-04 eta: 19:48:18 time: 0.5438 data_time: 0.0021 memory: 12269 loss: 0.1174 loss_ctc: 0.1174 2022/12/28 21:31:11 - mmengine - INFO - Epoch(train) [12][10000/15807] lr: 1.2226e-04 eta: 19:47:23 time: 0.5286 data_time: 0.0014 memory: 12269 loss: 0.1460 loss_ctc: 0.1460 2022/12/28 21:32:04 - mmengine - INFO - Epoch(train) [12][10100/15807] lr: 1.2213e-04 eta: 19:46:28 time: 0.4866 data_time: 0.0014 memory: 12269 loss: 0.1554 loss_ctc: 0.1554 2022/12/28 21:32:16 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 21:32:57 - mmengine - INFO - Epoch(train) [12][10200/15807] lr: 1.2200e-04 eta: 19:45:34 time: 0.5600 data_time: 0.0016 memory: 12269 loss: 0.1251 loss_ctc: 0.1251 2022/12/28 21:33:49 - mmengine - INFO - Epoch(train) [12][10300/15807] lr: 1.2187e-04 eta: 19:44:39 time: 0.5279 data_time: 0.0028 memory: 12269 loss: 0.1326 loss_ctc: 0.1326 2022/12/28 21:34:42 - mmengine - INFO - Epoch(train) [12][10400/15807] lr: 1.2174e-04 eta: 19:43:44 time: 0.5539 data_time: 0.0035 memory: 12269 loss: 0.1281 loss_ctc: 0.1281 2022/12/28 21:35:35 - mmengine - INFO - Epoch(train) [12][10500/15807] lr: 1.2161e-04 eta: 19:42:50 time: 0.5432 data_time: 0.0016 memory: 12269 loss: 0.1336 loss_ctc: 0.1336 2022/12/28 21:36:28 - mmengine - INFO - Epoch(train) [12][10600/15807] lr: 1.2148e-04 eta: 19:41:55 time: 0.5236 data_time: 0.0012 memory: 12269 loss: 0.1308 loss_ctc: 0.1308 2022/12/28 21:37:21 - mmengine - INFO - Epoch(train) [12][10700/15807] lr: 1.2135e-04 eta: 19:41:01 time: 0.5170 data_time: 0.0013 memory: 12269 loss: 0.1569 loss_ctc: 0.1569 2022/12/28 21:38:14 - mmengine - INFO - Epoch(train) [12][10800/15807] lr: 1.2121e-04 eta: 19:40:06 time: 0.5307 data_time: 0.0027 memory: 12269 loss: 0.1380 loss_ctc: 0.1380 2022/12/28 21:39:07 - mmengine - INFO - Epoch(train) [12][10900/15807] lr: 1.2108e-04 eta: 19:39:12 time: 0.5208 data_time: 0.0015 memory: 12269 loss: 0.1476 loss_ctc: 0.1476 2022/12/28 21:40:00 - mmengine - INFO - Epoch(train) [12][11000/15807] lr: 1.2095e-04 eta: 19:38:18 time: 0.5363 data_time: 0.0028 memory: 12269 loss: 0.1596 loss_ctc: 0.1596 2022/12/28 21:40:54 - mmengine - INFO - Epoch(train) [12][11100/15807] lr: 1.2082e-04 eta: 19:37:23 time: 0.5386 data_time: 0.0014 memory: 12269 loss: 0.1408 loss_ctc: 0.1408 2022/12/28 21:41:06 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 21:41:46 - mmengine - INFO - Epoch(train) [12][11200/15807] lr: 1.2069e-04 eta: 19:36:29 time: 0.5372 data_time: 0.0013 memory: 12269 loss: 0.1325 loss_ctc: 0.1325 2022/12/28 21:42:39 - mmengine - INFO - Epoch(train) [12][11300/15807] lr: 1.2056e-04 eta: 19:35:34 time: 0.5534 data_time: 0.0016 memory: 12269 loss: 0.1475 loss_ctc: 0.1475 2022/12/28 21:43:32 - mmengine - INFO - Epoch(train) [12][11400/15807] lr: 1.2043e-04 eta: 19:34:40 time: 0.5168 data_time: 0.0014 memory: 12269 loss: 0.1392 loss_ctc: 0.1392 2022/12/28 21:44:26 - mmengine - INFO - Epoch(train) [12][11500/15807] lr: 1.2030e-04 eta: 19:33:46 time: 0.5040 data_time: 0.0013 memory: 12269 loss: 0.1130 loss_ctc: 0.1130 2022/12/28 21:45:19 - mmengine - INFO - Epoch(train) [12][11600/15807] lr: 1.2017e-04 eta: 19:32:51 time: 0.5254 data_time: 0.0015 memory: 12269 loss: 0.1316 loss_ctc: 0.1316 2022/12/28 21:46:12 - mmengine - INFO - Epoch(train) [12][11700/15807] lr: 1.2004e-04 eta: 19:31:57 time: 0.5165 data_time: 0.0015 memory: 12269 loss: 0.1361 loss_ctc: 0.1361 2022/12/28 21:47:05 - mmengine - INFO - Epoch(train) [12][11800/15807] lr: 1.1991e-04 eta: 19:31:02 time: 0.5041 data_time: 0.0015 memory: 12269 loss: 0.1299 loss_ctc: 0.1299 2022/12/28 21:47:58 - mmengine - INFO - Epoch(train) [12][11900/15807] lr: 1.1978e-04 eta: 19:30:08 time: 0.5429 data_time: 0.0013 memory: 12269 loss: 0.1515 loss_ctc: 0.1515 2022/12/28 21:48:52 - mmengine - INFO - Epoch(train) [12][12000/15807] lr: 1.1965e-04 eta: 19:29:14 time: 0.5520 data_time: 0.0026 memory: 12269 loss: 0.1116 loss_ctc: 0.1116 2022/12/28 21:49:45 - mmengine - INFO - Epoch(train) [12][12100/15807] lr: 1.1952e-04 eta: 19:28:20 time: 0.5739 data_time: 0.0016 memory: 12269 loss: 0.1328 loss_ctc: 0.1328 2022/12/28 21:49:57 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 21:50:38 - mmengine - INFO - Epoch(train) [12][12200/15807] lr: 1.1939e-04 eta: 19:27:25 time: 0.5288 data_time: 0.0047 memory: 12269 loss: 0.1383 loss_ctc: 0.1383 2022/12/28 21:51:31 - mmengine - INFO - Epoch(train) [12][12300/15807] lr: 1.1925e-04 eta: 19:26:30 time: 0.5827 data_time: 0.0014 memory: 12269 loss: 0.1263 loss_ctc: 0.1263 2022/12/28 21:52:24 - mmengine - INFO - Epoch(train) [12][12400/15807] lr: 1.1912e-04 eta: 19:25:36 time: 0.5005 data_time: 0.0012 memory: 12269 loss: 0.1542 loss_ctc: 0.1542 2022/12/28 21:53:17 - mmengine - INFO - Epoch(train) [12][12500/15807] lr: 1.1899e-04 eta: 19:24:42 time: 0.5614 data_time: 0.0015 memory: 12269 loss: 0.1597 loss_ctc: 0.1597 2022/12/28 21:54:10 - mmengine - INFO - Epoch(train) [12][12600/15807] lr: 1.1886e-04 eta: 19:23:47 time: 0.5185 data_time: 0.0014 memory: 12269 loss: 0.1535 loss_ctc: 0.1535 2022/12/28 21:55:04 - mmengine - INFO - Epoch(train) [12][12700/15807] lr: 1.1873e-04 eta: 19:22:53 time: 0.5294 data_time: 0.0016 memory: 12269 loss: 0.1297 loss_ctc: 0.1297 2022/12/28 21:55:57 - mmengine - INFO - Epoch(train) [12][12800/15807] lr: 1.1860e-04 eta: 19:21:59 time: 0.4987 data_time: 0.0013 memory: 12269 loss: 0.1277 loss_ctc: 0.1277 2022/12/28 21:56:50 - mmengine - INFO - Epoch(train) [12][12900/15807] lr: 1.1847e-04 eta: 19:21:04 time: 0.5093 data_time: 0.0015 memory: 12269 loss: 0.1370 loss_ctc: 0.1370 2022/12/28 21:57:43 - mmengine - INFO - Epoch(train) [12][13000/15807] lr: 1.1834e-04 eta: 19:20:10 time: 0.5338 data_time: 0.0022 memory: 12269 loss: 0.1102 loss_ctc: 0.1102 2022/12/28 21:58:36 - mmengine - INFO - Epoch(train) [12][13100/15807] lr: 1.1821e-04 eta: 19:19:15 time: 0.5019 data_time: 0.0053 memory: 12269 loss: 0.1353 loss_ctc: 0.1353 2022/12/28 21:58:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 21:59:29 - mmengine - INFO - Epoch(train) [12][13200/15807] lr: 1.1808e-04 eta: 19:18:21 time: 0.5280 data_time: 0.0014 memory: 12269 loss: 0.1230 loss_ctc: 0.1230 2022/12/28 22:00:23 - mmengine - INFO - Epoch(train) [12][13300/15807] lr: 1.1795e-04 eta: 19:17:27 time: 0.5119 data_time: 0.0015 memory: 12269 loss: 0.1231 loss_ctc: 0.1231 2022/12/28 22:01:16 - mmengine - INFO - Epoch(train) [12][13400/15807] lr: 1.1782e-04 eta: 19:16:33 time: 0.5452 data_time: 0.0014 memory: 12269 loss: 0.1497 loss_ctc: 0.1497 2022/12/28 22:02:09 - mmengine - INFO - Epoch(train) [12][13500/15807] lr: 1.1769e-04 eta: 19:15:38 time: 0.5454 data_time: 0.0033 memory: 12269 loss: 0.1335 loss_ctc: 0.1335 2022/12/28 22:03:02 - mmengine - INFO - Epoch(train) [12][13600/15807] lr: 1.1756e-04 eta: 19:14:44 time: 0.5614 data_time: 0.0016 memory: 12269 loss: 0.1254 loss_ctc: 0.1254 2022/12/28 22:03:55 - mmengine - INFO - Epoch(train) [12][13700/15807] lr: 1.1743e-04 eta: 19:13:49 time: 0.5317 data_time: 0.0014 memory: 12269 loss: 0.1474 loss_ctc: 0.1474 2022/12/28 22:04:48 - mmengine - INFO - Epoch(train) [12][13800/15807] lr: 1.1730e-04 eta: 19:12:55 time: 0.5142 data_time: 0.0028 memory: 12269 loss: 0.1911 loss_ctc: 0.1911 2022/12/28 22:05:41 - mmengine - INFO - Epoch(train) [12][13900/15807] lr: 1.1717e-04 eta: 19:12:01 time: 0.5315 data_time: 0.0014 memory: 12269 loss: 0.1554 loss_ctc: 0.1554 2022/12/28 22:06:35 - mmengine - INFO - Epoch(train) [12][14000/15807] lr: 1.1704e-04 eta: 19:11:07 time: 0.5136 data_time: 0.0016 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/28 22:07:28 - mmengine - INFO - Epoch(train) [12][14100/15807] lr: 1.1690e-04 eta: 19:10:12 time: 0.5512 data_time: 0.0042 memory: 12269 loss: 0.1532 loss_ctc: 0.1532 2022/12/28 22:07:40 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 22:08:21 - mmengine - INFO - Epoch(train) [12][14200/15807] lr: 1.1677e-04 eta: 19:09:18 time: 0.5431 data_time: 0.0025 memory: 12269 loss: 0.1136 loss_ctc: 0.1136 2022/12/28 22:09:14 - mmengine - INFO - Epoch(train) [12][14300/15807] lr: 1.1664e-04 eta: 19:08:23 time: 0.5276 data_time: 0.0015 memory: 12269 loss: 0.1189 loss_ctc: 0.1189 2022/12/28 22:10:07 - mmengine - INFO - Epoch(train) [12][14400/15807] lr: 1.1651e-04 eta: 19:07:29 time: 0.5190 data_time: 0.0013 memory: 12269 loss: 0.1078 loss_ctc: 0.1078 2022/12/28 22:11:00 - mmengine - INFO - Epoch(train) [12][14500/15807] lr: 1.1638e-04 eta: 19:06:34 time: 0.5082 data_time: 0.0029 memory: 12269 loss: 0.1523 loss_ctc: 0.1523 2022/12/28 22:11:53 - mmengine - INFO - Epoch(train) [12][14600/15807] lr: 1.1625e-04 eta: 19:05:40 time: 0.5027 data_time: 0.0014 memory: 12269 loss: 0.1141 loss_ctc: 0.1141 2022/12/28 22:12:46 - mmengine - INFO - Epoch(train) [12][14700/15807] lr: 1.1612e-04 eta: 19:04:46 time: 0.4856 data_time: 0.0013 memory: 12269 loss: 0.1322 loss_ctc: 0.1322 2022/12/28 22:13:40 - mmengine - INFO - Epoch(train) [12][14800/15807] lr: 1.1599e-04 eta: 19:03:52 time: 0.5217 data_time: 0.0013 memory: 12269 loss: 0.1220 loss_ctc: 0.1220 2022/12/28 22:14:33 - mmengine - INFO - Epoch(train) [12][14900/15807] lr: 1.1586e-04 eta: 19:02:57 time: 0.5184 data_time: 0.0018 memory: 12269 loss: 0.1259 loss_ctc: 0.1259 2022/12/28 22:15:26 - mmengine - INFO - Epoch(train) [12][15000/15807] lr: 1.1573e-04 eta: 19:02:03 time: 0.5821 data_time: 0.0016 memory: 12269 loss: 0.1431 loss_ctc: 0.1431 2022/12/28 22:16:19 - mmengine - INFO - Epoch(train) [12][15100/15807] lr: 1.1560e-04 eta: 19:01:09 time: 0.5403 data_time: 0.0013 memory: 12269 loss: 0.1379 loss_ctc: 0.1379 2022/12/28 22:16:31 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 22:17:12 - mmengine - INFO - Epoch(train) [12][15200/15807] lr: 1.1547e-04 eta: 19:00:14 time: 0.5058 data_time: 0.0013 memory: 12269 loss: 0.1284 loss_ctc: 0.1284 2022/12/28 22:18:05 - mmengine - INFO - Epoch(train) [12][15300/15807] lr: 1.1534e-04 eta: 18:59:20 time: 0.5400 data_time: 0.0014 memory: 12269 loss: 0.1104 loss_ctc: 0.1104 2022/12/28 22:18:58 - mmengine - INFO - Epoch(train) [12][15400/15807] lr: 1.1521e-04 eta: 18:58:25 time: 0.4950 data_time: 0.0015 memory: 12269 loss: 0.1292 loss_ctc: 0.1292 2022/12/28 22:19:51 - mmengine - INFO - Epoch(train) [12][15500/15807] lr: 1.1508e-04 eta: 18:57:31 time: 0.5396 data_time: 0.0016 memory: 12269 loss: 0.1344 loss_ctc: 0.1344 2022/12/28 22:20:44 - mmengine - INFO - Epoch(train) [12][15600/15807] lr: 1.1495e-04 eta: 18:56:37 time: 0.5135 data_time: 0.0014 memory: 12269 loss: 0.1287 loss_ctc: 0.1287 2022/12/28 22:21:37 - mmengine - INFO - Epoch(train) [12][15700/15807] lr: 1.1482e-04 eta: 18:55:42 time: 0.5454 data_time: 0.0013 memory: 12269 loss: 0.1546 loss_ctc: 0.1546 2022/12/28 22:22:28 - mmengine - INFO - Epoch(train) [12][15800/15807] lr: 1.1469e-04 eta: 18:54:46 time: 0.4739 data_time: 0.0012 memory: 12269 loss: 0.1545 loss_ctc: 0.1545 2022/12/28 22:22:32 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 22:22:32 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/12/28 22:22:39 - mmengine - INFO - Epoch(val) [12][8/8] CUTE80/recog/word_acc: 0.1528 CUTE80/recog/word_acc_ignore_case: 0.8611 CUTE80/recog/word_acc_ignore_case_symbol: 0.8611 IIIT5K/recog/word_acc: 0.0643 IIIT5K/recog/word_acc_ignore_case: 0.8540 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8540 SVT/recog/word_acc: 0.8934 SVT/recog/word_acc_ignore_case: 0.8934 SVT/recog/word_acc_ignore_case_symbol: 0.8934 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8372 SVTP/recog/word_acc_ignore_case_symbol: 0.8372 IC13/recog/word_acc: 0.2837 IC13/recog/word_acc_ignore_case: 0.9330 IC13/recog/word_acc_ignore_case_symbol: 0.9330 IC15/recog/word_acc: 0.1184 IC15/recog/word_acc_ignore_case: 0.7362 IC15/recog/word_acc_ignore_case_symbol: 0.7419 CUTE80/recog/char_recall: 0.9492 CUTE80/recog/char_precision: 0.9351 IIIT5K/recog/char_recall: 0.9885 IIIT5K/recog/char_precision: 0.9121 SVT/recog/char_recall: 0.9773 SVT/recog/char_precision: 0.9682 SVTP/recog/char_recall: 0.9411 SVTP/recog/char_precision: 0.9568 IC13/recog/char_recall: 0.9872 IC13/recog/char_precision: 0.9765 IC15/recog/char_recall: 0.9298 IC15/recog/char_precision: 0.8979 2022/12/28 22:23:38 - mmengine - INFO - Epoch(train) [13][ 100/15807] lr: 1.1455e-04 eta: 18:53:52 time: 0.4887 data_time: 0.0016 memory: 12269 loss: 0.1062 loss_ctc: 0.1062 2022/12/28 22:24:32 - mmengine - INFO - Epoch(train) [13][ 200/15807] lr: 1.1442e-04 eta: 18:52:58 time: 0.5057 data_time: 0.0014 memory: 12269 loss: 0.1494 loss_ctc: 0.1494 2022/12/28 22:25:26 - mmengine - INFO - Epoch(train) [13][ 300/15807] lr: 1.1429e-04 eta: 18:52:04 time: 0.5701 data_time: 0.0018 memory: 12269 loss: 0.1443 loss_ctc: 0.1443 2022/12/28 22:25:35 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 22:26:20 - mmengine - INFO - Epoch(train) [13][ 400/15807] lr: 1.1416e-04 eta: 18:51:10 time: 0.4796 data_time: 0.0016 memory: 12269 loss: 0.1157 loss_ctc: 0.1157 2022/12/28 22:27:13 - mmengine - INFO - Epoch(train) [13][ 500/15807] lr: 1.1403e-04 eta: 18:50:16 time: 0.5636 data_time: 0.0086 memory: 12269 loss: 0.1345 loss_ctc: 0.1345 2022/12/28 22:28:07 - mmengine - INFO - Epoch(train) [13][ 600/15807] lr: 1.1390e-04 eta: 18:49:22 time: 0.5448 data_time: 0.0020 memory: 12269 loss: 0.1094 loss_ctc: 0.1094 2022/12/28 22:29:00 - mmengine - INFO - Epoch(train) [13][ 700/15807] lr: 1.1377e-04 eta: 18:48:28 time: 0.5417 data_time: 0.0016 memory: 12269 loss: 0.1418 loss_ctc: 0.1418 2022/12/28 22:29:53 - mmengine - INFO - Epoch(train) [13][ 800/15807] lr: 1.1364e-04 eta: 18:47:33 time: 0.5237 data_time: 0.0013 memory: 12269 loss: 0.1215 loss_ctc: 0.1215 2022/12/28 22:30:46 - mmengine - INFO - Epoch(train) [13][ 900/15807] lr: 1.1351e-04 eta: 18:46:39 time: 0.5663 data_time: 0.0017 memory: 12269 loss: 0.1431 loss_ctc: 0.1431 2022/12/28 22:31:39 - mmengine - INFO - Epoch(train) [13][ 1000/15807] lr: 1.1338e-04 eta: 18:45:44 time: 0.4950 data_time: 0.0015 memory: 12269 loss: 0.1519 loss_ctc: 0.1519 2022/12/28 22:32:32 - mmengine - INFO - Epoch(train) [13][ 1100/15807] lr: 1.1325e-04 eta: 18:44:50 time: 0.5287 data_time: 0.0021 memory: 12269 loss: 0.1395 loss_ctc: 0.1395 2022/12/28 22:33:25 - mmengine - INFO - Epoch(train) [13][ 1200/15807] lr: 1.1312e-04 eta: 18:43:56 time: 0.5096 data_time: 0.0015 memory: 12269 loss: 0.1425 loss_ctc: 0.1425 2022/12/28 22:34:18 - mmengine - INFO - Epoch(train) [13][ 1300/15807] lr: 1.1299e-04 eta: 18:43:02 time: 0.5360 data_time: 0.0014 memory: 12269 loss: 0.1188 loss_ctc: 0.1188 2022/12/28 22:34:27 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 22:35:11 - mmengine - INFO - Epoch(train) [13][ 1400/15807] lr: 1.1286e-04 eta: 18:42:07 time: 0.5579 data_time: 0.0027 memory: 12269 loss: 0.1375 loss_ctc: 0.1375 2022/12/28 22:36:04 - mmengine - INFO - Epoch(train) [13][ 1500/15807] lr: 1.1273e-04 eta: 18:41:13 time: 0.5317 data_time: 0.0027 memory: 12269 loss: 0.1267 loss_ctc: 0.1267 2022/12/28 22:36:57 - mmengine - INFO - Epoch(train) [13][ 1600/15807] lr: 1.1260e-04 eta: 18:40:18 time: 0.5041 data_time: 0.0020 memory: 12269 loss: 0.1217 loss_ctc: 0.1217 2022/12/28 22:37:50 - mmengine - INFO - Epoch(train) [13][ 1700/15807] lr: 1.1247e-04 eta: 18:39:24 time: 0.5658 data_time: 0.0015 memory: 12269 loss: 0.1138 loss_ctc: 0.1138 2022/12/28 22:38:44 - mmengine - INFO - Epoch(train) [13][ 1800/15807] lr: 1.1234e-04 eta: 18:38:30 time: 0.5183 data_time: 0.0016 memory: 12269 loss: 0.1101 loss_ctc: 0.1101 2022/12/28 22:39:37 - mmengine - INFO - Epoch(train) [13][ 1900/15807] lr: 1.1221e-04 eta: 18:37:36 time: 0.5351 data_time: 0.0026 memory: 12269 loss: 0.1319 loss_ctc: 0.1319 2022/12/28 22:40:31 - mmengine - INFO - Epoch(train) [13][ 2000/15807] lr: 1.1208e-04 eta: 18:36:42 time: 0.5732 data_time: 0.0016 memory: 12269 loss: 0.1300 loss_ctc: 0.1300 2022/12/28 22:41:24 - mmengine - INFO - Epoch(train) [13][ 2100/15807] lr: 1.1195e-04 eta: 18:35:47 time: 0.5212 data_time: 0.0013 memory: 12269 loss: 0.1584 loss_ctc: 0.1584 2022/12/28 22:42:18 - mmengine - INFO - Epoch(train) [13][ 2200/15807] lr: 1.1182e-04 eta: 18:34:53 time: 0.5416 data_time: 0.0015 memory: 12269 loss: 0.1308 loss_ctc: 0.1308 2022/12/28 22:43:11 - mmengine - INFO - Epoch(train) [13][ 2300/15807] lr: 1.1169e-04 eta: 18:33:59 time: 0.5111 data_time: 0.0017 memory: 12269 loss: 0.1336 loss_ctc: 0.1336 2022/12/28 22:43:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 22:44:03 - mmengine - INFO - Epoch(train) [13][ 2400/15807] lr: 1.1156e-04 eta: 18:33:04 time: 0.4958 data_time: 0.0026 memory: 12269 loss: 0.1057 loss_ctc: 0.1057 2022/12/28 22:44:56 - mmengine - INFO - Epoch(train) [13][ 2500/15807] lr: 1.1143e-04 eta: 18:32:10 time: 0.5284 data_time: 0.0039 memory: 12269 loss: 0.1277 loss_ctc: 0.1277 2022/12/28 22:45:49 - mmengine - INFO - Epoch(train) [13][ 2600/15807] lr: 1.1130e-04 eta: 18:31:15 time: 0.5115 data_time: 0.0014 memory: 12269 loss: 0.1062 loss_ctc: 0.1062 2022/12/28 22:46:42 - mmengine - INFO - Epoch(train) [13][ 2700/15807] lr: 1.1117e-04 eta: 18:30:21 time: 0.5007 data_time: 0.0014 memory: 12269 loss: 0.1131 loss_ctc: 0.1131 2022/12/28 22:47:36 - mmengine - INFO - Epoch(train) [13][ 2800/15807] lr: 1.1104e-04 eta: 18:29:27 time: 0.5522 data_time: 0.0015 memory: 12269 loss: 0.1057 loss_ctc: 0.1057 2022/12/28 22:48:28 - mmengine - INFO - Epoch(train) [13][ 2900/15807] lr: 1.1091e-04 eta: 18:28:32 time: 0.5005 data_time: 0.0015 memory: 12269 loss: 0.1376 loss_ctc: 0.1376 2022/12/28 22:49:22 - mmengine - INFO - Epoch(train) [13][ 3000/15807] lr: 1.1078e-04 eta: 18:27:38 time: 0.5246 data_time: 0.0038 memory: 12269 loss: 0.1056 loss_ctc: 0.1056 2022/12/28 22:50:15 - mmengine - INFO - Epoch(train) [13][ 3100/15807] lr: 1.1065e-04 eta: 18:26:44 time: 0.5035 data_time: 0.0014 memory: 12269 loss: 0.1038 loss_ctc: 0.1038 2022/12/28 22:51:08 - mmengine - INFO - Epoch(train) [13][ 3200/15807] lr: 1.1052e-04 eta: 18:25:50 time: 0.5438 data_time: 0.0017 memory: 12269 loss: 0.1295 loss_ctc: 0.1295 2022/12/28 22:52:01 - mmengine - INFO - Epoch(train) [13][ 3300/15807] lr: 1.1039e-04 eta: 18:24:56 time: 0.5381 data_time: 0.0032 memory: 12269 loss: 0.1146 loss_ctc: 0.1146 2022/12/28 22:52:09 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 22:52:54 - mmengine - INFO - Epoch(train) [13][ 3400/15807] lr: 1.1026e-04 eta: 18:24:01 time: 0.5237 data_time: 0.0019 memory: 12269 loss: 0.1397 loss_ctc: 0.1397 2022/12/28 22:53:48 - mmengine - INFO - Epoch(train) [13][ 3500/15807] lr: 1.1013e-04 eta: 18:23:07 time: 0.5151 data_time: 0.0052 memory: 12269 loss: 0.1134 loss_ctc: 0.1134 2022/12/28 22:54:40 - mmengine - INFO - Epoch(train) [13][ 3600/15807] lr: 1.1000e-04 eta: 18:22:12 time: 0.5017 data_time: 0.0013 memory: 12269 loss: 0.1159 loss_ctc: 0.1159 2022/12/28 22:55:34 - mmengine - INFO - Epoch(train) [13][ 3700/15807] lr: 1.0987e-04 eta: 18:21:19 time: 0.5363 data_time: 0.0012 memory: 12269 loss: 0.1156 loss_ctc: 0.1156 2022/12/28 22:56:28 - mmengine - INFO - Epoch(train) [13][ 3800/15807] lr: 1.0974e-04 eta: 18:20:24 time: 0.5501 data_time: 0.0015 memory: 12269 loss: 0.1677 loss_ctc: 0.1677 2022/12/28 22:57:21 - mmengine - INFO - Epoch(train) [13][ 3900/15807] lr: 1.0961e-04 eta: 18:19:30 time: 0.5445 data_time: 0.0013 memory: 12269 loss: 0.1248 loss_ctc: 0.1248 2022/12/28 22:58:14 - mmengine - INFO - Epoch(train) [13][ 4000/15807] lr: 1.0948e-04 eta: 18:18:36 time: 0.5211 data_time: 0.0027 memory: 12269 loss: 0.1470 loss_ctc: 0.1470 2022/12/28 22:59:06 - mmengine - INFO - Epoch(train) [13][ 4100/15807] lr: 1.0935e-04 eta: 18:17:41 time: 0.5278 data_time: 0.0021 memory: 12269 loss: 0.1209 loss_ctc: 0.1209 2022/12/28 22:59:59 - mmengine - INFO - Epoch(train) [13][ 4200/15807] lr: 1.0922e-04 eta: 18:16:47 time: 0.5525 data_time: 0.0016 memory: 12269 loss: 0.1326 loss_ctc: 0.1326 2022/12/28 23:00:53 - mmengine - INFO - Epoch(train) [13][ 4300/15807] lr: 1.0909e-04 eta: 18:15:53 time: 0.5401 data_time: 0.0044 memory: 12269 loss: 0.1079 loss_ctc: 0.1079 2022/12/28 23:01:01 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 23:01:47 - mmengine - INFO - Epoch(train) [13][ 4400/15807] lr: 1.0896e-04 eta: 18:14:59 time: 0.5072 data_time: 0.0018 memory: 12269 loss: 0.1506 loss_ctc: 0.1506 2022/12/28 23:02:40 - mmengine - INFO - Epoch(train) [13][ 4500/15807] lr: 1.0883e-04 eta: 18:14:05 time: 0.5035 data_time: 0.0013 memory: 12269 loss: 0.1092 loss_ctc: 0.1092 2022/12/28 23:03:33 - mmengine - INFO - Epoch(train) [13][ 4600/15807] lr: 1.0870e-04 eta: 18:13:10 time: 0.5018 data_time: 0.0026 memory: 12269 loss: 0.1262 loss_ctc: 0.1262 2022/12/28 23:04:26 - mmengine - INFO - Epoch(train) [13][ 4700/15807] lr: 1.0857e-04 eta: 18:12:16 time: 0.5506 data_time: 0.0013 memory: 12269 loss: 0.1189 loss_ctc: 0.1189 2022/12/28 23:05:19 - mmengine - INFO - Epoch(train) [13][ 4800/15807] lr: 1.0844e-04 eta: 18:11:22 time: 0.5489 data_time: 0.0016 memory: 12269 loss: 0.1348 loss_ctc: 0.1348 2022/12/28 23:06:12 - mmengine - INFO - Epoch(train) [13][ 4900/15807] lr: 1.0831e-04 eta: 18:10:27 time: 0.5441 data_time: 0.0014 memory: 12269 loss: 0.1339 loss_ctc: 0.1339 2022/12/28 23:07:05 - mmengine - INFO - Epoch(train) [13][ 5000/15807] lr: 1.0818e-04 eta: 18:09:33 time: 0.5270 data_time: 0.0017 memory: 12269 loss: 0.1014 loss_ctc: 0.1014 2022/12/28 23:07:57 - mmengine - INFO - Epoch(train) [13][ 5100/15807] lr: 1.0805e-04 eta: 18:08:38 time: 0.5330 data_time: 0.0041 memory: 12269 loss: 0.1486 loss_ctc: 0.1486 2022/12/28 23:08:51 - mmengine - INFO - Epoch(train) [13][ 5200/15807] lr: 1.0792e-04 eta: 18:07:44 time: 0.5187 data_time: 0.0016 memory: 12269 loss: 0.1045 loss_ctc: 0.1045 2022/12/28 23:09:44 - mmengine - INFO - Epoch(train) [13][ 5300/15807] lr: 1.0779e-04 eta: 18:06:50 time: 0.5088 data_time: 0.0103 memory: 12269 loss: 0.1077 loss_ctc: 0.1077 2022/12/28 23:09:52 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 23:10:37 - mmengine - INFO - Epoch(train) [13][ 5400/15807] lr: 1.0766e-04 eta: 18:05:55 time: 0.5159 data_time: 0.0021 memory: 12269 loss: 0.1071 loss_ctc: 0.1071 2022/12/28 23:11:30 - mmengine - INFO - Epoch(train) [13][ 5500/15807] lr: 1.0753e-04 eta: 18:05:01 time: 0.4877 data_time: 0.0015 memory: 12269 loss: 0.1433 loss_ctc: 0.1433 2022/12/28 23:12:23 - mmengine - INFO - Epoch(train) [13][ 5600/15807] lr: 1.0740e-04 eta: 18:04:07 time: 0.5211 data_time: 0.0013 memory: 12269 loss: 0.1415 loss_ctc: 0.1415 2022/12/28 23:13:16 - mmengine - INFO - Epoch(train) [13][ 5700/15807] lr: 1.0727e-04 eta: 18:03:13 time: 0.5647 data_time: 0.0019 memory: 12269 loss: 0.1156 loss_ctc: 0.1156 2022/12/28 23:14:09 - mmengine - INFO - Epoch(train) [13][ 5800/15807] lr: 1.0714e-04 eta: 18:02:18 time: 0.5001 data_time: 0.0024 memory: 12269 loss: 0.1074 loss_ctc: 0.1074 2022/12/28 23:15:02 - mmengine - INFO - Epoch(train) [13][ 5900/15807] lr: 1.0702e-04 eta: 18:01:24 time: 0.5595 data_time: 0.0013 memory: 12269 loss: 0.1337 loss_ctc: 0.1337 2022/12/28 23:15:55 - mmengine - INFO - Epoch(train) [13][ 6000/15807] lr: 1.0689e-04 eta: 18:00:29 time: 0.5409 data_time: 0.0014 memory: 12269 loss: 0.1606 loss_ctc: 0.1606 2022/12/28 23:16:48 - mmengine - INFO - Epoch(train) [13][ 6100/15807] lr: 1.0676e-04 eta: 17:59:35 time: 0.4961 data_time: 0.0039 memory: 12269 loss: 0.1075 loss_ctc: 0.1075 2022/12/28 23:17:41 - mmengine - INFO - Epoch(train) [13][ 6200/15807] lr: 1.0663e-04 eta: 17:58:41 time: 0.5721 data_time: 0.0030 memory: 12269 loss: 0.1374 loss_ctc: 0.1374 2022/12/28 23:18:34 - mmengine - INFO - Epoch(train) [13][ 6300/15807] lr: 1.0650e-04 eta: 17:57:46 time: 0.5346 data_time: 0.0022 memory: 12269 loss: 0.1300 loss_ctc: 0.1300 2022/12/28 23:18:42 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 23:19:26 - mmengine - INFO - Epoch(train) [13][ 6400/15807] lr: 1.0637e-04 eta: 17:56:52 time: 0.5852 data_time: 0.0014 memory: 12269 loss: 0.1244 loss_ctc: 0.1244 2022/12/28 23:20:19 - mmengine - INFO - Epoch(train) [13][ 6500/15807] lr: 1.0624e-04 eta: 17:55:57 time: 0.5022 data_time: 0.0018 memory: 12269 loss: 0.1527 loss_ctc: 0.1527 2022/12/28 23:21:13 - mmengine - INFO - Epoch(train) [13][ 6600/15807] lr: 1.0611e-04 eta: 17:55:03 time: 0.5471 data_time: 0.0024 memory: 12269 loss: 0.1181 loss_ctc: 0.1181 2022/12/28 23:22:05 - mmengine - INFO - Epoch(train) [13][ 6700/15807] lr: 1.0598e-04 eta: 17:54:09 time: 0.5045 data_time: 0.0018 memory: 12269 loss: 0.1443 loss_ctc: 0.1443 2022/12/28 23:22:59 - mmengine - INFO - Epoch(train) [13][ 6800/15807] lr: 1.0585e-04 eta: 17:53:15 time: 0.5556 data_time: 0.0027 memory: 12269 loss: 0.1348 loss_ctc: 0.1348 2022/12/28 23:23:52 - mmengine - INFO - Epoch(train) [13][ 6900/15807] lr: 1.0572e-04 eta: 17:52:20 time: 0.5233 data_time: 0.0083 memory: 12269 loss: 0.1103 loss_ctc: 0.1103 2022/12/28 23:24:45 - mmengine - INFO - Epoch(train) [13][ 7000/15807] lr: 1.0559e-04 eta: 17:51:26 time: 0.5309 data_time: 0.0020 memory: 12269 loss: 0.1275 loss_ctc: 0.1275 2022/12/28 23:25:39 - mmengine - INFO - Epoch(train) [13][ 7100/15807] lr: 1.0546e-04 eta: 17:50:32 time: 0.5578 data_time: 0.0038 memory: 12269 loss: 0.1192 loss_ctc: 0.1192 2022/12/28 23:26:32 - mmengine - INFO - Epoch(train) [13][ 7200/15807] lr: 1.0533e-04 eta: 17:49:38 time: 0.5397 data_time: 0.0020 memory: 12269 loss: 0.1395 loss_ctc: 0.1395 2022/12/28 23:27:25 - mmengine - INFO - Epoch(train) [13][ 7300/15807] lr: 1.0521e-04 eta: 17:48:44 time: 0.5543 data_time: 0.0031 memory: 12269 loss: 0.1211 loss_ctc: 0.1211 2022/12/28 23:27:34 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 23:28:18 - mmengine - INFO - Epoch(train) [13][ 7400/15807] lr: 1.0508e-04 eta: 17:47:49 time: 0.5383 data_time: 0.0013 memory: 12269 loss: 0.1468 loss_ctc: 0.1468 2022/12/28 23:29:11 - mmengine - INFO - Epoch(train) [13][ 7500/15807] lr: 1.0495e-04 eta: 17:46:55 time: 0.5341 data_time: 0.0050 memory: 12269 loss: 0.1519 loss_ctc: 0.1519 2022/12/28 23:30:04 - mmengine - INFO - Epoch(train) [13][ 7600/15807] lr: 1.0482e-04 eta: 17:46:01 time: 0.5202 data_time: 0.0014 memory: 12269 loss: 0.1579 loss_ctc: 0.1579 2022/12/28 23:30:58 - mmengine - INFO - Epoch(train) [13][ 7700/15807] lr: 1.0469e-04 eta: 17:45:07 time: 0.5272 data_time: 0.0015 memory: 12269 loss: 0.1203 loss_ctc: 0.1203 2022/12/28 23:31:50 - mmengine - INFO - Epoch(train) [13][ 7800/15807] lr: 1.0456e-04 eta: 17:44:12 time: 0.5555 data_time: 0.0013 memory: 12269 loss: 0.1071 loss_ctc: 0.1071 2022/12/28 23:32:43 - mmengine - INFO - Epoch(train) [13][ 7900/15807] lr: 1.0443e-04 eta: 17:43:18 time: 0.5383 data_time: 0.0014 memory: 12269 loss: 0.1318 loss_ctc: 0.1318 2022/12/28 23:33:36 - mmengine - INFO - Epoch(train) [13][ 8000/15807] lr: 1.0430e-04 eta: 17:42:23 time: 0.5619 data_time: 0.0014 memory: 12269 loss: 0.1404 loss_ctc: 0.1404 2022/12/28 23:34:29 - mmengine - INFO - Epoch(train) [13][ 8100/15807] lr: 1.0417e-04 eta: 17:41:29 time: 0.5226 data_time: 0.0015 memory: 12269 loss: 0.1408 loss_ctc: 0.1408 2022/12/28 23:35:22 - mmengine - INFO - Epoch(train) [13][ 8200/15807] lr: 1.0404e-04 eta: 17:40:35 time: 0.5323 data_time: 0.0014 memory: 12269 loss: 0.1384 loss_ctc: 0.1384 2022/12/28 23:36:15 - mmengine - INFO - Epoch(train) [13][ 8300/15807] lr: 1.0392e-04 eta: 17:39:40 time: 0.4994 data_time: 0.0015 memory: 12269 loss: 0.1341 loss_ctc: 0.1341 2022/12/28 23:36:23 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 23:37:08 - mmengine - INFO - Epoch(train) [13][ 8400/15807] lr: 1.0379e-04 eta: 17:38:46 time: 0.5535 data_time: 0.0015 memory: 12269 loss: 0.1250 loss_ctc: 0.1250 2022/12/28 23:38:01 - mmengine - INFO - Epoch(train) [13][ 8500/15807] lr: 1.0366e-04 eta: 17:37:52 time: 0.5584 data_time: 0.0014 memory: 12269 loss: 0.1242 loss_ctc: 0.1242 2022/12/28 23:38:54 - mmengine - INFO - Epoch(train) [13][ 8600/15807] lr: 1.0353e-04 eta: 17:36:58 time: 0.5408 data_time: 0.0032 memory: 12269 loss: 0.1199 loss_ctc: 0.1199 2022/12/28 23:39:47 - mmengine - INFO - Epoch(train) [13][ 8700/15807] lr: 1.0340e-04 eta: 17:36:03 time: 0.5097 data_time: 0.0041 memory: 12269 loss: 0.1032 loss_ctc: 0.1032 2022/12/28 23:40:40 - mmengine - INFO - Epoch(train) [13][ 8800/15807] lr: 1.0327e-04 eta: 17:35:09 time: 0.5153 data_time: 0.0021 memory: 12269 loss: 0.1191 loss_ctc: 0.1191 2022/12/28 23:41:33 - mmengine - INFO - Epoch(train) [13][ 8900/15807] lr: 1.0314e-04 eta: 17:34:14 time: 0.5477 data_time: 0.0016 memory: 12269 loss: 0.1269 loss_ctc: 0.1269 2022/12/28 23:42:26 - mmengine - INFO - Epoch(train) [13][ 9000/15807] lr: 1.0301e-04 eta: 17:33:20 time: 0.5419 data_time: 0.0037 memory: 12269 loss: 0.1096 loss_ctc: 0.1096 2022/12/28 23:43:18 - mmengine - INFO - Epoch(train) [13][ 9100/15807] lr: 1.0289e-04 eta: 17:32:26 time: 0.5233 data_time: 0.0012 memory: 12269 loss: 0.0961 loss_ctc: 0.0961 2022/12/28 23:44:11 - mmengine - INFO - Epoch(train) [13][ 9200/15807] lr: 1.0276e-04 eta: 17:31:31 time: 0.5359 data_time: 0.0023 memory: 12269 loss: 0.1005 loss_ctc: 0.1005 2022/12/28 23:45:04 - mmengine - INFO - Epoch(train) [13][ 9300/15807] lr: 1.0263e-04 eta: 17:30:37 time: 0.5208 data_time: 0.0013 memory: 12269 loss: 0.1269 loss_ctc: 0.1269 2022/12/28 23:45:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 23:45:57 - mmengine - INFO - Epoch(train) [13][ 9400/15807] lr: 1.0250e-04 eta: 17:29:43 time: 0.5533 data_time: 0.0014 memory: 12269 loss: 0.1641 loss_ctc: 0.1641 2022/12/28 23:46:51 - mmengine - INFO - Epoch(train) [13][ 9500/15807] lr: 1.0237e-04 eta: 17:28:49 time: 0.5547 data_time: 0.0016 memory: 12269 loss: 0.1158 loss_ctc: 0.1158 2022/12/28 23:47:44 - mmengine - INFO - Epoch(train) [13][ 9600/15807] lr: 1.0224e-04 eta: 17:27:54 time: 0.5490 data_time: 0.0029 memory: 12269 loss: 0.1396 loss_ctc: 0.1396 2022/12/28 23:48:36 - mmengine - INFO - Epoch(train) [13][ 9700/15807] lr: 1.0211e-04 eta: 17:27:00 time: 0.5100 data_time: 0.0014 memory: 12269 loss: 0.1302 loss_ctc: 0.1302 2022/12/28 23:49:30 - mmengine - INFO - Epoch(train) [13][ 9800/15807] lr: 1.0199e-04 eta: 17:26:06 time: 0.5383 data_time: 0.0028 memory: 12269 loss: 0.1413 loss_ctc: 0.1413 2022/12/28 23:50:22 - mmengine - INFO - Epoch(train) [13][ 9900/15807] lr: 1.0186e-04 eta: 17:25:11 time: 0.5351 data_time: 0.0061 memory: 12269 loss: 0.1177 loss_ctc: 0.1177 2022/12/28 23:51:16 - mmengine - INFO - Epoch(train) [13][10000/15807] lr: 1.0173e-04 eta: 17:24:17 time: 0.5147 data_time: 0.0015 memory: 12269 loss: 0.1243 loss_ctc: 0.1243 2022/12/28 23:52:08 - mmengine - INFO - Epoch(train) [13][10100/15807] lr: 1.0160e-04 eta: 17:23:23 time: 0.5153 data_time: 0.0016 memory: 12269 loss: 0.1088 loss_ctc: 0.1088 2022/12/28 23:53:01 - mmengine - INFO - Epoch(train) [13][10200/15807] lr: 1.0147e-04 eta: 17:22:28 time: 0.5149 data_time: 0.0014 memory: 12269 loss: 0.1051 loss_ctc: 0.1051 2022/12/28 23:53:54 - mmengine - INFO - Epoch(train) [13][10300/15807] lr: 1.0134e-04 eta: 17:21:34 time: 0.5547 data_time: 0.0032 memory: 12269 loss: 0.1535 loss_ctc: 0.1535 2022/12/28 23:54:03 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/28 23:54:47 - mmengine - INFO - Epoch(train) [13][10400/15807] lr: 1.0121e-04 eta: 17:20:40 time: 0.4948 data_time: 0.0020 memory: 12269 loss: 0.0827 loss_ctc: 0.0827 2022/12/28 23:55:41 - mmengine - INFO - Epoch(train) [13][10500/15807] lr: 1.0109e-04 eta: 17:19:46 time: 0.5927 data_time: 0.0016 memory: 12269 loss: 0.1185 loss_ctc: 0.1185 2022/12/28 23:56:34 - mmengine - INFO - Epoch(train) [13][10600/15807] lr: 1.0096e-04 eta: 17:18:52 time: 0.5328 data_time: 0.0068 memory: 12269 loss: 0.1228 loss_ctc: 0.1228 2022/12/28 23:57:28 - mmengine - INFO - Epoch(train) [13][10700/15807] lr: 1.0083e-04 eta: 17:17:58 time: 0.5173 data_time: 0.0016 memory: 12269 loss: 0.1294 loss_ctc: 0.1294 2022/12/28 23:58:21 - mmengine - INFO - Epoch(train) [13][10800/15807] lr: 1.0070e-04 eta: 17:17:04 time: 0.5739 data_time: 0.0013 memory: 12269 loss: 0.1239 loss_ctc: 0.1239 2022/12/28 23:59:14 - mmengine - INFO - Epoch(train) [13][10900/15807] lr: 1.0057e-04 eta: 17:16:09 time: 0.4887 data_time: 0.0015 memory: 12269 loss: 0.1199 loss_ctc: 0.1199 2022/12/29 00:00:07 - mmengine - INFO - Epoch(train) [13][11000/15807] lr: 1.0044e-04 eta: 17:15:15 time: 0.5611 data_time: 0.0014 memory: 12269 loss: 0.1290 loss_ctc: 0.1290 2022/12/29 00:01:01 - mmengine - INFO - Epoch(train) [13][11100/15807] lr: 1.0032e-04 eta: 17:14:21 time: 0.5665 data_time: 0.0013 memory: 12269 loss: 0.1362 loss_ctc: 0.1362 2022/12/29 00:01:53 - mmengine - INFO - Epoch(train) [13][11200/15807] lr: 1.0019e-04 eta: 17:13:26 time: 0.5036 data_time: 0.0015 memory: 12269 loss: 0.1360 loss_ctc: 0.1360 2022/12/29 00:02:47 - mmengine - INFO - Epoch(train) [13][11300/15807] lr: 1.0006e-04 eta: 17:12:32 time: 0.5560 data_time: 0.0015 memory: 12269 loss: 0.1350 loss_ctc: 0.1350 2022/12/29 00:02:55 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:03:40 - mmengine - INFO - Epoch(train) [13][11400/15807] lr: 9.9932e-05 eta: 17:11:39 time: 0.5213 data_time: 0.0013 memory: 12269 loss: 0.1097 loss_ctc: 0.1097 2022/12/29 00:04:34 - mmengine - INFO - Epoch(train) [13][11500/15807] lr: 9.9804e-05 eta: 17:10:45 time: 0.5515 data_time: 0.0024 memory: 12269 loss: 0.1104 loss_ctc: 0.1104 2022/12/29 00:05:27 - mmengine - INFO - Epoch(train) [13][11600/15807] lr: 9.9676e-05 eta: 17:09:51 time: 0.5382 data_time: 0.0014 memory: 12269 loss: 0.1462 loss_ctc: 0.1462 2022/12/29 00:06:20 - mmengine - INFO - Epoch(train) [13][11700/15807] lr: 9.9548e-05 eta: 17:08:56 time: 0.5480 data_time: 0.0016 memory: 12269 loss: 0.1315 loss_ctc: 0.1315 2022/12/29 00:07:14 - mmengine - INFO - Epoch(train) [13][11800/15807] lr: 9.9420e-05 eta: 17:08:03 time: 0.5444 data_time: 0.0019 memory: 12269 loss: 0.1362 loss_ctc: 0.1362 2022/12/29 00:08:08 - mmengine - INFO - Epoch(train) [13][11900/15807] lr: 9.9292e-05 eta: 17:07:09 time: 0.5368 data_time: 0.0021 memory: 12269 loss: 0.1350 loss_ctc: 0.1350 2022/12/29 00:09:01 - mmengine - INFO - Epoch(train) [13][12000/15807] lr: 9.9164e-05 eta: 17:06:15 time: 0.4990 data_time: 0.0016 memory: 12269 loss: 0.1299 loss_ctc: 0.1299 2022/12/29 00:09:54 - mmengine - INFO - Epoch(train) [13][12100/15807] lr: 9.9036e-05 eta: 17:05:20 time: 0.5439 data_time: 0.0014 memory: 12269 loss: 0.1298 loss_ctc: 0.1298 2022/12/29 00:10:47 - mmengine - INFO - Epoch(train) [13][12200/15807] lr: 9.8908e-05 eta: 17:04:26 time: 0.4972 data_time: 0.0013 memory: 12269 loss: 0.1205 loss_ctc: 0.1205 2022/12/29 00:11:41 - mmengine - INFO - Epoch(train) [13][12300/15807] lr: 9.8780e-05 eta: 17:03:32 time: 0.5322 data_time: 0.0018 memory: 12269 loss: 0.0939 loss_ctc: 0.0939 2022/12/29 00:11:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:12:34 - mmengine - INFO - Epoch(train) [13][12400/15807] lr: 9.8653e-05 eta: 17:02:38 time: 0.5655 data_time: 0.0013 memory: 12269 loss: 0.1490 loss_ctc: 0.1490 2022/12/29 00:13:27 - mmengine - INFO - Epoch(train) [13][12500/15807] lr: 9.8525e-05 eta: 17:01:44 time: 0.5165 data_time: 0.0016 memory: 12269 loss: 0.0961 loss_ctc: 0.0961 2022/12/29 00:14:20 - mmengine - INFO - Epoch(train) [13][12600/15807] lr: 9.8397e-05 eta: 17:00:50 time: 0.5029 data_time: 0.0014 memory: 12269 loss: 0.1195 loss_ctc: 0.1195 2022/12/29 00:15:13 - mmengine - INFO - Epoch(train) [13][12700/15807] lr: 9.8269e-05 eta: 16:59:55 time: 0.4996 data_time: 0.0019 memory: 12269 loss: 0.1183 loss_ctc: 0.1183 2022/12/29 00:16:06 - mmengine - INFO - Epoch(train) [13][12800/15807] lr: 9.8142e-05 eta: 16:59:01 time: 0.5597 data_time: 0.0024 memory: 12269 loss: 0.1633 loss_ctc: 0.1633 2022/12/29 00:16:59 - mmengine - INFO - Epoch(train) [13][12900/15807] lr: 9.8014e-05 eta: 16:58:07 time: 0.4887 data_time: 0.0014 memory: 12269 loss: 0.1306 loss_ctc: 0.1306 2022/12/29 00:17:53 - mmengine - INFO - Epoch(train) [13][13000/15807] lr: 9.7886e-05 eta: 16:57:13 time: 0.5322 data_time: 0.0014 memory: 12269 loss: 0.1343 loss_ctc: 0.1343 2022/12/29 00:18:46 - mmengine - INFO - Epoch(train) [13][13100/15807] lr: 9.7759e-05 eta: 16:56:19 time: 0.5528 data_time: 0.0040 memory: 12269 loss: 0.1324 loss_ctc: 0.1324 2022/12/29 00:19:38 - mmengine - INFO - Epoch(train) [13][13200/15807] lr: 9.7631e-05 eta: 16:55:24 time: 0.5061 data_time: 0.0014 memory: 12269 loss: 0.1325 loss_ctc: 0.1325 2022/12/29 00:20:31 - mmengine - INFO - Epoch(train) [13][13300/15807] lr: 9.7503e-05 eta: 16:54:30 time: 0.5418 data_time: 0.0016 memory: 12269 loss: 0.1455 loss_ctc: 0.1455 2022/12/29 00:20:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:21:24 - mmengine - INFO - Epoch(train) [13][13400/15807] lr: 9.7376e-05 eta: 16:53:36 time: 0.4950 data_time: 0.0017 memory: 12269 loss: 0.1389 loss_ctc: 0.1389 2022/12/29 00:22:17 - mmengine - INFO - Epoch(train) [13][13500/15807] lr: 9.7248e-05 eta: 16:52:41 time: 0.5659 data_time: 0.0017 memory: 12269 loss: 0.1180 loss_ctc: 0.1180 2022/12/29 00:23:10 - mmengine - INFO - Epoch(train) [13][13600/15807] lr: 9.7121e-05 eta: 16:51:47 time: 0.4975 data_time: 0.0016 memory: 12269 loss: 0.1346 loss_ctc: 0.1346 2022/12/29 00:24:03 - mmengine - INFO - Epoch(train) [13][13700/15807] lr: 9.6994e-05 eta: 16:50:53 time: 0.5568 data_time: 0.0028 memory: 12269 loss: 0.1481 loss_ctc: 0.1481 2022/12/29 00:24:57 - mmengine - INFO - Epoch(train) [13][13800/15807] lr: 9.6866e-05 eta: 16:49:59 time: 0.5558 data_time: 0.0025 memory: 12269 loss: 0.1314 loss_ctc: 0.1314 2022/12/29 00:25:49 - mmengine - INFO - Epoch(train) [13][13900/15807] lr: 9.6739e-05 eta: 16:49:04 time: 0.4983 data_time: 0.0016 memory: 12269 loss: 0.1399 loss_ctc: 0.1399 2022/12/29 00:26:42 - mmengine - INFO - Epoch(train) [13][14000/15807] lr: 9.6611e-05 eta: 16:48:10 time: 0.5169 data_time: 0.0025 memory: 12269 loss: 0.1012 loss_ctc: 0.1012 2022/12/29 00:27:35 - mmengine - INFO - Epoch(train) [13][14100/15807] lr: 9.6484e-05 eta: 16:47:16 time: 0.5159 data_time: 0.0017 memory: 12269 loss: 0.1145 loss_ctc: 0.1145 2022/12/29 00:28:28 - mmengine - INFO - Epoch(train) [13][14200/15807] lr: 9.6357e-05 eta: 16:46:22 time: 0.5447 data_time: 0.0024 memory: 12269 loss: 0.1164 loss_ctc: 0.1164 2022/12/29 00:29:21 - mmengine - INFO - Epoch(train) [13][14300/15807] lr: 9.6229e-05 eta: 16:45:27 time: 0.5071 data_time: 0.0015 memory: 12269 loss: 0.1236 loss_ctc: 0.1236 2022/12/29 00:29:30 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:30:14 - mmengine - INFO - Epoch(train) [13][14400/15807] lr: 9.6102e-05 eta: 16:44:33 time: 0.5419 data_time: 0.0018 memory: 12269 loss: 0.1062 loss_ctc: 0.1062 2022/12/29 00:31:07 - mmengine - INFO - Epoch(train) [13][14500/15807] lr: 9.5975e-05 eta: 16:43:39 time: 0.5574 data_time: 0.0021 memory: 12269 loss: 0.1394 loss_ctc: 0.1394 2022/12/29 00:31:59 - mmengine - INFO - Epoch(train) [13][14600/15807] lr: 9.5848e-05 eta: 16:42:44 time: 0.5083 data_time: 0.0016 memory: 12269 loss: 0.1244 loss_ctc: 0.1244 2022/12/29 00:32:52 - mmengine - INFO - Epoch(train) [13][14700/15807] lr: 9.5721e-05 eta: 16:41:50 time: 0.5544 data_time: 0.0019 memory: 12269 loss: 0.1108 loss_ctc: 0.1108 2022/12/29 00:33:45 - mmengine - INFO - Epoch(train) [13][14800/15807] lr: 9.5594e-05 eta: 16:40:55 time: 0.5038 data_time: 0.0015 memory: 12269 loss: 0.1482 loss_ctc: 0.1482 2022/12/29 00:34:38 - mmengine - INFO - Epoch(train) [13][14900/15807] lr: 9.5467e-05 eta: 16:40:01 time: 0.5435 data_time: 0.0018 memory: 12269 loss: 0.1447 loss_ctc: 0.1447 2022/12/29 00:35:32 - mmengine - INFO - Epoch(train) [13][15000/15807] lr: 9.5340e-05 eta: 16:39:07 time: 0.5293 data_time: 0.0071 memory: 12269 loss: 0.1539 loss_ctc: 0.1539 2022/12/29 00:36:25 - mmengine - INFO - Epoch(train) [13][15100/15807] lr: 9.5213e-05 eta: 16:38:13 time: 0.4970 data_time: 0.0017 memory: 12269 loss: 0.1119 loss_ctc: 0.1119 2022/12/29 00:37:19 - mmengine - INFO - Epoch(train) [13][15200/15807] lr: 9.5086e-05 eta: 16:37:20 time: 0.5807 data_time: 0.0014 memory: 12269 loss: 0.1482 loss_ctc: 0.1482 2022/12/29 00:38:11 - mmengine - INFO - Epoch(train) [13][15300/15807] lr: 9.4959e-05 eta: 16:36:25 time: 0.5012 data_time: 0.0024 memory: 12269 loss: 0.1074 loss_ctc: 0.1074 2022/12/29 00:38:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:39:04 - mmengine - INFO - Epoch(train) [13][15400/15807] lr: 9.4832e-05 eta: 16:35:30 time: 0.5841 data_time: 0.0021 memory: 12269 loss: 0.1348 loss_ctc: 0.1348 2022/12/29 00:39:57 - mmengine - INFO - Epoch(train) [13][15500/15807] lr: 9.4705e-05 eta: 16:34:37 time: 0.5150 data_time: 0.0030 memory: 12269 loss: 0.1123 loss_ctc: 0.1123 2022/12/29 00:40:50 - mmengine - INFO - Epoch(train) [13][15600/15807] lr: 9.4578e-05 eta: 16:33:42 time: 0.5030 data_time: 0.0014 memory: 12269 loss: 0.1216 loss_ctc: 0.1216 2022/12/29 00:41:43 - mmengine - INFO - Epoch(train) [13][15700/15807] lr: 9.4451e-05 eta: 16:32:48 time: 0.5489 data_time: 0.0014 memory: 12269 loss: 0.1164 loss_ctc: 0.1164 2022/12/29 00:42:35 - mmengine - INFO - Epoch(train) [13][15800/15807] lr: 9.4324e-05 eta: 16:31:53 time: 0.4665 data_time: 0.0016 memory: 12269 loss: 0.1375 loss_ctc: 0.1375 2022/12/29 00:42:38 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:42:38 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/12/29 00:42:45 - mmengine - INFO - Epoch(val) [13][8/8] CUTE80/recog/word_acc: 0.1597 CUTE80/recog/word_acc_ignore_case: 0.8750 CUTE80/recog/word_acc_ignore_case_symbol: 0.8750 IIIT5K/recog/word_acc: 0.0657 IIIT5K/recog/word_acc_ignore_case: 0.8530 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8530 SVT/recog/word_acc: 0.9042 SVT/recog/word_acc_ignore_case: 0.9042 SVT/recog/word_acc_ignore_case_symbol: 0.9042 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8403 SVTP/recog/word_acc_ignore_case_symbol: 0.8403 IC13/recog/word_acc: 0.2857 IC13/recog/word_acc_ignore_case: 0.9379 IC13/recog/word_acc_ignore_case_symbol: 0.9379 IC15/recog/word_acc: 0.1165 IC15/recog/word_acc_ignore_case: 0.7299 IC15/recog/word_acc_ignore_case_symbol: 0.7400 CUTE80/recog/char_recall: 0.9467 CUTE80/recog/char_precision: 0.9408 IIIT5K/recog/char_recall: 0.9872 IIIT5K/recog/char_precision: 0.9094 SVT/recog/char_recall: 0.9771 SVT/recog/char_precision: 0.9689 SVTP/recog/char_recall: 0.9374 SVTP/recog/char_precision: 0.9574 IC13/recog/char_recall: 0.9892 IC13/recog/char_precision: 0.9798 IC15/recog/char_recall: 0.9258 IC15/recog/char_precision: 0.8966 2022/12/29 00:43:43 - mmengine - INFO - Epoch(train) [14][ 100/15807] lr: 9.4189e-05 eta: 16:30:57 time: 0.5455 data_time: 0.0014 memory: 12269 loss: 0.1505 loss_ctc: 0.1505 2022/12/29 00:44:36 - mmengine - INFO - Epoch(train) [14][ 200/15807] lr: 9.4062e-05 eta: 16:30:03 time: 0.5346 data_time: 0.0015 memory: 12269 loss: 0.1280 loss_ctc: 0.1280 2022/12/29 00:45:29 - mmengine - INFO - Epoch(train) [14][ 300/15807] lr: 9.3935e-05 eta: 16:29:09 time: 0.5600 data_time: 0.0014 memory: 12269 loss: 0.1243 loss_ctc: 0.1243 2022/12/29 00:46:23 - mmengine - INFO - Epoch(train) [14][ 400/15807] lr: 9.3809e-05 eta: 16:28:15 time: 0.5368 data_time: 0.0017 memory: 12269 loss: 0.1113 loss_ctc: 0.1113 2022/12/29 00:47:16 - mmengine - INFO - Epoch(train) [14][ 500/15807] lr: 9.3682e-05 eta: 16:27:21 time: 0.5026 data_time: 0.0016 memory: 12269 loss: 0.1108 loss_ctc: 0.1108 2022/12/29 00:47:20 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:48:09 - mmengine - INFO - Epoch(train) [14][ 600/15807] lr: 9.3556e-05 eta: 16:26:27 time: 0.5233 data_time: 0.0044 memory: 12269 loss: 0.1410 loss_ctc: 0.1410 2022/12/29 00:49:02 - mmengine - INFO - Epoch(train) [14][ 700/15807] lr: 9.3429e-05 eta: 16:25:32 time: 0.5339 data_time: 0.0014 memory: 12269 loss: 0.1122 loss_ctc: 0.1122 2022/12/29 00:49:55 - mmengine - INFO - Epoch(train) [14][ 800/15807] lr: 9.3303e-05 eta: 16:24:38 time: 0.5343 data_time: 0.0022 memory: 12269 loss: 0.1147 loss_ctc: 0.1147 2022/12/29 00:50:49 - mmengine - INFO - Epoch(train) [14][ 900/15807] lr: 9.3176e-05 eta: 16:23:44 time: 0.5265 data_time: 0.0039 memory: 12269 loss: 0.1229 loss_ctc: 0.1229 2022/12/29 00:51:42 - mmengine - INFO - Epoch(train) [14][ 1000/15807] lr: 9.3050e-05 eta: 16:22:50 time: 0.5734 data_time: 0.0016 memory: 12269 loss: 0.1423 loss_ctc: 0.1423 2022/12/29 00:52:35 - mmengine - INFO - Epoch(train) [14][ 1100/15807] lr: 9.2923e-05 eta: 16:21:56 time: 0.5541 data_time: 0.0030 memory: 12269 loss: 0.0979 loss_ctc: 0.0979 2022/12/29 00:53:28 - mmengine - INFO - Epoch(train) [14][ 1200/15807] lr: 9.2797e-05 eta: 16:21:02 time: 0.5504 data_time: 0.0015 memory: 12269 loss: 0.1213 loss_ctc: 0.1213 2022/12/29 00:54:21 - mmengine - INFO - Epoch(train) [14][ 1300/15807] lr: 9.2671e-05 eta: 16:20:08 time: 0.5119 data_time: 0.0014 memory: 12269 loss: 0.1209 loss_ctc: 0.1209 2022/12/29 00:55:14 - mmengine - INFO - Epoch(train) [14][ 1400/15807] lr: 9.2544e-05 eta: 16:19:13 time: 0.5317 data_time: 0.0044 memory: 12269 loss: 0.1104 loss_ctc: 0.1104 2022/12/29 00:56:07 - mmengine - INFO - Epoch(train) [14][ 1500/15807] lr: 9.2418e-05 eta: 16:18:19 time: 0.5244 data_time: 0.0019 memory: 12269 loss: 0.1250 loss_ctc: 0.1250 2022/12/29 00:56:12 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 00:57:00 - mmengine - INFO - Epoch(train) [14][ 1600/15807] lr: 9.2292e-05 eta: 16:17:25 time: 0.5189 data_time: 0.0019 memory: 12269 loss: 0.1175 loss_ctc: 0.1175 2022/12/29 00:57:53 - mmengine - INFO - Epoch(train) [14][ 1700/15807] lr: 9.2166e-05 eta: 16:16:31 time: 0.5238 data_time: 0.0035 memory: 12269 loss: 0.1442 loss_ctc: 0.1442 2022/12/29 00:58:46 - mmengine - INFO - Epoch(train) [14][ 1800/15807] lr: 9.2040e-05 eta: 16:15:36 time: 0.4806 data_time: 0.0015 memory: 12269 loss: 0.1293 loss_ctc: 0.1293 2022/12/29 00:59:38 - mmengine - INFO - Epoch(train) [14][ 1900/15807] lr: 9.1913e-05 eta: 16:14:42 time: 0.4998 data_time: 0.0014 memory: 12269 loss: 0.1377 loss_ctc: 0.1377 2022/12/29 01:00:31 - mmengine - INFO - Epoch(train) [14][ 2000/15807] lr: 9.1787e-05 eta: 16:13:48 time: 0.4970 data_time: 0.0015 memory: 12269 loss: 0.1302 loss_ctc: 0.1302 2022/12/29 01:01:25 - mmengine - INFO - Epoch(train) [14][ 2100/15807] lr: 9.1661e-05 eta: 16:12:54 time: 0.5854 data_time: 0.0037 memory: 12269 loss: 0.1328 loss_ctc: 0.1328 2022/12/29 01:02:19 - mmengine - INFO - Epoch(train) [14][ 2200/15807] lr: 9.1535e-05 eta: 16:12:00 time: 0.5026 data_time: 0.0047 memory: 12269 loss: 0.1258 loss_ctc: 0.1258 2022/12/29 01:03:13 - mmengine - INFO - Epoch(train) [14][ 2300/15807] lr: 9.1409e-05 eta: 16:11:07 time: 0.5126 data_time: 0.0078 memory: 12269 loss: 0.1152 loss_ctc: 0.1152 2022/12/29 01:04:07 - mmengine - INFO - Epoch(train) [14][ 2400/15807] lr: 9.1283e-05 eta: 16:10:13 time: 0.5814 data_time: 0.0014 memory: 12269 loss: 0.1039 loss_ctc: 0.1039 2022/12/29 01:04:59 - mmengine - INFO - Epoch(train) [14][ 2500/15807] lr: 9.1158e-05 eta: 16:09:18 time: 0.5373 data_time: 0.0015 memory: 12269 loss: 0.1095 loss_ctc: 0.1095 2022/12/29 01:05:04 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 01:05:52 - mmengine - INFO - Epoch(train) [14][ 2600/15807] lr: 9.1032e-05 eta: 16:08:24 time: 0.5006 data_time: 0.0014 memory: 12269 loss: 0.1052 loss_ctc: 0.1052 2022/12/29 01:06:45 - mmengine - INFO - Epoch(train) [14][ 2700/15807] lr: 9.0906e-05 eta: 16:07:30 time: 0.5101 data_time: 0.0017 memory: 12269 loss: 0.1189 loss_ctc: 0.1189 2022/12/29 01:07:39 - mmengine - INFO - Epoch(train) [14][ 2800/15807] lr: 9.0780e-05 eta: 16:06:36 time: 0.5369 data_time: 0.0014 memory: 12269 loss: 0.1039 loss_ctc: 0.1039 2022/12/29 01:08:32 - mmengine - INFO - Epoch(train) [14][ 2900/15807] lr: 9.0654e-05 eta: 16:05:42 time: 0.5766 data_time: 0.0017 memory: 12269 loss: 0.1205 loss_ctc: 0.1205 2022/12/29 01:09:25 - mmengine - INFO - Epoch(train) [14][ 3000/15807] lr: 9.0529e-05 eta: 16:04:48 time: 0.5622 data_time: 0.0037 memory: 12269 loss: 0.1024 loss_ctc: 0.1024 2022/12/29 01:10:19 - mmengine - INFO - Epoch(train) [14][ 3100/15807] lr: 9.0403e-05 eta: 16:03:54 time: 0.5567 data_time: 0.0017 memory: 12269 loss: 0.1132 loss_ctc: 0.1132 2022/12/29 01:11:13 - mmengine - INFO - Epoch(train) [14][ 3200/15807] lr: 9.0277e-05 eta: 16:03:00 time: 0.5384 data_time: 0.0039 memory: 12269 loss: 0.0959 loss_ctc: 0.0959 2022/12/29 01:12:06 - mmengine - INFO - Epoch(train) [14][ 3300/15807] lr: 9.0152e-05 eta: 16:02:06 time: 0.5372 data_time: 0.0031 memory: 12269 loss: 0.1283 loss_ctc: 0.1283 2022/12/29 01:12:59 - mmengine - INFO - Epoch(train) [14][ 3400/15807] lr: 9.0026e-05 eta: 16:01:12 time: 0.5182 data_time: 0.0014 memory: 12269 loss: 0.0968 loss_ctc: 0.0968 2022/12/29 01:13:52 - mmengine - INFO - Epoch(train) [14][ 3500/15807] lr: 8.9901e-05 eta: 16:00:18 time: 0.5085 data_time: 0.0016 memory: 12269 loss: 0.1359 loss_ctc: 0.1359 2022/12/29 01:13:57 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 01:14:45 - mmengine - INFO - Epoch(train) [14][ 3600/15807] lr: 8.9775e-05 eta: 15:59:24 time: 0.5128 data_time: 0.0013 memory: 12269 loss: 0.0982 loss_ctc: 0.0982 2022/12/29 01:15:38 - mmengine - INFO - Epoch(train) [14][ 3700/15807] lr: 8.9650e-05 eta: 15:58:30 time: 0.5111 data_time: 0.0014 memory: 12269 loss: 0.1435 loss_ctc: 0.1435 2022/12/29 01:16:32 - mmengine - INFO - Epoch(train) [14][ 3800/15807] lr: 8.9524e-05 eta: 15:57:36 time: 0.5539 data_time: 0.0024 memory: 12269 loss: 0.1342 loss_ctc: 0.1342 2022/12/29 01:17:26 - mmengine - INFO - Epoch(train) [14][ 3900/15807] lr: 8.9399e-05 eta: 15:56:42 time: 0.5897 data_time: 0.0034 memory: 12269 loss: 0.1196 loss_ctc: 0.1196 2022/12/29 01:18:19 - mmengine - INFO - Epoch(train) [14][ 4000/15807] lr: 8.9274e-05 eta: 15:55:48 time: 0.5032 data_time: 0.0017 memory: 12269 loss: 0.1258 loss_ctc: 0.1258 2022/12/29 01:19:12 - mmengine - INFO - Epoch(train) [14][ 4100/15807] lr: 8.9148e-05 eta: 15:54:54 time: 0.5310 data_time: 0.0018 memory: 12269 loss: 0.1283 loss_ctc: 0.1283 2022/12/29 01:20:05 - mmengine - INFO - Epoch(train) [14][ 4200/15807] lr: 8.9023e-05 eta: 15:54:00 time: 0.5205 data_time: 0.0027 memory: 12269 loss: 0.0968 loss_ctc: 0.0968 2022/12/29 01:20:58 - mmengine - INFO - Epoch(train) [14][ 4300/15807] lr: 8.8898e-05 eta: 15:53:05 time: 0.5279 data_time: 0.0039 memory: 12269 loss: 0.1141 loss_ctc: 0.1141 2022/12/29 01:21:51 - mmengine - INFO - Epoch(train) [14][ 4400/15807] lr: 8.8773e-05 eta: 15:52:11 time: 0.5160 data_time: 0.0026 memory: 12269 loss: 0.1179 loss_ctc: 0.1179 2022/12/29 01:22:44 - mmengine - INFO - Epoch(train) [14][ 4500/15807] lr: 8.8648e-05 eta: 15:51:17 time: 0.5078 data_time: 0.0015 memory: 12269 loss: 0.1155 loss_ctc: 0.1155 2022/12/29 01:22:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 01:23:38 - mmengine - INFO - Epoch(train) [14][ 4600/15807] lr: 8.8523e-05 eta: 15:50:23 time: 0.5483 data_time: 0.0015 memory: 12269 loss: 0.1011 loss_ctc: 0.1011 2022/12/29 01:24:31 - mmengine - INFO - Epoch(train) [14][ 4700/15807] lr: 8.8398e-05 eta: 15:49:29 time: 0.5339 data_time: 0.0025 memory: 12269 loss: 0.1311 loss_ctc: 0.1311 2022/12/29 01:25:24 - mmengine - INFO - Epoch(train) [14][ 4800/15807] lr: 8.8273e-05 eta: 15:48:35 time: 0.5336 data_time: 0.0016 memory: 12269 loss: 0.1457 loss_ctc: 0.1457 2022/12/29 01:26:18 - mmengine - INFO - Epoch(train) [14][ 4900/15807] lr: 8.8148e-05 eta: 15:47:41 time: 0.5254 data_time: 0.0015 memory: 12269 loss: 0.1177 loss_ctc: 0.1177 2022/12/29 01:27:11 - mmengine - INFO - Epoch(train) [14][ 5000/15807] lr: 8.8023e-05 eta: 15:46:47 time: 0.5284 data_time: 0.0016 memory: 12269 loss: 0.1140 loss_ctc: 0.1140 2022/12/29 01:28:03 - mmengine - INFO - Epoch(train) [14][ 5100/15807] lr: 8.7898e-05 eta: 15:45:53 time: 0.4904 data_time: 0.0027 memory: 12269 loss: 0.1210 loss_ctc: 0.1210 2022/12/29 01:28:57 - mmengine - INFO - Epoch(train) [14][ 5200/15807] lr: 8.7773e-05 eta: 15:44:59 time: 0.5621 data_time: 0.0014 memory: 12269 loss: 0.1127 loss_ctc: 0.1127 2022/12/29 01:29:50 - mmengine - INFO - Epoch(train) [14][ 5300/15807] lr: 8.7648e-05 eta: 15:44:04 time: 0.4950 data_time: 0.0015 memory: 12269 loss: 0.1251 loss_ctc: 0.1251 2022/12/29 01:30:43 - mmengine - INFO - Epoch(train) [14][ 5400/15807] lr: 8.7523e-05 eta: 15:43:10 time: 0.5353 data_time: 0.0021 memory: 12269 loss: 0.0984 loss_ctc: 0.0984 2022/12/29 01:31:35 - mmengine - INFO - Epoch(train) [14][ 5500/15807] lr: 8.7399e-05 eta: 15:42:16 time: 0.4842 data_time: 0.0017 memory: 12269 loss: 0.1175 loss_ctc: 0.1175 2022/12/29 01:31:40 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 01:32:29 - mmengine - INFO - Epoch(train) [14][ 5600/15807] lr: 8.7274e-05 eta: 15:41:22 time: 0.5529 data_time: 0.0014 memory: 12269 loss: 0.1126 loss_ctc: 0.1126 2022/12/29 01:33:22 - mmengine - INFO - Epoch(train) [14][ 5700/15807] lr: 8.7149e-05 eta: 15:40:28 time: 0.5420 data_time: 0.0014 memory: 12269 loss: 0.1244 loss_ctc: 0.1244 2022/12/29 01:34:14 - mmengine - INFO - Epoch(train) [14][ 5800/15807] lr: 8.7025e-05 eta: 15:39:33 time: 0.5241 data_time: 0.0014 memory: 12269 loss: 0.1314 loss_ctc: 0.1314 2022/12/29 01:35:07 - mmengine - INFO - Epoch(train) [14][ 5900/15807] lr: 8.6900e-05 eta: 15:38:39 time: 0.5675 data_time: 0.0018 memory: 12269 loss: 0.1340 loss_ctc: 0.1340 2022/12/29 01:36:00 - mmengine - INFO - Epoch(train) [14][ 6000/15807] lr: 8.6776e-05 eta: 15:37:45 time: 0.5154 data_time: 0.0019 memory: 12269 loss: 0.0898 loss_ctc: 0.0898 2022/12/29 01:36:54 - mmengine - INFO - Epoch(train) [14][ 6100/15807] lr: 8.6651e-05 eta: 15:36:51 time: 0.5232 data_time: 0.0014 memory: 12269 loss: 0.1241 loss_ctc: 0.1241 2022/12/29 01:37:48 - mmengine - INFO - Epoch(train) [14][ 6200/15807] lr: 8.6527e-05 eta: 15:35:58 time: 0.6009 data_time: 0.0023 memory: 12269 loss: 0.1031 loss_ctc: 0.1031 2022/12/29 01:38:41 - mmengine - INFO - Epoch(train) [14][ 6300/15807] lr: 8.6402e-05 eta: 15:35:03 time: 0.5330 data_time: 0.0015 memory: 12269 loss: 0.1017 loss_ctc: 0.1017 2022/12/29 01:39:34 - mmengine - INFO - Epoch(train) [14][ 6400/15807] lr: 8.6278e-05 eta: 15:34:09 time: 0.5209 data_time: 0.0052 memory: 12269 loss: 0.1199 loss_ctc: 0.1199 2022/12/29 01:40:28 - mmengine - INFO - Epoch(train) [14][ 6500/15807] lr: 8.6154e-05 eta: 15:33:16 time: 0.5631 data_time: 0.0036 memory: 12269 loss: 0.1297 loss_ctc: 0.1297 2022/12/29 01:40:33 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 01:41:21 - mmengine - INFO - Epoch(train) [14][ 6600/15807] lr: 8.6030e-05 eta: 15:32:21 time: 0.5128 data_time: 0.0024 memory: 12269 loss: 0.1094 loss_ctc: 0.1094 2022/12/29 01:42:14 - mmengine - INFO - Epoch(train) [14][ 6700/15807] lr: 8.5905e-05 eta: 15:31:27 time: 0.5253 data_time: 0.0014 memory: 12269 loss: 0.1186 loss_ctc: 0.1186 2022/12/29 01:43:07 - mmengine - INFO - Epoch(train) [14][ 6800/15807] lr: 8.5781e-05 eta: 15:30:33 time: 0.4894 data_time: 0.0015 memory: 12269 loss: 0.1358 loss_ctc: 0.1358 2022/12/29 01:44:00 - mmengine - INFO - Epoch(train) [14][ 6900/15807] lr: 8.5657e-05 eta: 15:29:39 time: 0.5409 data_time: 0.0025 memory: 12269 loss: 0.1289 loss_ctc: 0.1289 2022/12/29 01:44:53 - mmengine - INFO - Epoch(train) [14][ 7000/15807] lr: 8.5533e-05 eta: 15:28:45 time: 0.5024 data_time: 0.0033 memory: 12269 loss: 0.1273 loss_ctc: 0.1273 2022/12/29 01:45:46 - mmengine - INFO - Epoch(train) [14][ 7100/15807] lr: 8.5409e-05 eta: 15:27:51 time: 0.5018 data_time: 0.0015 memory: 12269 loss: 0.1281 loss_ctc: 0.1281 2022/12/29 01:46:40 - mmengine - INFO - Epoch(train) [14][ 7200/15807] lr: 8.5285e-05 eta: 15:26:57 time: 0.5389 data_time: 0.0015 memory: 12269 loss: 0.1086 loss_ctc: 0.1086 2022/12/29 01:47:33 - mmengine - INFO - Epoch(train) [14][ 7300/15807] lr: 8.5161e-05 eta: 15:26:03 time: 0.5249 data_time: 0.0024 memory: 12269 loss: 0.1154 loss_ctc: 0.1154 2022/12/29 01:48:27 - mmengine - INFO - Epoch(train) [14][ 7400/15807] lr: 8.5037e-05 eta: 15:25:09 time: 0.5874 data_time: 0.0020 memory: 12269 loss: 0.1205 loss_ctc: 0.1205 2022/12/29 01:49:21 - mmengine - INFO - Epoch(train) [14][ 7500/15807] lr: 8.4913e-05 eta: 15:24:15 time: 0.5357 data_time: 0.0025 memory: 12269 loss: 0.1396 loss_ctc: 0.1396 2022/12/29 01:49:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 01:50:14 - mmengine - INFO - Epoch(train) [14][ 7600/15807] lr: 8.4789e-05 eta: 15:23:21 time: 0.5283 data_time: 0.0013 memory: 12269 loss: 0.0984 loss_ctc: 0.0984 2022/12/29 01:51:07 - mmengine - INFO - Epoch(train) [14][ 7700/15807] lr: 8.4666e-05 eta: 15:22:27 time: 0.4964 data_time: 0.0015 memory: 12269 loss: 0.1149 loss_ctc: 0.1149 2022/12/29 01:52:00 - mmengine - INFO - Epoch(train) [14][ 7800/15807] lr: 8.4542e-05 eta: 15:21:33 time: 0.5484 data_time: 0.0038 memory: 12269 loss: 0.0994 loss_ctc: 0.0994 2022/12/29 01:52:54 - mmengine - INFO - Epoch(train) [14][ 7900/15807] lr: 8.4418e-05 eta: 15:20:39 time: 0.5540 data_time: 0.0016 memory: 12269 loss: 0.1105 loss_ctc: 0.1105 2022/12/29 01:53:48 - mmengine - INFO - Epoch(train) [14][ 8000/15807] lr: 8.4294e-05 eta: 15:19:46 time: 0.5591 data_time: 0.0014 memory: 12269 loss: 0.1274 loss_ctc: 0.1274 2022/12/29 01:54:41 - mmengine - INFO - Epoch(train) [14][ 8100/15807] lr: 8.4171e-05 eta: 15:18:52 time: 0.5337 data_time: 0.0017 memory: 12269 loss: 0.1238 loss_ctc: 0.1238 2022/12/29 01:55:34 - mmengine - INFO - Epoch(train) [14][ 8200/15807] lr: 8.4047e-05 eta: 15:17:57 time: 0.5120 data_time: 0.0015 memory: 12269 loss: 0.1204 loss_ctc: 0.1204 2022/12/29 01:56:28 - mmengine - INFO - Epoch(train) [14][ 8300/15807] lr: 8.3924e-05 eta: 15:17:04 time: 0.5103 data_time: 0.0015 memory: 12269 loss: 0.1023 loss_ctc: 0.1023 2022/12/29 01:57:20 - mmengine - INFO - Epoch(train) [14][ 8400/15807] lr: 8.3800e-05 eta: 15:16:09 time: 0.5477 data_time: 0.0016 memory: 12269 loss: 0.1305 loss_ctc: 0.1305 2022/12/29 01:58:14 - mmengine - INFO - Epoch(train) [14][ 8500/15807] lr: 8.3677e-05 eta: 15:15:16 time: 0.5275 data_time: 0.0014 memory: 12269 loss: 0.1268 loss_ctc: 0.1268 2022/12/29 01:58:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 01:59:08 - mmengine - INFO - Epoch(train) [14][ 8600/15807] lr: 8.3554e-05 eta: 15:14:22 time: 0.5209 data_time: 0.0030 memory: 12269 loss: 0.1217 loss_ctc: 0.1217 2022/12/29 02:00:01 - mmengine - INFO - Epoch(train) [14][ 8700/15807] lr: 8.3430e-05 eta: 15:13:28 time: 0.4805 data_time: 0.0014 memory: 12269 loss: 0.1026 loss_ctc: 0.1026 2022/12/29 02:00:54 - mmengine - INFO - Epoch(train) [14][ 8800/15807] lr: 8.3307e-05 eta: 15:12:33 time: 0.5172 data_time: 0.0032 memory: 12269 loss: 0.0910 loss_ctc: 0.0910 2022/12/29 02:01:48 - mmengine - INFO - Epoch(train) [14][ 8900/15807] lr: 8.3184e-05 eta: 15:11:40 time: 0.5405 data_time: 0.0039 memory: 12269 loss: 0.1323 loss_ctc: 0.1323 2022/12/29 02:02:41 - mmengine - INFO - Epoch(train) [14][ 9000/15807] lr: 8.3060e-05 eta: 15:10:46 time: 0.4968 data_time: 0.0019 memory: 12269 loss: 0.1134 loss_ctc: 0.1134 2022/12/29 02:03:33 - mmengine - INFO - Epoch(train) [14][ 9100/15807] lr: 8.2937e-05 eta: 15:09:51 time: 0.5333 data_time: 0.0018 memory: 12269 loss: 0.1283 loss_ctc: 0.1283 2022/12/29 02:04:27 - mmengine - INFO - Epoch(train) [14][ 9200/15807] lr: 8.2814e-05 eta: 15:08:58 time: 0.5371 data_time: 0.0016 memory: 12269 loss: 0.1100 loss_ctc: 0.1100 2022/12/29 02:05:21 - mmengine - INFO - Epoch(train) [14][ 9300/15807] lr: 8.2691e-05 eta: 15:08:04 time: 0.5534 data_time: 0.0015 memory: 12269 loss: 0.1169 loss_ctc: 0.1169 2022/12/29 02:06:14 - mmengine - INFO - Epoch(train) [14][ 9400/15807] lr: 8.2568e-05 eta: 15:07:10 time: 0.5098 data_time: 0.0016 memory: 12269 loss: 0.1170 loss_ctc: 0.1170 2022/12/29 02:07:08 - mmengine - INFO - Epoch(train) [14][ 9500/15807] lr: 8.2445e-05 eta: 15:06:16 time: 0.5291 data_time: 0.0041 memory: 12269 loss: 0.1165 loss_ctc: 0.1165 2022/12/29 02:07:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 02:08:01 - mmengine - INFO - Epoch(train) [14][ 9600/15807] lr: 8.2322e-05 eta: 15:05:22 time: 0.5095 data_time: 0.0024 memory: 12269 loss: 0.1164 loss_ctc: 0.1164 2022/12/29 02:08:55 - mmengine - INFO - Epoch(train) [14][ 9700/15807] lr: 8.2199e-05 eta: 15:04:28 time: 0.5566 data_time: 0.0015 memory: 12269 loss: 0.1194 loss_ctc: 0.1194 2022/12/29 02:09:48 - mmengine - INFO - Epoch(train) [14][ 9800/15807] lr: 8.2077e-05 eta: 15:03:34 time: 0.5299 data_time: 0.0023 memory: 12269 loss: 0.1069 loss_ctc: 0.1069 2022/12/29 02:10:42 - mmengine - INFO - Epoch(train) [14][ 9900/15807] lr: 8.1954e-05 eta: 15:02:40 time: 0.5795 data_time: 0.0112 memory: 12269 loss: 0.1218 loss_ctc: 0.1218 2022/12/29 02:11:34 - mmengine - INFO - Epoch(train) [14][10000/15807] lr: 8.1831e-05 eta: 15:01:46 time: 0.5340 data_time: 0.0016 memory: 12269 loss: 0.0857 loss_ctc: 0.0857 2022/12/29 02:12:29 - mmengine - INFO - Epoch(train) [14][10100/15807] lr: 8.1708e-05 eta: 15:00:53 time: 0.5509 data_time: 0.0014 memory: 12269 loss: 0.1123 loss_ctc: 0.1123 2022/12/29 02:13:21 - mmengine - INFO - Epoch(train) [14][10200/15807] lr: 8.1586e-05 eta: 14:59:58 time: 0.4960 data_time: 0.0016 memory: 12269 loss: 0.1398 loss_ctc: 0.1398 2022/12/29 02:14:15 - mmengine - INFO - Epoch(train) [14][10300/15807] lr: 8.1463e-05 eta: 14:59:04 time: 0.5277 data_time: 0.0016 memory: 12269 loss: 0.1239 loss_ctc: 0.1239 2022/12/29 02:15:09 - mmengine - INFO - Epoch(train) [14][10400/15807] lr: 8.1341e-05 eta: 14:58:11 time: 0.5538 data_time: 0.0016 memory: 12269 loss: 0.1512 loss_ctc: 0.1512 2022/12/29 02:16:02 - mmengine - INFO - Epoch(train) [14][10500/15807] lr: 8.1218e-05 eta: 14:57:17 time: 0.5675 data_time: 0.0019 memory: 12269 loss: 0.1004 loss_ctc: 0.1004 2022/12/29 02:16:07 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 02:16:56 - mmengine - INFO - Epoch(train) [14][10600/15807] lr: 8.1096e-05 eta: 14:56:23 time: 0.5347 data_time: 0.0014 memory: 12269 loss: 0.1114 loss_ctc: 0.1114 2022/12/29 02:17:49 - mmengine - INFO - Epoch(train) [14][10700/15807] lr: 8.0973e-05 eta: 14:55:29 time: 0.5191 data_time: 0.0015 memory: 12269 loss: 0.0973 loss_ctc: 0.0973 2022/12/29 02:18:43 - mmengine - INFO - Epoch(train) [14][10800/15807] lr: 8.0851e-05 eta: 14:54:35 time: 0.5707 data_time: 0.0015 memory: 12269 loss: 0.1129 loss_ctc: 0.1129 2022/12/29 02:19:36 - mmengine - INFO - Epoch(train) [14][10900/15807] lr: 8.0729e-05 eta: 14:53:41 time: 0.5405 data_time: 0.0014 memory: 12269 loss: 0.1251 loss_ctc: 0.1251 2022/12/29 02:20:29 - mmengine - INFO - Epoch(train) [14][11000/15807] lr: 8.0606e-05 eta: 14:52:47 time: 0.5378 data_time: 0.0014 memory: 12269 loss: 0.1183 loss_ctc: 0.1183 2022/12/29 02:21:23 - mmengine - INFO - Epoch(train) [14][11100/15807] lr: 8.0484e-05 eta: 14:51:53 time: 0.5764 data_time: 0.0022 memory: 12269 loss: 0.1258 loss_ctc: 0.1258 2022/12/29 02:22:16 - mmengine - INFO - Epoch(train) [14][11200/15807] lr: 8.0362e-05 eta: 14:50:59 time: 0.5090 data_time: 0.0015 memory: 12269 loss: 0.1107 loss_ctc: 0.1107 2022/12/29 02:23:10 - mmengine - INFO - Epoch(train) [14][11300/15807] lr: 8.0240e-05 eta: 14:50:05 time: 0.5600 data_time: 0.0034 memory: 12269 loss: 0.1073 loss_ctc: 0.1073 2022/12/29 02:24:02 - mmengine - INFO - Epoch(train) [14][11400/15807] lr: 8.0118e-05 eta: 14:49:11 time: 0.5271 data_time: 0.0018 memory: 12269 loss: 0.1217 loss_ctc: 0.1217 2022/12/29 02:24:56 - mmengine - INFO - Epoch(train) [14][11500/15807] lr: 7.9996e-05 eta: 14:48:17 time: 0.5312 data_time: 0.0029 memory: 12269 loss: 0.1285 loss_ctc: 0.1285 2022/12/29 02:25:01 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 02:25:50 - mmengine - INFO - Epoch(train) [14][11600/15807] lr: 7.9874e-05 eta: 14:47:23 time: 0.5557 data_time: 0.0015 memory: 12269 loss: 0.1136 loss_ctc: 0.1136 2022/12/29 02:26:43 - mmengine - INFO - Epoch(train) [14][11700/15807] lr: 7.9752e-05 eta: 14:46:30 time: 0.5403 data_time: 0.0015 memory: 12269 loss: 0.1161 loss_ctc: 0.1161 2022/12/29 02:27:36 - mmengine - INFO - Epoch(train) [14][11800/15807] lr: 7.9630e-05 eta: 14:45:36 time: 0.5182 data_time: 0.0023 memory: 12269 loss: 0.1152 loss_ctc: 0.1152 2022/12/29 02:28:30 - mmengine - INFO - Epoch(train) [14][11900/15807] lr: 7.9508e-05 eta: 14:44:42 time: 0.5347 data_time: 0.0021 memory: 12269 loss: 0.1132 loss_ctc: 0.1132 2022/12/29 02:29:23 - mmengine - INFO - Epoch(train) [14][12000/15807] lr: 7.9386e-05 eta: 14:43:47 time: 0.5315 data_time: 0.0017 memory: 12269 loss: 0.1111 loss_ctc: 0.1111 2022/12/29 02:30:16 - mmengine - INFO - Epoch(train) [14][12100/15807] lr: 7.9265e-05 eta: 14:42:54 time: 0.5762 data_time: 0.0036 memory: 12269 loss: 0.1223 loss_ctc: 0.1223 2022/12/29 02:31:09 - mmengine - INFO - Epoch(train) [14][12200/15807] lr: 7.9143e-05 eta: 14:41:59 time: 0.5057 data_time: 0.0014 memory: 12269 loss: 0.1270 loss_ctc: 0.1270 2022/12/29 02:32:03 - mmengine - INFO - Epoch(train) [14][12300/15807] lr: 7.9021e-05 eta: 14:41:06 time: 0.5496 data_time: 0.0015 memory: 12269 loss: 0.1110 loss_ctc: 0.1110 2022/12/29 02:32:56 - mmengine - INFO - Epoch(train) [14][12400/15807] lr: 7.8900e-05 eta: 14:40:12 time: 0.5184 data_time: 0.0043 memory: 12269 loss: 0.1226 loss_ctc: 0.1226 2022/12/29 02:33:50 - mmengine - INFO - Epoch(train) [14][12500/15807] lr: 7.8778e-05 eta: 14:39:18 time: 0.5392 data_time: 0.0038 memory: 12269 loss: 0.1161 loss_ctc: 0.1161 2022/12/29 02:33:55 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 02:34:43 - mmengine - INFO - Epoch(train) [14][12600/15807] lr: 7.8657e-05 eta: 14:38:24 time: 0.5612 data_time: 0.0015 memory: 12269 loss: 0.1212 loss_ctc: 0.1212 2022/12/29 02:35:36 - mmengine - INFO - Epoch(train) [14][12700/15807] lr: 7.8536e-05 eta: 14:37:30 time: 0.5330 data_time: 0.0015 memory: 12269 loss: 0.0818 loss_ctc: 0.0818 2022/12/29 02:36:29 - mmengine - INFO - Epoch(train) [14][12800/15807] lr: 7.8414e-05 eta: 14:36:36 time: 0.5436 data_time: 0.0014 memory: 12269 loss: 0.1281 loss_ctc: 0.1281 2022/12/29 02:37:22 - mmengine - INFO - Epoch(train) [14][12900/15807] lr: 7.8293e-05 eta: 14:35:42 time: 0.5619 data_time: 0.0015 memory: 12269 loss: 0.1022 loss_ctc: 0.1022 2022/12/29 02:38:15 - mmengine - INFO - Epoch(train) [14][13000/15807] lr: 7.8172e-05 eta: 14:34:48 time: 0.5465 data_time: 0.0013 memory: 12269 loss: 0.1046 loss_ctc: 0.1046 2022/12/29 02:39:09 - mmengine - INFO - Epoch(train) [14][13100/15807] lr: 7.8050e-05 eta: 14:33:54 time: 0.5034 data_time: 0.0016 memory: 12269 loss: 0.1313 loss_ctc: 0.1313 2022/12/29 02:40:01 - mmengine - INFO - Epoch(train) [14][13200/15807] lr: 7.7929e-05 eta: 14:32:59 time: 0.5107 data_time: 0.0014 memory: 12269 loss: 0.1303 loss_ctc: 0.1303 2022/12/29 02:40:54 - mmengine - INFO - Epoch(train) [14][13300/15807] lr: 7.7808e-05 eta: 14:32:05 time: 0.5233 data_time: 0.0015 memory: 12269 loss: 0.1353 loss_ctc: 0.1353 2022/12/29 02:41:47 - mmengine - INFO - Epoch(train) [14][13400/15807] lr: 7.7687e-05 eta: 14:31:11 time: 0.5035 data_time: 0.0021 memory: 12269 loss: 0.0913 loss_ctc: 0.0913 2022/12/29 02:42:40 - mmengine - INFO - Epoch(train) [14][13500/15807] lr: 7.7566e-05 eta: 14:30:17 time: 0.5460 data_time: 0.0015 memory: 12269 loss: 0.1075 loss_ctc: 0.1075 2022/12/29 02:42:45 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 02:43:33 - mmengine - INFO - Epoch(train) [14][13600/15807] lr: 7.7445e-05 eta: 14:29:23 time: 0.5521 data_time: 0.0014 memory: 12269 loss: 0.1259 loss_ctc: 0.1259 2022/12/29 02:44:26 - mmengine - INFO - Epoch(train) [14][13700/15807] lr: 7.7324e-05 eta: 14:28:29 time: 0.5177 data_time: 0.0015 memory: 12269 loss: 0.1019 loss_ctc: 0.1019 2022/12/29 02:45:19 - mmengine - INFO - Epoch(train) [14][13800/15807] lr: 7.7203e-05 eta: 14:27:35 time: 0.5693 data_time: 0.0015 memory: 12269 loss: 0.1336 loss_ctc: 0.1336 2022/12/29 02:46:12 - mmengine - INFO - Epoch(train) [14][13900/15807] lr: 7.7083e-05 eta: 14:26:41 time: 0.5148 data_time: 0.0019 memory: 12269 loss: 0.1190 loss_ctc: 0.1190 2022/12/29 02:47:05 - mmengine - INFO - Epoch(train) [14][14000/15807] lr: 7.6962e-05 eta: 14:25:47 time: 0.5420 data_time: 0.0014 memory: 12269 loss: 0.1215 loss_ctc: 0.1215 2022/12/29 02:47:59 - mmengine - INFO - Epoch(train) [14][14100/15807] lr: 7.6841e-05 eta: 14:24:53 time: 0.5486 data_time: 0.0025 memory: 12269 loss: 0.1281 loss_ctc: 0.1281 2022/12/29 02:48:52 - mmengine - INFO - Epoch(train) [14][14200/15807] lr: 7.6721e-05 eta: 14:23:59 time: 0.5069 data_time: 0.0050 memory: 12269 loss: 0.1258 loss_ctc: 0.1258 2022/12/29 02:49:46 - mmengine - INFO - Epoch(train) [14][14300/15807] lr: 7.6600e-05 eta: 14:23:05 time: 0.5994 data_time: 0.0015 memory: 12269 loss: 0.1270 loss_ctc: 0.1270 2022/12/29 02:50:38 - mmengine - INFO - Epoch(train) [14][14400/15807] lr: 7.6479e-05 eta: 14:22:11 time: 0.5277 data_time: 0.0014 memory: 12269 loss: 0.1223 loss_ctc: 0.1223 2022/12/29 02:51:31 - mmengine - INFO - Epoch(train) [14][14500/15807] lr: 7.6359e-05 eta: 14:21:16 time: 0.5272 data_time: 0.0016 memory: 12269 loss: 0.0810 loss_ctc: 0.0810 2022/12/29 02:51:36 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 02:52:24 - mmengine - INFO - Epoch(train) [14][14600/15807] lr: 7.6239e-05 eta: 14:20:22 time: 0.5296 data_time: 0.0038 memory: 12269 loss: 0.1349 loss_ctc: 0.1349 2022/12/29 02:53:17 - mmengine - INFO - Epoch(train) [14][14700/15807] lr: 7.6118e-05 eta: 14:19:28 time: 0.5326 data_time: 0.0014 memory: 12269 loss: 0.1154 loss_ctc: 0.1154 2022/12/29 02:54:10 - mmengine - INFO - Epoch(train) [14][14800/15807] lr: 7.5998e-05 eta: 14:18:34 time: 0.5297 data_time: 0.0016 memory: 12269 loss: 0.1158 loss_ctc: 0.1158 2022/12/29 02:55:03 - mmengine - INFO - Epoch(train) [14][14900/15807] lr: 7.5878e-05 eta: 14:17:40 time: 0.5198 data_time: 0.0014 memory: 12269 loss: 0.1224 loss_ctc: 0.1224 2022/12/29 02:55:57 - mmengine - INFO - Epoch(train) [14][15000/15807] lr: 7.5757e-05 eta: 14:16:46 time: 0.5192 data_time: 0.0018 memory: 12269 loss: 0.1031 loss_ctc: 0.1031 2022/12/29 02:56:51 - mmengine - INFO - Epoch(train) [14][15100/15807] lr: 7.5637e-05 eta: 14:15:53 time: 0.5263 data_time: 0.0015 memory: 12269 loss: 0.0994 loss_ctc: 0.0994 2022/12/29 02:57:43 - mmengine - INFO - Epoch(train) [14][15200/15807] lr: 7.5517e-05 eta: 14:14:58 time: 0.5488 data_time: 0.0015 memory: 12269 loss: 0.1118 loss_ctc: 0.1118 2022/12/29 02:58:36 - mmengine - INFO - Epoch(train) [14][15300/15807] lr: 7.5397e-05 eta: 14:14:04 time: 0.5241 data_time: 0.0015 memory: 12269 loss: 0.1123 loss_ctc: 0.1123 2022/12/29 02:59:30 - mmengine - INFO - Epoch(train) [14][15400/15807] lr: 7.5277e-05 eta: 14:13:11 time: 0.5112 data_time: 0.0015 memory: 12269 loss: 0.1360 loss_ctc: 0.1360 2022/12/29 03:00:24 - mmengine - INFO - Epoch(train) [14][15500/15807] lr: 7.5157e-05 eta: 14:12:17 time: 0.5280 data_time: 0.0022 memory: 12269 loss: 0.1062 loss_ctc: 0.1062 2022/12/29 03:00:28 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:01:17 - mmengine - INFO - Epoch(train) [14][15600/15807] lr: 7.5037e-05 eta: 14:11:23 time: 0.5185 data_time: 0.0017 memory: 12269 loss: 0.1163 loss_ctc: 0.1163 2022/12/29 03:02:10 - mmengine - INFO - Epoch(train) [14][15700/15807] lr: 7.4917e-05 eta: 14:10:29 time: 0.5461 data_time: 0.0015 memory: 12269 loss: 0.1090 loss_ctc: 0.1090 2022/12/29 03:03:01 - mmengine - INFO - Epoch(train) [14][15800/15807] lr: 7.4798e-05 eta: 14:09:34 time: 0.4680 data_time: 0.0016 memory: 12269 loss: 0.1078 loss_ctc: 0.1078 2022/12/29 03:03:04 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:03:04 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/12/29 03:03:11 - mmengine - INFO - Epoch(val) [14][8/8] CUTE80/recog/word_acc: 0.1667 CUTE80/recog/word_acc_ignore_case: 0.9028 CUTE80/recog/word_acc_ignore_case_symbol: 0.9028 IIIT5K/recog/word_acc: 0.0653 IIIT5K/recog/word_acc_ignore_case: 0.8570 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8570 SVT/recog/word_acc: 0.9181 SVT/recog/word_acc_ignore_case: 0.9181 SVT/recog/word_acc_ignore_case_symbol: 0.9181 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8388 SVTP/recog/word_acc_ignore_case_symbol: 0.8388 IC13/recog/word_acc: 0.2867 IC13/recog/word_acc_ignore_case: 0.9438 IC13/recog/word_acc_ignore_case_symbol: 0.9438 IC15/recog/word_acc: 0.1189 IC15/recog/word_acc_ignore_case: 0.7386 IC15/recog/word_acc_ignore_case_symbol: 0.7453 CUTE80/recog/char_recall: 0.9580 CUTE80/recog/char_precision: 0.9604 IIIT5K/recog/char_recall: 0.9908 IIIT5K/recog/char_precision: 0.9132 SVT/recog/char_recall: 0.9808 SVT/recog/char_precision: 0.9695 SVTP/recog/char_recall: 0.9393 SVTP/recog/char_precision: 0.9523 IC13/recog/char_recall: 0.9902 IC13/recog/char_precision: 0.9795 IC15/recog/char_recall: 0.9275 IC15/recog/char_precision: 0.8922 2022/12/29 03:04:10 - mmengine - INFO - Epoch(train) [15][ 100/15807] lr: 7.4670e-05 eta: 14:08:38 time: 0.5380 data_time: 0.0027 memory: 12269 loss: 0.1080 loss_ctc: 0.1080 2022/12/29 03:05:02 - mmengine - INFO - Epoch(train) [15][ 200/15807] lr: 7.4550e-05 eta: 14:07:44 time: 0.5132 data_time: 0.0020 memory: 12269 loss: 0.1173 loss_ctc: 0.1173 2022/12/29 03:05:56 - mmengine - INFO - Epoch(train) [15][ 300/15807] lr: 7.4430e-05 eta: 14:06:50 time: 0.5504 data_time: 0.0015 memory: 12269 loss: 0.1254 loss_ctc: 0.1254 2022/12/29 03:06:49 - mmengine - INFO - Epoch(train) [15][ 400/15807] lr: 7.4311e-05 eta: 14:05:56 time: 0.5141 data_time: 0.0014 memory: 12269 loss: 0.1170 loss_ctc: 0.1170 2022/12/29 03:07:43 - mmengine - INFO - Epoch(train) [15][ 500/15807] lr: 7.4191e-05 eta: 14:05:02 time: 0.5548 data_time: 0.0018 memory: 12269 loss: 0.1438 loss_ctc: 0.1438 2022/12/29 03:08:37 - mmengine - INFO - Epoch(train) [15][ 600/15807] lr: 7.4072e-05 eta: 14:04:09 time: 0.5219 data_time: 0.0014 memory: 12269 loss: 0.1114 loss_ctc: 0.1114 2022/12/29 03:09:29 - mmengine - INFO - Epoch(train) [15][ 700/15807] lr: 7.3952e-05 eta: 14:03:14 time: 0.5140 data_time: 0.0015 memory: 12269 loss: 0.0993 loss_ctc: 0.0993 2022/12/29 03:09:30 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:10:22 - mmengine - INFO - Epoch(train) [15][ 800/15807] lr: 7.3833e-05 eta: 14:02:20 time: 0.5276 data_time: 0.0029 memory: 12269 loss: 0.1145 loss_ctc: 0.1145 2022/12/29 03:11:13 - mmengine - INFO - Epoch(train) [15][ 900/15807] lr: 7.3714e-05 eta: 14:01:25 time: 0.4803 data_time: 0.0021 memory: 12269 loss: 0.1075 loss_ctc: 0.1075 2022/12/29 03:12:07 - mmengine - INFO - Epoch(train) [15][ 1000/15807] lr: 7.3595e-05 eta: 14:00:31 time: 0.5698 data_time: 0.0020 memory: 12269 loss: 0.0912 loss_ctc: 0.0912 2022/12/29 03:13:00 - mmengine - INFO - Epoch(train) [15][ 1100/15807] lr: 7.3475e-05 eta: 13:59:38 time: 0.5440 data_time: 0.0014 memory: 12269 loss: 0.1209 loss_ctc: 0.1209 2022/12/29 03:13:54 - mmengine - INFO - Epoch(train) [15][ 1200/15807] lr: 7.3356e-05 eta: 13:58:43 time: 0.5126 data_time: 0.0075 memory: 12269 loss: 0.1051 loss_ctc: 0.1051 2022/12/29 03:14:46 - mmengine - INFO - Epoch(train) [15][ 1300/15807] lr: 7.3237e-05 eta: 13:57:49 time: 0.4947 data_time: 0.0015 memory: 12269 loss: 0.1125 loss_ctc: 0.1125 2022/12/29 03:15:40 - mmengine - INFO - Epoch(train) [15][ 1400/15807] lr: 7.3118e-05 eta: 13:56:56 time: 0.5959 data_time: 0.0041 memory: 12269 loss: 0.1193 loss_ctc: 0.1193 2022/12/29 03:16:33 - mmengine - INFO - Epoch(train) [15][ 1500/15807] lr: 7.2999e-05 eta: 13:56:02 time: 0.5023 data_time: 0.0014 memory: 12269 loss: 0.1045 loss_ctc: 0.1045 2022/12/29 03:17:28 - mmengine - INFO - Epoch(train) [15][ 1600/15807] lr: 7.2881e-05 eta: 13:55:08 time: 0.5777 data_time: 0.0060 memory: 12269 loss: 0.1019 loss_ctc: 0.1019 2022/12/29 03:18:20 - mmengine - INFO - Epoch(train) [15][ 1700/15807] lr: 7.2762e-05 eta: 13:54:14 time: 0.4931 data_time: 0.0014 memory: 12269 loss: 0.1445 loss_ctc: 0.1445 2022/12/29 03:18:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:19:13 - mmengine - INFO - Epoch(train) [15][ 1800/15807] lr: 7.2643e-05 eta: 13:53:20 time: 0.5312 data_time: 0.0018 memory: 12269 loss: 0.1131 loss_ctc: 0.1131 2022/12/29 03:20:05 - mmengine - INFO - Epoch(train) [15][ 1900/15807] lr: 7.2524e-05 eta: 13:52:25 time: 0.5044 data_time: 0.0030 memory: 12269 loss: 0.1073 loss_ctc: 0.1073 2022/12/29 03:20:58 - mmengine - INFO - Epoch(train) [15][ 2000/15807] lr: 7.2406e-05 eta: 13:51:31 time: 0.4923 data_time: 0.0028 memory: 12269 loss: 0.0915 loss_ctc: 0.0915 2022/12/29 03:21:50 - mmengine - INFO - Epoch(train) [15][ 2100/15807] lr: 7.2287e-05 eta: 13:50:37 time: 0.5414 data_time: 0.0018 memory: 12269 loss: 0.0889 loss_ctc: 0.0889 2022/12/29 03:22:43 - mmengine - INFO - Epoch(train) [15][ 2200/15807] lr: 7.2168e-05 eta: 13:49:43 time: 0.5516 data_time: 0.0015 memory: 12269 loss: 0.1403 loss_ctc: 0.1403 2022/12/29 03:23:36 - mmengine - INFO - Epoch(train) [15][ 2300/15807] lr: 7.2050e-05 eta: 13:48:49 time: 0.4955 data_time: 0.0044 memory: 12269 loss: 0.1346 loss_ctc: 0.1346 2022/12/29 03:24:30 - mmengine - INFO - Epoch(train) [15][ 2400/15807] lr: 7.1932e-05 eta: 13:47:55 time: 0.5309 data_time: 0.0016 memory: 12269 loss: 0.1296 loss_ctc: 0.1296 2022/12/29 03:25:23 - mmengine - INFO - Epoch(train) [15][ 2500/15807] lr: 7.1813e-05 eta: 13:47:01 time: 0.4887 data_time: 0.0014 memory: 12269 loss: 0.1306 loss_ctc: 0.1306 2022/12/29 03:26:17 - mmengine - INFO - Epoch(train) [15][ 2600/15807] lr: 7.1695e-05 eta: 13:46:07 time: 0.5250 data_time: 0.0014 memory: 12269 loss: 0.1216 loss_ctc: 0.1216 2022/12/29 03:27:10 - mmengine - INFO - Epoch(train) [15][ 2700/15807] lr: 7.1577e-05 eta: 13:45:13 time: 0.5304 data_time: 0.0020 memory: 12269 loss: 0.1171 loss_ctc: 0.1171 2022/12/29 03:27:11 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:28:04 - mmengine - INFO - Epoch(train) [15][ 2800/15807] lr: 7.1459e-05 eta: 13:44:19 time: 0.4948 data_time: 0.0018 memory: 12269 loss: 0.0851 loss_ctc: 0.0851 2022/12/29 03:28:57 - mmengine - INFO - Epoch(train) [15][ 2900/15807] lr: 7.1340e-05 eta: 13:43:25 time: 0.5186 data_time: 0.0014 memory: 12269 loss: 0.1334 loss_ctc: 0.1334 2022/12/29 03:29:51 - mmengine - INFO - Epoch(train) [15][ 3000/15807] lr: 7.1222e-05 eta: 13:42:32 time: 0.5378 data_time: 0.0033 memory: 12269 loss: 0.1107 loss_ctc: 0.1107 2022/12/29 03:30:44 - mmengine - INFO - Epoch(train) [15][ 3100/15807] lr: 7.1104e-05 eta: 13:41:38 time: 0.4975 data_time: 0.0022 memory: 12269 loss: 0.1003 loss_ctc: 0.1003 2022/12/29 03:31:38 - mmengine - INFO - Epoch(train) [15][ 3200/15807] lr: 7.0986e-05 eta: 13:40:44 time: 0.5962 data_time: 0.0014 memory: 12269 loss: 0.1067 loss_ctc: 0.1067 2022/12/29 03:32:30 - mmengine - INFO - Epoch(train) [15][ 3300/15807] lr: 7.0868e-05 eta: 13:39:50 time: 0.5457 data_time: 0.0030 memory: 12269 loss: 0.1254 loss_ctc: 0.1254 2022/12/29 03:33:23 - mmengine - INFO - Epoch(train) [15][ 3400/15807] lr: 7.0751e-05 eta: 13:38:56 time: 0.5085 data_time: 0.0021 memory: 12269 loss: 0.1150 loss_ctc: 0.1150 2022/12/29 03:34:17 - mmengine - INFO - Epoch(train) [15][ 3500/15807] lr: 7.0633e-05 eta: 13:38:02 time: 0.5271 data_time: 0.0015 memory: 12269 loss: 0.1121 loss_ctc: 0.1121 2022/12/29 03:35:10 - mmengine - INFO - Epoch(train) [15][ 3600/15807] lr: 7.0515e-05 eta: 13:37:08 time: 0.5182 data_time: 0.0062 memory: 12269 loss: 0.1263 loss_ctc: 0.1263 2022/12/29 03:36:03 - mmengine - INFO - Epoch(train) [15][ 3700/15807] lr: 7.0398e-05 eta: 13:36:14 time: 0.5280 data_time: 0.0038 memory: 12269 loss: 0.1037 loss_ctc: 0.1037 2022/12/29 03:36:05 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:36:57 - mmengine - INFO - Epoch(train) [15][ 3800/15807] lr: 7.0280e-05 eta: 13:35:20 time: 0.5181 data_time: 0.0021 memory: 12269 loss: 0.1295 loss_ctc: 0.1295 2022/12/29 03:37:50 - mmengine - INFO - Epoch(train) [15][ 3900/15807] lr: 7.0162e-05 eta: 13:34:26 time: 0.5254 data_time: 0.0014 memory: 12269 loss: 0.0980 loss_ctc: 0.0980 2022/12/29 03:38:43 - mmengine - INFO - Epoch(train) [15][ 4000/15807] lr: 7.0045e-05 eta: 13:33:32 time: 0.5313 data_time: 0.0013 memory: 12269 loss: 0.1157 loss_ctc: 0.1157 2022/12/29 03:39:36 - mmengine - INFO - Epoch(train) [15][ 4100/15807] lr: 6.9928e-05 eta: 13:32:38 time: 0.5370 data_time: 0.0016 memory: 12269 loss: 0.1115 loss_ctc: 0.1115 2022/12/29 03:40:29 - mmengine - INFO - Epoch(train) [15][ 4200/15807] lr: 6.9810e-05 eta: 13:31:44 time: 0.5210 data_time: 0.0018 memory: 12269 loss: 0.1128 loss_ctc: 0.1128 2022/12/29 03:41:23 - mmengine - INFO - Epoch(train) [15][ 4300/15807] lr: 6.9693e-05 eta: 13:30:50 time: 0.5648 data_time: 0.0022 memory: 12269 loss: 0.1111 loss_ctc: 0.1111 2022/12/29 03:42:15 - mmengine - INFO - Epoch(train) [15][ 4400/15807] lr: 6.9576e-05 eta: 13:29:56 time: 0.5156 data_time: 0.0014 memory: 12269 loss: 0.0900 loss_ctc: 0.0900 2022/12/29 03:43:08 - mmengine - INFO - Epoch(train) [15][ 4500/15807] lr: 6.9458e-05 eta: 13:29:02 time: 0.5280 data_time: 0.0015 memory: 12269 loss: 0.1297 loss_ctc: 0.1297 2022/12/29 03:44:01 - mmengine - INFO - Epoch(train) [15][ 4600/15807] lr: 6.9341e-05 eta: 13:28:08 time: 0.5458 data_time: 0.0015 memory: 12269 loss: 0.1358 loss_ctc: 0.1358 2022/12/29 03:44:55 - mmengine - INFO - Epoch(train) [15][ 4700/15807] lr: 6.9224e-05 eta: 13:27:14 time: 0.5670 data_time: 0.0016 memory: 12269 loss: 0.0870 loss_ctc: 0.0870 2022/12/29 03:44:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:45:47 - mmengine - INFO - Epoch(train) [15][ 4800/15807] lr: 6.9107e-05 eta: 13:26:20 time: 0.5243 data_time: 0.0015 memory: 12269 loss: 0.0988 loss_ctc: 0.0988 2022/12/29 03:46:41 - mmengine - INFO - Epoch(train) [15][ 4900/15807] lr: 6.8990e-05 eta: 13:25:26 time: 0.5248 data_time: 0.0025 memory: 12269 loss: 0.0904 loss_ctc: 0.0904 2022/12/29 03:47:33 - mmengine - INFO - Epoch(train) [15][ 5000/15807] lr: 6.8874e-05 eta: 13:24:32 time: 0.5454 data_time: 0.0014 memory: 12269 loss: 0.1095 loss_ctc: 0.1095 2022/12/29 03:48:26 - mmengine - INFO - Epoch(train) [15][ 5100/15807] lr: 6.8757e-05 eta: 13:23:38 time: 0.5631 data_time: 0.0019 memory: 12269 loss: 0.0890 loss_ctc: 0.0890 2022/12/29 03:49:19 - mmengine - INFO - Epoch(train) [15][ 5200/15807] lr: 6.8640e-05 eta: 13:22:44 time: 0.5143 data_time: 0.0013 memory: 12269 loss: 0.0981 loss_ctc: 0.0981 2022/12/29 03:50:12 - mmengine - INFO - Epoch(train) [15][ 5300/15807] lr: 6.8523e-05 eta: 13:21:50 time: 0.5515 data_time: 0.0015 memory: 12269 loss: 0.0962 loss_ctc: 0.0962 2022/12/29 03:51:05 - mmengine - INFO - Epoch(train) [15][ 5400/15807] lr: 6.8407e-05 eta: 13:20:56 time: 0.5128 data_time: 0.0016 memory: 12269 loss: 0.1267 loss_ctc: 0.1267 2022/12/29 03:51:58 - mmengine - INFO - Epoch(train) [15][ 5500/15807] lr: 6.8290e-05 eta: 13:20:01 time: 0.5585 data_time: 0.0013 memory: 12269 loss: 0.1050 loss_ctc: 0.1050 2022/12/29 03:52:51 - mmengine - INFO - Epoch(train) [15][ 5600/15807] lr: 6.8174e-05 eta: 13:19:08 time: 0.5148 data_time: 0.0035 memory: 12269 loss: 0.1089 loss_ctc: 0.1089 2022/12/29 03:53:45 - mmengine - INFO - Epoch(train) [15][ 5700/15807] lr: 6.8057e-05 eta: 13:18:14 time: 0.5537 data_time: 0.0016 memory: 12269 loss: 0.1186 loss_ctc: 0.1186 2022/12/29 03:53:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 03:54:38 - mmengine - INFO - Epoch(train) [15][ 5800/15807] lr: 6.7941e-05 eta: 13:17:20 time: 0.5218 data_time: 0.0014 memory: 12269 loss: 0.1065 loss_ctc: 0.1065 2022/12/29 03:55:32 - mmengine - INFO - Epoch(train) [15][ 5900/15807] lr: 6.7825e-05 eta: 13:16:26 time: 0.5264 data_time: 0.0014 memory: 12269 loss: 0.0947 loss_ctc: 0.0947 2022/12/29 03:56:25 - mmengine - INFO - Epoch(train) [15][ 6000/15807] lr: 6.7708e-05 eta: 13:15:32 time: 0.5439 data_time: 0.0018 memory: 12269 loss: 0.0951 loss_ctc: 0.0951 2022/12/29 03:57:18 - mmengine - INFO - Epoch(train) [15][ 6100/15807] lr: 6.7592e-05 eta: 13:14:38 time: 0.4956 data_time: 0.0015 memory: 12269 loss: 0.1297 loss_ctc: 0.1297 2022/12/29 03:58:11 - mmengine - INFO - Epoch(train) [15][ 6200/15807] lr: 6.7476e-05 eta: 13:13:44 time: 0.5455 data_time: 0.0014 memory: 12269 loss: 0.1147 loss_ctc: 0.1147 2022/12/29 03:59:04 - mmengine - INFO - Epoch(train) [15][ 6300/15807] lr: 6.7360e-05 eta: 13:12:50 time: 0.5326 data_time: 0.0063 memory: 12269 loss: 0.0994 loss_ctc: 0.0994 2022/12/29 03:59:57 - mmengine - INFO - Epoch(train) [15][ 6400/15807] lr: 6.7244e-05 eta: 13:11:56 time: 0.5304 data_time: 0.0016 memory: 12269 loss: 0.1377 loss_ctc: 0.1377 2022/12/29 04:00:51 - mmengine - INFO - Epoch(train) [15][ 6500/15807] lr: 6.7128e-05 eta: 13:11:03 time: 0.5072 data_time: 0.0015 memory: 12269 loss: 0.1278 loss_ctc: 0.1278 2022/12/29 04:01:44 - mmengine - INFO - Epoch(train) [15][ 6600/15807] lr: 6.7012e-05 eta: 13:10:09 time: 0.5299 data_time: 0.0016 memory: 12269 loss: 0.1195 loss_ctc: 0.1195 2022/12/29 04:02:38 - mmengine - INFO - Epoch(train) [15][ 6700/15807] lr: 6.6896e-05 eta: 13:09:15 time: 0.5259 data_time: 0.0016 memory: 12269 loss: 0.0966 loss_ctc: 0.0966 2022/12/29 04:02:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 04:03:31 - mmengine - INFO - Epoch(train) [15][ 6800/15807] lr: 6.6781e-05 eta: 13:08:21 time: 0.5766 data_time: 0.0015 memory: 12269 loss: 0.1499 loss_ctc: 0.1499 2022/12/29 04:04:24 - mmengine - INFO - Epoch(train) [15][ 6900/15807] lr: 6.6665e-05 eta: 13:07:27 time: 0.5440 data_time: 0.0015 memory: 12269 loss: 0.1108 loss_ctc: 0.1108 2022/12/29 04:05:17 - mmengine - INFO - Epoch(train) [15][ 7000/15807] lr: 6.6549e-05 eta: 13:06:33 time: 0.5635 data_time: 0.0015 memory: 12269 loss: 0.1094 loss_ctc: 0.1094 2022/12/29 04:06:11 - mmengine - INFO - Epoch(train) [15][ 7100/15807] lr: 6.6434e-05 eta: 13:05:39 time: 0.5309 data_time: 0.0014 memory: 12269 loss: 0.1250 loss_ctc: 0.1250 2022/12/29 04:07:04 - mmengine - INFO - Epoch(train) [15][ 7200/15807] lr: 6.6318e-05 eta: 13:04:45 time: 0.5288 data_time: 0.0016 memory: 12269 loss: 0.1182 loss_ctc: 0.1182 2022/12/29 04:07:57 - mmengine - INFO - Epoch(train) [15][ 7300/15807] lr: 6.6203e-05 eta: 13:03:51 time: 0.5566 data_time: 0.0014 memory: 12269 loss: 0.1126 loss_ctc: 0.1126 2022/12/29 04:08:49 - mmengine - INFO - Epoch(train) [15][ 7400/15807] lr: 6.6088e-05 eta: 13:02:57 time: 0.5059 data_time: 0.0015 memory: 12269 loss: 0.0998 loss_ctc: 0.0998 2022/12/29 04:09:42 - mmengine - INFO - Epoch(train) [15][ 7500/15807] lr: 6.5972e-05 eta: 13:02:03 time: 0.5764 data_time: 0.0016 memory: 12269 loss: 0.1082 loss_ctc: 0.1082 2022/12/29 04:10:36 - mmengine - INFO - Epoch(train) [15][ 7600/15807] lr: 6.5857e-05 eta: 13:01:09 time: 0.5063 data_time: 0.0049 memory: 12269 loss: 0.0956 loss_ctc: 0.0956 2022/12/29 04:11:28 - mmengine - INFO - Epoch(train) [15][ 7700/15807] lr: 6.5742e-05 eta: 13:00:15 time: 0.5371 data_time: 0.0015 memory: 12269 loss: 0.1047 loss_ctc: 0.1047 2022/12/29 04:11:29 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 04:12:21 - mmengine - INFO - Epoch(train) [15][ 7800/15807] lr: 6.5627e-05 eta: 12:59:21 time: 0.5445 data_time: 0.0039 memory: 12269 loss: 0.1201 loss_ctc: 0.1201 2022/12/29 04:13:15 - mmengine - INFO - Epoch(train) [15][ 7900/15807] lr: 6.5512e-05 eta: 12:58:27 time: 0.5325 data_time: 0.0014 memory: 12269 loss: 0.0939 loss_ctc: 0.0939 2022/12/29 04:14:08 - mmengine - INFO - Epoch(train) [15][ 8000/15807] lr: 6.5397e-05 eta: 12:57:33 time: 0.5674 data_time: 0.0046 memory: 12269 loss: 0.1053 loss_ctc: 0.1053 2022/12/29 04:15:02 - mmengine - INFO - Epoch(train) [15][ 8100/15807] lr: 6.5282e-05 eta: 12:56:39 time: 0.5095 data_time: 0.0016 memory: 12269 loss: 0.1504 loss_ctc: 0.1504 2022/12/29 04:15:55 - mmengine - INFO - Epoch(train) [15][ 8200/15807] lr: 6.5167e-05 eta: 12:55:45 time: 0.5950 data_time: 0.0023 memory: 12269 loss: 0.0958 loss_ctc: 0.0958 2022/12/29 04:16:48 - mmengine - INFO - Epoch(train) [15][ 8300/15807] lr: 6.5052e-05 eta: 12:54:51 time: 0.5162 data_time: 0.0015 memory: 12269 loss: 0.1128 loss_ctc: 0.1128 2022/12/29 04:17:41 - mmengine - INFO - Epoch(train) [15][ 8400/15807] lr: 6.4938e-05 eta: 12:53:57 time: 0.5478 data_time: 0.0015 memory: 12269 loss: 0.1044 loss_ctc: 0.1044 2022/12/29 04:18:34 - mmengine - INFO - Epoch(train) [15][ 8500/15807] lr: 6.4823e-05 eta: 12:53:03 time: 0.5435 data_time: 0.0016 memory: 12269 loss: 0.1159 loss_ctc: 0.1159 2022/12/29 04:19:28 - mmengine - INFO - Epoch(train) [15][ 8600/15807] lr: 6.4708e-05 eta: 12:52:10 time: 0.5538 data_time: 0.0019 memory: 12269 loss: 0.1197 loss_ctc: 0.1197 2022/12/29 04:20:21 - mmengine - INFO - Epoch(train) [15][ 8700/15807] lr: 6.4594e-05 eta: 12:51:16 time: 0.5106 data_time: 0.0014 memory: 12269 loss: 0.1396 loss_ctc: 0.1396 2022/12/29 04:20:22 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 04:21:13 - mmengine - INFO - Epoch(train) [15][ 8800/15807] lr: 6.4479e-05 eta: 12:50:21 time: 0.5385 data_time: 0.0015 memory: 12269 loss: 0.1025 loss_ctc: 0.1025 2022/12/29 04:22:07 - mmengine - INFO - Epoch(train) [15][ 8900/15807] lr: 6.4365e-05 eta: 12:49:28 time: 0.5310 data_time: 0.0053 memory: 12269 loss: 0.1197 loss_ctc: 0.1197 2022/12/29 04:23:00 - mmengine - INFO - Epoch(train) [15][ 9000/15807] lr: 6.4251e-05 eta: 12:48:34 time: 0.5124 data_time: 0.0020 memory: 12269 loss: 0.1296 loss_ctc: 0.1296 2022/12/29 04:23:53 - mmengine - INFO - Epoch(train) [15][ 9100/15807] lr: 6.4136e-05 eta: 12:47:40 time: 0.5278 data_time: 0.0052 memory: 12269 loss: 0.0985 loss_ctc: 0.0985 2022/12/29 04:24:47 - mmengine - INFO - Epoch(train) [15][ 9200/15807] lr: 6.4022e-05 eta: 12:46:46 time: 0.5226 data_time: 0.0016 memory: 12269 loss: 0.0847 loss_ctc: 0.0847 2022/12/29 04:25:40 - mmengine - INFO - Epoch(train) [15][ 9300/15807] lr: 6.3908e-05 eta: 12:45:52 time: 0.5077 data_time: 0.0028 memory: 12269 loss: 0.1151 loss_ctc: 0.1151 2022/12/29 04:26:33 - mmengine - INFO - Epoch(train) [15][ 9400/15807] lr: 6.3794e-05 eta: 12:44:58 time: 0.5274 data_time: 0.0019 memory: 12269 loss: 0.1363 loss_ctc: 0.1363 2022/12/29 04:27:26 - mmengine - INFO - Epoch(train) [15][ 9500/15807] lr: 6.3680e-05 eta: 12:44:04 time: 0.5317 data_time: 0.0017 memory: 12269 loss: 0.1059 loss_ctc: 0.1059 2022/12/29 04:28:19 - mmengine - INFO - Epoch(train) [15][ 9600/15807] lr: 6.3566e-05 eta: 12:43:10 time: 0.5118 data_time: 0.0014 memory: 12269 loss: 0.1013 loss_ctc: 0.1013 2022/12/29 04:29:12 - mmengine - INFO - Epoch(train) [15][ 9700/15807] lr: 6.3452e-05 eta: 12:42:16 time: 0.5242 data_time: 0.0028 memory: 12269 loss: 0.1321 loss_ctc: 0.1321 2022/12/29 04:29:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 04:30:05 - mmengine - INFO - Epoch(train) [15][ 9800/15807] lr: 6.3339e-05 eta: 12:41:22 time: 0.5199 data_time: 0.0014 memory: 12269 loss: 0.0910 loss_ctc: 0.0910 2022/12/29 04:30:59 - mmengine - INFO - Epoch(train) [15][ 9900/15807] lr: 6.3225e-05 eta: 12:40:29 time: 0.5513 data_time: 0.0015 memory: 12269 loss: 0.1042 loss_ctc: 0.1042 2022/12/29 04:31:53 - mmengine - INFO - Epoch(train) [15][10000/15807] lr: 6.3111e-05 eta: 12:39:35 time: 0.5434 data_time: 0.0015 memory: 12269 loss: 0.1110 loss_ctc: 0.1110 2022/12/29 04:32:45 - mmengine - INFO - Epoch(train) [15][10100/15807] lr: 6.2998e-05 eta: 12:38:41 time: 0.4982 data_time: 0.0056 memory: 12269 loss: 0.1264 loss_ctc: 0.1264 2022/12/29 04:33:38 - mmengine - INFO - Epoch(train) [15][10200/15807] lr: 6.2884e-05 eta: 12:37:47 time: 0.5184 data_time: 0.0016 memory: 12269 loss: 0.1453 loss_ctc: 0.1453 2022/12/29 04:34:32 - mmengine - INFO - Epoch(train) [15][10300/15807] lr: 6.2771e-05 eta: 12:36:53 time: 0.5153 data_time: 0.0022 memory: 12269 loss: 0.0799 loss_ctc: 0.0799 2022/12/29 04:35:26 - mmengine - INFO - Epoch(train) [15][10400/15807] lr: 6.2657e-05 eta: 12:35:59 time: 0.5773 data_time: 0.0025 memory: 12269 loss: 0.1259 loss_ctc: 0.1259 2022/12/29 04:36:18 - mmengine - INFO - Epoch(train) [15][10500/15807] lr: 6.2544e-05 eta: 12:35:05 time: 0.5159 data_time: 0.0059 memory: 12269 loss: 0.1300 loss_ctc: 0.1300 2022/12/29 04:37:12 - mmengine - INFO - Epoch(train) [15][10600/15807] lr: 6.2431e-05 eta: 12:34:11 time: 0.5678 data_time: 0.0018 memory: 12269 loss: 0.1375 loss_ctc: 0.1375 2022/12/29 04:38:05 - mmengine - INFO - Epoch(train) [15][10700/15807] lr: 6.2318e-05 eta: 12:33:17 time: 0.5228 data_time: 0.0015 memory: 12269 loss: 0.1546 loss_ctc: 0.1546 2022/12/29 04:38:06 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 04:38:58 - mmengine - INFO - Epoch(train) [15][10800/15807] lr: 6.2205e-05 eta: 12:32:23 time: 0.5487 data_time: 0.0017 memory: 12269 loss: 0.1157 loss_ctc: 0.1157 2022/12/29 04:39:51 - mmengine - INFO - Epoch(train) [15][10900/15807] lr: 6.2092e-05 eta: 12:31:29 time: 0.5369 data_time: 0.0047 memory: 12269 loss: 0.0967 loss_ctc: 0.0967 2022/12/29 04:40:42 - mmengine - INFO - Epoch(train) [15][11000/15807] lr: 6.1979e-05 eta: 12:30:35 time: 0.5251 data_time: 0.0014 memory: 12269 loss: 0.1185 loss_ctc: 0.1185 2022/12/29 04:41:36 - mmengine - INFO - Epoch(train) [15][11100/15807] lr: 6.1866e-05 eta: 12:29:41 time: 0.5318 data_time: 0.0026 memory: 12269 loss: 0.1194 loss_ctc: 0.1194 2022/12/29 04:42:29 - mmengine - INFO - Epoch(train) [15][11200/15807] lr: 6.1753e-05 eta: 12:28:47 time: 0.5347 data_time: 0.0019 memory: 12269 loss: 0.1338 loss_ctc: 0.1338 2022/12/29 04:43:22 - mmengine - INFO - Epoch(train) [15][11300/15807] lr: 6.1640e-05 eta: 12:27:53 time: 0.5502 data_time: 0.0023 memory: 12269 loss: 0.1175 loss_ctc: 0.1175 2022/12/29 04:44:16 - mmengine - INFO - Epoch(train) [15][11400/15807] lr: 6.1528e-05 eta: 12:26:59 time: 0.5631 data_time: 0.0034 memory: 12269 loss: 0.1118 loss_ctc: 0.1118 2022/12/29 04:45:09 - mmengine - INFO - Epoch(train) [15][11500/15807] lr: 6.1415e-05 eta: 12:26:05 time: 0.5285 data_time: 0.0035 memory: 12269 loss: 0.0961 loss_ctc: 0.0961 2022/12/29 04:46:02 - mmengine - INFO - Epoch(train) [15][11600/15807] lr: 6.1302e-05 eta: 12:25:11 time: 0.5298 data_time: 0.0027 memory: 12269 loss: 0.1342 loss_ctc: 0.1342 2022/12/29 04:46:55 - mmengine - INFO - Epoch(train) [15][11700/15807] lr: 6.1190e-05 eta: 12:24:17 time: 0.5194 data_time: 0.0045 memory: 12269 loss: 0.1217 loss_ctc: 0.1217 2022/12/29 04:46:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 04:47:48 - mmengine - INFO - Epoch(train) [15][11800/15807] lr: 6.1078e-05 eta: 12:23:23 time: 0.5391 data_time: 0.0019 memory: 12269 loss: 0.0987 loss_ctc: 0.0987 2022/12/29 04:48:41 - mmengine - INFO - Epoch(train) [15][11900/15807] lr: 6.0965e-05 eta: 12:22:30 time: 0.5103 data_time: 0.0014 memory: 12269 loss: 0.0850 loss_ctc: 0.0850 2022/12/29 04:49:34 - mmengine - INFO - Epoch(train) [15][12000/15807] lr: 6.0853e-05 eta: 12:21:36 time: 0.5452 data_time: 0.0018 memory: 12269 loss: 0.0971 loss_ctc: 0.0971 2022/12/29 04:50:28 - mmengine - INFO - Epoch(train) [15][12100/15807] lr: 6.0741e-05 eta: 12:20:42 time: 0.5608 data_time: 0.0023 memory: 12269 loss: 0.0782 loss_ctc: 0.0782 2022/12/29 04:51:22 - mmengine - INFO - Epoch(train) [15][12200/15807] lr: 6.0629e-05 eta: 12:19:48 time: 0.4926 data_time: 0.0018 memory: 12269 loss: 0.1405 loss_ctc: 0.1405 2022/12/29 04:52:15 - mmengine - INFO - Epoch(train) [15][12300/15807] lr: 6.0517e-05 eta: 12:18:54 time: 0.5797 data_time: 0.0016 memory: 12269 loss: 0.1058 loss_ctc: 0.1058 2022/12/29 04:53:07 - mmengine - INFO - Epoch(train) [15][12400/15807] lr: 6.0405e-05 eta: 12:18:00 time: 0.5256 data_time: 0.0017 memory: 12269 loss: 0.1194 loss_ctc: 0.1194 2022/12/29 04:54:01 - mmengine - INFO - Epoch(train) [15][12500/15807] lr: 6.0293e-05 eta: 12:17:06 time: 0.5815 data_time: 0.0014 memory: 12269 loss: 0.1025 loss_ctc: 0.1025 2022/12/29 04:54:53 - mmengine - INFO - Epoch(train) [15][12600/15807] lr: 6.0181e-05 eta: 12:16:12 time: 0.5131 data_time: 0.0039 memory: 12269 loss: 0.1025 loss_ctc: 0.1025 2022/12/29 04:55:46 - mmengine - INFO - Epoch(train) [15][12700/15807] lr: 6.0069e-05 eta: 12:15:18 time: 0.5485 data_time: 0.0016 memory: 12269 loss: 0.1011 loss_ctc: 0.1011 2022/12/29 04:55:48 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 04:56:40 - mmengine - INFO - Epoch(train) [15][12800/15807] lr: 5.9957e-05 eta: 12:14:24 time: 0.5500 data_time: 0.0017 memory: 12269 loss: 0.1339 loss_ctc: 0.1339 2022/12/29 04:57:32 - mmengine - INFO - Epoch(train) [15][12900/15807] lr: 5.9846e-05 eta: 12:13:30 time: 0.5107 data_time: 0.0023 memory: 12269 loss: 0.0847 loss_ctc: 0.0847 2022/12/29 04:58:26 - mmengine - INFO - Epoch(train) [15][13000/15807] lr: 5.9734e-05 eta: 12:12:37 time: 0.5504 data_time: 0.0014 memory: 12269 loss: 0.1037 loss_ctc: 0.1037 2022/12/29 04:59:20 - mmengine - INFO - Epoch(train) [15][13100/15807] lr: 5.9623e-05 eta: 12:11:43 time: 0.5401 data_time: 0.0016 memory: 12269 loss: 0.1113 loss_ctc: 0.1113 2022/12/29 05:00:14 - mmengine - INFO - Epoch(train) [15][13200/15807] lr: 5.9511e-05 eta: 12:10:49 time: 0.5273 data_time: 0.0091 memory: 12269 loss: 0.0891 loss_ctc: 0.0891 2022/12/29 05:01:08 - mmengine - INFO - Epoch(train) [15][13300/15807] lr: 5.9400e-05 eta: 12:09:55 time: 0.5835 data_time: 0.0015 memory: 12269 loss: 0.0824 loss_ctc: 0.0824 2022/12/29 05:02:01 - mmengine - INFO - Epoch(train) [15][13400/15807] lr: 5.9289e-05 eta: 12:09:02 time: 0.5401 data_time: 0.0019 memory: 12269 loss: 0.1203 loss_ctc: 0.1203 2022/12/29 05:02:55 - mmengine - INFO - Epoch(train) [15][13500/15807] lr: 5.9178e-05 eta: 12:08:08 time: 0.5432 data_time: 0.0018 memory: 12269 loss: 0.1263 loss_ctc: 0.1263 2022/12/29 05:03:48 - mmengine - INFO - Epoch(train) [15][13600/15807] lr: 5.9066e-05 eta: 12:07:14 time: 0.5162 data_time: 0.0016 memory: 12269 loss: 0.1361 loss_ctc: 0.1361 2022/12/29 05:04:41 - mmengine - INFO - Epoch(train) [15][13700/15807] lr: 5.8955e-05 eta: 12:06:20 time: 0.5298 data_time: 0.0017 memory: 12269 loss: 0.1080 loss_ctc: 0.1080 2022/12/29 05:04:42 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:05:34 - mmengine - INFO - Epoch(train) [15][13800/15807] lr: 5.8844e-05 eta: 12:05:26 time: 0.5196 data_time: 0.0014 memory: 12269 loss: 0.0963 loss_ctc: 0.0963 2022/12/29 05:06:26 - mmengine - INFO - Epoch(train) [15][13900/15807] lr: 5.8734e-05 eta: 12:04:32 time: 0.5188 data_time: 0.0015 memory: 12269 loss: 0.0961 loss_ctc: 0.0961 2022/12/29 05:07:19 - mmengine - INFO - Epoch(train) [15][14000/15807] lr: 5.8623e-05 eta: 12:03:38 time: 0.5326 data_time: 0.0022 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/29 05:08:12 - mmengine - INFO - Epoch(train) [15][14100/15807] lr: 5.8512e-05 eta: 12:02:44 time: 0.5218 data_time: 0.0018 memory: 12269 loss: 0.0983 loss_ctc: 0.0983 2022/12/29 05:09:05 - mmengine - INFO - Epoch(train) [15][14200/15807] lr: 5.8401e-05 eta: 12:01:50 time: 0.5220 data_time: 0.0058 memory: 12269 loss: 0.0765 loss_ctc: 0.0765 2022/12/29 05:09:58 - mmengine - INFO - Epoch(train) [15][14300/15807] lr: 5.8291e-05 eta: 12:00:56 time: 0.5061 data_time: 0.0014 memory: 12269 loss: 0.1011 loss_ctc: 0.1011 2022/12/29 05:10:50 - mmengine - INFO - Epoch(train) [15][14400/15807] lr: 5.8180e-05 eta: 12:00:02 time: 0.4759 data_time: 0.0016 memory: 12269 loss: 0.1101 loss_ctc: 0.1101 2022/12/29 05:11:44 - mmengine - INFO - Epoch(train) [15][14500/15807] lr: 5.8070e-05 eta: 11:59:08 time: 0.5184 data_time: 0.0014 memory: 12269 loss: 0.0965 loss_ctc: 0.0965 2022/12/29 05:12:38 - mmengine - INFO - Epoch(train) [15][14600/15807] lr: 5.7959e-05 eta: 11:58:14 time: 0.5659 data_time: 0.0016 memory: 12269 loss: 0.1329 loss_ctc: 0.1329 2022/12/29 05:13:31 - mmengine - INFO - Epoch(train) [15][14700/15807] lr: 5.7849e-05 eta: 11:57:20 time: 0.5287 data_time: 0.0026 memory: 12269 loss: 0.1288 loss_ctc: 0.1288 2022/12/29 05:13:32 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:14:24 - mmengine - INFO - Epoch(train) [15][14800/15807] lr: 5.7739e-05 eta: 11:56:26 time: 0.5169 data_time: 0.0014 memory: 12269 loss: 0.1181 loss_ctc: 0.1181 2022/12/29 05:15:18 - mmengine - INFO - Epoch(train) [15][14900/15807] lr: 5.7628e-05 eta: 11:55:33 time: 0.5537 data_time: 0.0015 memory: 12269 loss: 0.0994 loss_ctc: 0.0994 2022/12/29 05:16:11 - mmengine - INFO - Epoch(train) [15][15000/15807] lr: 5.7518e-05 eta: 11:54:39 time: 0.5092 data_time: 0.0026 memory: 12269 loss: 0.1236 loss_ctc: 0.1236 2022/12/29 05:17:04 - mmengine - INFO - Epoch(train) [15][15100/15807] lr: 5.7408e-05 eta: 11:53:45 time: 0.5464 data_time: 0.0015 memory: 12269 loss: 0.0963 loss_ctc: 0.0963 2022/12/29 05:17:56 - mmengine - INFO - Epoch(train) [15][15200/15807] lr: 5.7298e-05 eta: 11:52:51 time: 0.4931 data_time: 0.0019 memory: 12269 loss: 0.1235 loss_ctc: 0.1235 2022/12/29 05:18:48 - mmengine - INFO - Epoch(train) [15][15300/15807] lr: 5.7189e-05 eta: 11:51:56 time: 0.5234 data_time: 0.0035 memory: 12269 loss: 0.1298 loss_ctc: 0.1298 2022/12/29 05:19:41 - mmengine - INFO - Epoch(train) [15][15400/15807] lr: 5.7079e-05 eta: 11:51:02 time: 0.5236 data_time: 0.0014 memory: 12269 loss: 0.0770 loss_ctc: 0.0770 2022/12/29 05:20:33 - mmengine - INFO - Epoch(train) [15][15500/15807] lr: 5.6969e-05 eta: 11:50:08 time: 0.5089 data_time: 0.0016 memory: 12269 loss: 0.1148 loss_ctc: 0.1148 2022/12/29 05:21:27 - mmengine - INFO - Epoch(train) [15][15600/15807] lr: 5.6859e-05 eta: 11:49:14 time: 0.5393 data_time: 0.0019 memory: 12269 loss: 0.1102 loss_ctc: 0.1102 2022/12/29 05:22:20 - mmengine - INFO - Epoch(train) [15][15700/15807] lr: 5.6750e-05 eta: 11:48:21 time: 0.5190 data_time: 0.0026 memory: 12269 loss: 0.0990 loss_ctc: 0.0990 2022/12/29 05:22:21 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:23:11 - mmengine - INFO - Epoch(train) [15][15800/15807] lr: 5.6640e-05 eta: 11:47:26 time: 0.4750 data_time: 0.0015 memory: 12269 loss: 0.1345 loss_ctc: 0.1345 2022/12/29 05:23:14 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:23:14 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/12/29 05:23:22 - mmengine - INFO - Epoch(val) [15][8/8] CUTE80/recog/word_acc: 0.1528 CUTE80/recog/word_acc_ignore_case: 0.8715 CUTE80/recog/word_acc_ignore_case_symbol: 0.8715 IIIT5K/recog/word_acc: 0.0637 IIIT5K/recog/word_acc_ignore_case: 0.8513 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8513 SVT/recog/word_acc: 0.9057 SVT/recog/word_acc_ignore_case: 0.9057 SVT/recog/word_acc_ignore_case_symbol: 0.9057 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8434 SVTP/recog/word_acc_ignore_case_symbol: 0.8434 IC13/recog/word_acc: 0.2867 IC13/recog/word_acc_ignore_case: 0.9399 IC13/recog/word_acc_ignore_case_symbol: 0.9399 IC15/recog/word_acc: 0.1175 IC15/recog/word_acc_ignore_case: 0.7328 IC15/recog/word_acc_ignore_case_symbol: 0.7386 CUTE80/recog/char_recall: 0.9498 CUTE80/recog/char_precision: 0.9357 IIIT5K/recog/char_recall: 0.9891 IIIT5K/recog/char_precision: 0.9097 SVT/recog/char_recall: 0.9755 SVT/recog/char_precision: 0.9658 SVTP/recog/char_recall: 0.9401 SVTP/recog/char_precision: 0.9539 IC13/recog/char_recall: 0.9889 IC13/recog/char_precision: 0.9746 IC15/recog/char_recall: 0.9315 IC15/recog/char_precision: 0.8922 2022/12/29 05:24:21 - mmengine - INFO - Epoch(train) [16][ 100/15807] lr: 5.6523e-05 eta: 11:46:30 time: 0.5074 data_time: 0.0015 memory: 12269 loss: 0.1091 loss_ctc: 0.1091 2022/12/29 05:25:13 - mmengine - INFO - Epoch(train) [16][ 200/15807] lr: 5.6414e-05 eta: 11:45:36 time: 0.5037 data_time: 0.0027 memory: 12269 loss: 0.0808 loss_ctc: 0.0808 2022/12/29 05:26:06 - mmengine - INFO - Epoch(train) [16][ 300/15807] lr: 5.6305e-05 eta: 11:44:42 time: 0.5213 data_time: 0.0021 memory: 12269 loss: 0.1013 loss_ctc: 0.1013 2022/12/29 05:26:59 - mmengine - INFO - Epoch(train) [16][ 400/15807] lr: 5.6195e-05 eta: 11:43:48 time: 0.5597 data_time: 0.0014 memory: 12269 loss: 0.1159 loss_ctc: 0.1159 2022/12/29 05:27:53 - mmengine - INFO - Epoch(train) [16][ 500/15807] lr: 5.6086e-05 eta: 11:42:54 time: 0.5665 data_time: 0.0016 memory: 12269 loss: 0.1049 loss_ctc: 0.1049 2022/12/29 05:28:46 - mmengine - INFO - Epoch(train) [16][ 600/15807] lr: 5.5977e-05 eta: 11:42:00 time: 0.5293 data_time: 0.0019 memory: 12269 loss: 0.1215 loss_ctc: 0.1215 2022/12/29 05:29:40 - mmengine - INFO - Epoch(train) [16][ 700/15807] lr: 5.5868e-05 eta: 11:41:07 time: 0.5176 data_time: 0.0041 memory: 12269 loss: 0.1020 loss_ctc: 0.1020 2022/12/29 05:30:33 - mmengine - INFO - Epoch(train) [16][ 800/15807] lr: 5.5759e-05 eta: 11:40:13 time: 0.5572 data_time: 0.0015 memory: 12269 loss: 0.1222 loss_ctc: 0.1222 2022/12/29 05:31:23 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:31:26 - mmengine - INFO - Epoch(train) [16][ 900/15807] lr: 5.5650e-05 eta: 11:39:19 time: 0.5509 data_time: 0.0061 memory: 12269 loss: 0.1042 loss_ctc: 0.1042 2022/12/29 05:32:19 - mmengine - INFO - Epoch(train) [16][ 1000/15807] lr: 5.5542e-05 eta: 11:38:25 time: 0.5657 data_time: 0.0018 memory: 12269 loss: 0.0752 loss_ctc: 0.0752 2022/12/29 05:33:11 - mmengine - INFO - Epoch(train) [16][ 1100/15807] lr: 5.5433e-05 eta: 11:37:31 time: 0.5259 data_time: 0.0014 memory: 12269 loss: 0.1348 loss_ctc: 0.1348 2022/12/29 05:34:04 - mmengine - INFO - Epoch(train) [16][ 1200/15807] lr: 5.5324e-05 eta: 11:36:37 time: 0.5393 data_time: 0.0014 memory: 12269 loss: 0.1106 loss_ctc: 0.1106 2022/12/29 05:34:57 - mmengine - INFO - Epoch(train) [16][ 1300/15807] lr: 5.5216e-05 eta: 11:35:43 time: 0.5037 data_time: 0.0032 memory: 12269 loss: 0.1023 loss_ctc: 0.1023 2022/12/29 05:35:50 - mmengine - INFO - Epoch(train) [16][ 1400/15807] lr: 5.5107e-05 eta: 11:34:49 time: 0.5470 data_time: 0.0016 memory: 12269 loss: 0.1010 loss_ctc: 0.1010 2022/12/29 05:36:43 - mmengine - INFO - Epoch(train) [16][ 1500/15807] lr: 5.4999e-05 eta: 11:33:55 time: 0.5106 data_time: 0.0017 memory: 12269 loss: 0.1143 loss_ctc: 0.1143 2022/12/29 05:37:36 - mmengine - INFO - Epoch(train) [16][ 1600/15807] lr: 5.4891e-05 eta: 11:33:01 time: 0.5428 data_time: 0.0014 memory: 12269 loss: 0.1175 loss_ctc: 0.1175 2022/12/29 05:38:30 - mmengine - INFO - Epoch(train) [16][ 1700/15807] lr: 5.4783e-05 eta: 11:32:07 time: 0.5555 data_time: 0.0015 memory: 12269 loss: 0.1191 loss_ctc: 0.1191 2022/12/29 05:39:23 - mmengine - INFO - Epoch(train) [16][ 1800/15807] lr: 5.4674e-05 eta: 11:31:13 time: 0.5547 data_time: 0.0039 memory: 12269 loss: 0.1035 loss_ctc: 0.1035 2022/12/29 05:40:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:40:16 - mmengine - INFO - Epoch(train) [16][ 1900/15807] lr: 5.4566e-05 eta: 11:30:19 time: 0.5307 data_time: 0.0019 memory: 12269 loss: 0.1436 loss_ctc: 0.1436 2022/12/29 05:41:09 - mmengine - INFO - Epoch(train) [16][ 2000/15807] lr: 5.4458e-05 eta: 11:29:25 time: 0.5411 data_time: 0.0016 memory: 12269 loss: 0.1064 loss_ctc: 0.1064 2022/12/29 05:42:03 - mmengine - INFO - Epoch(train) [16][ 2100/15807] lr: 5.4351e-05 eta: 11:28:32 time: 0.5361 data_time: 0.0023 memory: 12269 loss: 0.1168 loss_ctc: 0.1168 2022/12/29 05:42:56 - mmengine - INFO - Epoch(train) [16][ 2200/15807] lr: 5.4243e-05 eta: 11:27:38 time: 0.5570 data_time: 0.0016 memory: 12269 loss: 0.1162 loss_ctc: 0.1162 2022/12/29 05:43:48 - mmengine - INFO - Epoch(train) [16][ 2300/15807] lr: 5.4135e-05 eta: 11:26:44 time: 0.5406 data_time: 0.0026 memory: 12269 loss: 0.1006 loss_ctc: 0.1006 2022/12/29 05:44:41 - mmengine - INFO - Epoch(train) [16][ 2400/15807] lr: 5.4027e-05 eta: 11:25:50 time: 0.5051 data_time: 0.0022 memory: 12269 loss: 0.0954 loss_ctc: 0.0954 2022/12/29 05:45:35 - mmengine - INFO - Epoch(train) [16][ 2500/15807] lr: 5.3920e-05 eta: 11:24:56 time: 0.5343 data_time: 0.0015 memory: 12269 loss: 0.1046 loss_ctc: 0.1046 2022/12/29 05:46:28 - mmengine - INFO - Epoch(train) [16][ 2600/15807] lr: 5.3812e-05 eta: 11:24:02 time: 0.5296 data_time: 0.0016 memory: 12269 loss: 0.0985 loss_ctc: 0.0985 2022/12/29 05:47:21 - mmengine - INFO - Epoch(train) [16][ 2700/15807] lr: 5.3705e-05 eta: 11:23:08 time: 0.5204 data_time: 0.0015 memory: 12269 loss: 0.0971 loss_ctc: 0.0971 2022/12/29 05:48:15 - mmengine - INFO - Epoch(train) [16][ 2800/15807] lr: 5.3597e-05 eta: 11:22:15 time: 0.5432 data_time: 0.0020 memory: 12269 loss: 0.1337 loss_ctc: 0.1337 2022/12/29 05:49:06 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:49:08 - mmengine - INFO - Epoch(train) [16][ 2900/15807] lr: 5.3490e-05 eta: 11:21:21 time: 0.5230 data_time: 0.0016 memory: 12269 loss: 0.1175 loss_ctc: 0.1175 2022/12/29 05:50:02 - mmengine - INFO - Epoch(train) [16][ 3000/15807] lr: 5.3383e-05 eta: 11:20:27 time: 0.5917 data_time: 0.0018 memory: 12269 loss: 0.1091 loss_ctc: 0.1091 2022/12/29 05:50:55 - mmengine - INFO - Epoch(train) [16][ 3100/15807] lr: 5.3276e-05 eta: 11:19:33 time: 0.5465 data_time: 0.0033 memory: 12269 loss: 0.0835 loss_ctc: 0.0835 2022/12/29 05:51:49 - mmengine - INFO - Epoch(train) [16][ 3200/15807] lr: 5.3169e-05 eta: 11:18:40 time: 0.5671 data_time: 0.0019 memory: 12269 loss: 0.1336 loss_ctc: 0.1336 2022/12/29 05:52:43 - mmengine - INFO - Epoch(train) [16][ 3300/15807] lr: 5.3062e-05 eta: 11:17:46 time: 0.5284 data_time: 0.0016 memory: 12269 loss: 0.0991 loss_ctc: 0.0991 2022/12/29 05:53:36 - mmengine - INFO - Epoch(train) [16][ 3400/15807] lr: 5.2955e-05 eta: 11:16:52 time: 0.5047 data_time: 0.0029 memory: 12269 loss: 0.1056 loss_ctc: 0.1056 2022/12/29 05:54:28 - mmengine - INFO - Epoch(train) [16][ 3500/15807] lr: 5.2848e-05 eta: 11:15:58 time: 0.5293 data_time: 0.0016 memory: 12269 loss: 0.1250 loss_ctc: 0.1250 2022/12/29 05:55:22 - mmengine - INFO - Epoch(train) [16][ 3600/15807] lr: 5.2741e-05 eta: 11:15:04 time: 0.4980 data_time: 0.0017 memory: 12269 loss: 0.0983 loss_ctc: 0.0983 2022/12/29 05:56:16 - mmengine - INFO - Epoch(train) [16][ 3700/15807] lr: 5.2635e-05 eta: 11:14:11 time: 0.5603 data_time: 0.0020 memory: 12269 loss: 0.0926 loss_ctc: 0.0926 2022/12/29 05:57:09 - mmengine - INFO - Epoch(train) [16][ 3800/15807] lr: 5.2528e-05 eta: 11:13:17 time: 0.5306 data_time: 0.0017 memory: 12269 loss: 0.1020 loss_ctc: 0.1020 2022/12/29 05:58:00 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 05:58:03 - mmengine - INFO - Epoch(train) [16][ 3900/15807] lr: 5.2422e-05 eta: 11:12:23 time: 0.5092 data_time: 0.0014 memory: 12269 loss: 0.1044 loss_ctc: 0.1044 2022/12/29 05:58:56 - mmengine - INFO - Epoch(train) [16][ 4000/15807] lr: 5.2315e-05 eta: 11:11:29 time: 0.5324 data_time: 0.0015 memory: 12269 loss: 0.1016 loss_ctc: 0.1016 2022/12/29 05:59:49 - mmengine - INFO - Epoch(train) [16][ 4100/15807] lr: 5.2209e-05 eta: 11:10:35 time: 0.5396 data_time: 0.0022 memory: 12269 loss: 0.0875 loss_ctc: 0.0875 2022/12/29 06:00:43 - mmengine - INFO - Epoch(train) [16][ 4200/15807] lr: 5.2103e-05 eta: 11:09:42 time: 0.5459 data_time: 0.0024 memory: 12269 loss: 0.1070 loss_ctc: 0.1070 2022/12/29 06:01:37 - mmengine - INFO - Epoch(train) [16][ 4300/15807] lr: 5.1996e-05 eta: 11:08:48 time: 0.5421 data_time: 0.0015 memory: 12269 loss: 0.0950 loss_ctc: 0.0950 2022/12/29 06:02:30 - mmengine - INFO - Epoch(train) [16][ 4400/15807] lr: 5.1890e-05 eta: 11:07:54 time: 0.5873 data_time: 0.0015 memory: 12269 loss: 0.1114 loss_ctc: 0.1114 2022/12/29 06:03:24 - mmengine - INFO - Epoch(train) [16][ 4500/15807] lr: 5.1784e-05 eta: 11:07:00 time: 0.5062 data_time: 0.0017 memory: 12269 loss: 0.1110 loss_ctc: 0.1110 2022/12/29 06:04:17 - mmengine - INFO - Epoch(train) [16][ 4600/15807] lr: 5.1678e-05 eta: 11:06:07 time: 0.5552 data_time: 0.0054 memory: 12269 loss: 0.0818 loss_ctc: 0.0818 2022/12/29 06:05:09 - mmengine - INFO - Epoch(train) [16][ 4700/15807] lr: 5.1572e-05 eta: 11:05:12 time: 0.4977 data_time: 0.0014 memory: 12269 loss: 0.1094 loss_ctc: 0.1094 2022/12/29 06:06:03 - mmengine - INFO - Epoch(train) [16][ 4800/15807] lr: 5.1467e-05 eta: 11:04:19 time: 0.5476 data_time: 0.0036 memory: 12269 loss: 0.0995 loss_ctc: 0.0995 2022/12/29 06:06:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 06:06:56 - mmengine - INFO - Epoch(train) [16][ 4900/15807] lr: 5.1361e-05 eta: 11:03:25 time: 0.5532 data_time: 0.0018 memory: 12269 loss: 0.1171 loss_ctc: 0.1171 2022/12/29 06:07:49 - mmengine - INFO - Epoch(train) [16][ 5000/15807] lr: 5.1255e-05 eta: 11:02:31 time: 0.5672 data_time: 0.0015 memory: 12269 loss: 0.0872 loss_ctc: 0.0872 2022/12/29 06:08:42 - mmengine - INFO - Epoch(train) [16][ 5100/15807] lr: 5.1150e-05 eta: 11:01:37 time: 0.5103 data_time: 0.0019 memory: 12269 loss: 0.1028 loss_ctc: 0.1028 2022/12/29 06:09:34 - mmengine - INFO - Epoch(train) [16][ 5200/15807] lr: 5.1044e-05 eta: 11:00:43 time: 0.5108 data_time: 0.0054 memory: 12269 loss: 0.0837 loss_ctc: 0.0837 2022/12/29 06:10:28 - mmengine - INFO - Epoch(train) [16][ 5300/15807] lr: 5.0939e-05 eta: 10:59:49 time: 0.5242 data_time: 0.0016 memory: 12269 loss: 0.1149 loss_ctc: 0.1149 2022/12/29 06:11:21 - mmengine - INFO - Epoch(train) [16][ 5400/15807] lr: 5.0834e-05 eta: 10:58:55 time: 0.5177 data_time: 0.0015 memory: 12269 loss: 0.1002 loss_ctc: 0.1002 2022/12/29 06:12:14 - mmengine - INFO - Epoch(train) [16][ 5500/15807] lr: 5.0728e-05 eta: 10:58:01 time: 0.5624 data_time: 0.0035 memory: 12269 loss: 0.1056 loss_ctc: 0.1056 2022/12/29 06:13:07 - mmengine - INFO - Epoch(train) [16][ 5600/15807] lr: 5.0623e-05 eta: 10:57:07 time: 0.4956 data_time: 0.0016 memory: 12269 loss: 0.1089 loss_ctc: 0.1089 2022/12/29 06:14:01 - mmengine - INFO - Epoch(train) [16][ 5700/15807] lr: 5.0518e-05 eta: 10:56:14 time: 0.5186 data_time: 0.0017 memory: 12269 loss: 0.1186 loss_ctc: 0.1186 2022/12/29 06:14:55 - mmengine - INFO - Epoch(train) [16][ 5800/15807] lr: 5.0413e-05 eta: 10:55:20 time: 0.4828 data_time: 0.0014 memory: 12269 loss: 0.1162 loss_ctc: 0.1162 2022/12/29 06:15:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 06:15:48 - mmengine - INFO - Epoch(train) [16][ 5900/15807] lr: 5.0308e-05 eta: 10:54:26 time: 0.5283 data_time: 0.0066 memory: 12269 loss: 0.0998 loss_ctc: 0.0998 2022/12/29 06:16:41 - mmengine - INFO - Epoch(train) [16][ 6000/15807] lr: 5.0204e-05 eta: 10:53:32 time: 0.5189 data_time: 0.0015 memory: 12269 loss: 0.0917 loss_ctc: 0.0917 2022/12/29 06:17:34 - mmengine - INFO - Epoch(train) [16][ 6100/15807] lr: 5.0099e-05 eta: 10:52:38 time: 0.5414 data_time: 0.0015 memory: 12269 loss: 0.1309 loss_ctc: 0.1309 2022/12/29 06:18:28 - mmengine - INFO - Epoch(train) [16][ 6200/15807] lr: 4.9994e-05 eta: 10:51:45 time: 0.5378 data_time: 0.0023 memory: 12269 loss: 0.1181 loss_ctc: 0.1181 2022/12/29 06:19:22 - mmengine - INFO - Epoch(train) [16][ 6300/15807] lr: 4.9890e-05 eta: 10:50:51 time: 0.5404 data_time: 0.0013 memory: 12269 loss: 0.1020 loss_ctc: 0.1020 2022/12/29 06:20:16 - mmengine - INFO - Epoch(train) [16][ 6400/15807] lr: 4.9785e-05 eta: 10:49:57 time: 0.5475 data_time: 0.0017 memory: 12269 loss: 0.1026 loss_ctc: 0.1026 2022/12/29 06:21:09 - mmengine - INFO - Epoch(train) [16][ 6500/15807] lr: 4.9681e-05 eta: 10:49:04 time: 0.5174 data_time: 0.0037 memory: 12269 loss: 0.1196 loss_ctc: 0.1196 2022/12/29 06:22:03 - mmengine - INFO - Epoch(train) [16][ 6600/15807] lr: 4.9577e-05 eta: 10:48:10 time: 0.5419 data_time: 0.0017 memory: 12269 loss: 0.0860 loss_ctc: 0.0860 2022/12/29 06:22:55 - mmengine - INFO - Epoch(train) [16][ 6700/15807] lr: 4.9472e-05 eta: 10:47:16 time: 0.5037 data_time: 0.0015 memory: 12269 loss: 0.0931 loss_ctc: 0.0931 2022/12/29 06:23:48 - mmengine - INFO - Epoch(train) [16][ 6800/15807] lr: 4.9368e-05 eta: 10:46:22 time: 0.5235 data_time: 0.0061 memory: 12269 loss: 0.1252 loss_ctc: 0.1252 2022/12/29 06:24:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 06:24:41 - mmengine - INFO - Epoch(train) [16][ 6900/15807] lr: 4.9264e-05 eta: 10:45:28 time: 0.5197 data_time: 0.0015 memory: 12269 loss: 0.1097 loss_ctc: 0.1097 2022/12/29 06:25:34 - mmengine - INFO - Epoch(train) [16][ 7000/15807] lr: 4.9160e-05 eta: 10:44:34 time: 0.5130 data_time: 0.0018 memory: 12269 loss: 0.1140 loss_ctc: 0.1140 2022/12/29 06:26:27 - mmengine - INFO - Epoch(train) [16][ 7100/15807] lr: 4.9056e-05 eta: 10:43:40 time: 0.5207 data_time: 0.0017 memory: 12269 loss: 0.0875 loss_ctc: 0.0875 2022/12/29 06:27:20 - mmengine - INFO - Epoch(train) [16][ 7200/15807] lr: 4.8952e-05 eta: 10:42:46 time: 0.4976 data_time: 0.0038 memory: 12269 loss: 0.1313 loss_ctc: 0.1313 2022/12/29 06:28:13 - mmengine - INFO - Epoch(train) [16][ 7300/15807] lr: 4.8849e-05 eta: 10:41:53 time: 0.5661 data_time: 0.0018 memory: 12269 loss: 0.0983 loss_ctc: 0.0983 2022/12/29 06:29:07 - mmengine - INFO - Epoch(train) [16][ 7400/15807] lr: 4.8745e-05 eta: 10:40:59 time: 0.5444 data_time: 0.0052 memory: 12269 loss: 0.0971 loss_ctc: 0.0971 2022/12/29 06:30:00 - mmengine - INFO - Epoch(train) [16][ 7500/15807] lr: 4.8641e-05 eta: 10:40:05 time: 0.5582 data_time: 0.0014 memory: 12269 loss: 0.0983 loss_ctc: 0.0983 2022/12/29 06:30:52 - mmengine - INFO - Epoch(train) [16][ 7600/15807] lr: 4.8538e-05 eta: 10:39:11 time: 0.4995 data_time: 0.0022 memory: 12269 loss: 0.0967 loss_ctc: 0.0967 2022/12/29 06:31:45 - mmengine - INFO - Epoch(train) [16][ 7700/15807] lr: 4.8435e-05 eta: 10:38:17 time: 0.5609 data_time: 0.0017 memory: 12269 loss: 0.1638 loss_ctc: 0.1638 2022/12/29 06:32:37 - mmengine - INFO - Epoch(train) [16][ 7800/15807] lr: 4.8331e-05 eta: 10:37:23 time: 0.5238 data_time: 0.0016 memory: 12269 loss: 0.0840 loss_ctc: 0.0840 2022/12/29 06:33:28 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 06:33:30 - mmengine - INFO - Epoch(train) [16][ 7900/15807] lr: 4.8228e-05 eta: 10:36:29 time: 0.5202 data_time: 0.0018 memory: 12269 loss: 0.0931 loss_ctc: 0.0931 2022/12/29 06:34:24 - mmengine - INFO - Epoch(train) [16][ 8000/15807] lr: 4.8125e-05 eta: 10:35:35 time: 0.5566 data_time: 0.0018 memory: 12269 loss: 0.0989 loss_ctc: 0.0989 2022/12/29 06:35:17 - mmengine - INFO - Epoch(train) [16][ 8100/15807] lr: 4.8022e-05 eta: 10:34:41 time: 0.5506 data_time: 0.0015 memory: 12269 loss: 0.0907 loss_ctc: 0.0907 2022/12/29 06:36:10 - mmengine - INFO - Epoch(train) [16][ 8200/15807] lr: 4.7919e-05 eta: 10:33:47 time: 0.5402 data_time: 0.0017 memory: 12269 loss: 0.1120 loss_ctc: 0.1120 2022/12/29 06:37:03 - mmengine - INFO - Epoch(train) [16][ 8300/15807] lr: 4.7816e-05 eta: 10:32:54 time: 0.5363 data_time: 0.0017 memory: 12269 loss: 0.1150 loss_ctc: 0.1150 2022/12/29 06:37:56 - mmengine - INFO - Epoch(train) [16][ 8400/15807] lr: 4.7713e-05 eta: 10:31:59 time: 0.5331 data_time: 0.0015 memory: 12269 loss: 0.0877 loss_ctc: 0.0877 2022/12/29 06:38:49 - mmengine - INFO - Epoch(train) [16][ 8500/15807] lr: 4.7610e-05 eta: 10:31:06 time: 0.5260 data_time: 0.0015 memory: 12269 loss: 0.0934 loss_ctc: 0.0934 2022/12/29 06:39:42 - mmengine - INFO - Epoch(train) [16][ 8600/15807] lr: 4.7508e-05 eta: 10:30:12 time: 0.5327 data_time: 0.0015 memory: 12269 loss: 0.1426 loss_ctc: 0.1426 2022/12/29 06:40:36 - mmengine - INFO - Epoch(train) [16][ 8700/15807] lr: 4.7405e-05 eta: 10:29:18 time: 0.5336 data_time: 0.0027 memory: 12269 loss: 0.1115 loss_ctc: 0.1115 2022/12/29 06:41:29 - mmengine - INFO - Epoch(train) [16][ 8800/15807] lr: 4.7303e-05 eta: 10:28:24 time: 0.5498 data_time: 0.0021 memory: 12269 loss: 0.1129 loss_ctc: 0.1129 2022/12/29 06:42:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 06:42:22 - mmengine - INFO - Epoch(train) [16][ 8900/15807] lr: 4.7200e-05 eta: 10:27:30 time: 0.4925 data_time: 0.0018 memory: 12269 loss: 0.1104 loss_ctc: 0.1104 2022/12/29 06:43:15 - mmengine - INFO - Epoch(train) [16][ 9000/15807] lr: 4.7098e-05 eta: 10:26:37 time: 0.5233 data_time: 0.0018 memory: 12269 loss: 0.1132 loss_ctc: 0.1132 2022/12/29 06:44:09 - mmengine - INFO - Epoch(train) [16][ 9100/15807] lr: 4.6996e-05 eta: 10:25:43 time: 0.5657 data_time: 0.0016 memory: 12269 loss: 0.0868 loss_ctc: 0.0868 2022/12/29 06:45:02 - mmengine - INFO - Epoch(train) [16][ 9200/15807] lr: 4.6894e-05 eta: 10:24:49 time: 0.5194 data_time: 0.0057 memory: 12269 loss: 0.1045 loss_ctc: 0.1045 2022/12/29 06:45:54 - mmengine - INFO - Epoch(train) [16][ 9300/15807] lr: 4.6792e-05 eta: 10:23:55 time: 0.5437 data_time: 0.0018 memory: 12269 loss: 0.0893 loss_ctc: 0.0893 2022/12/29 06:46:47 - mmengine - INFO - Epoch(train) [16][ 9400/15807] lr: 4.6690e-05 eta: 10:23:01 time: 0.5205 data_time: 0.0021 memory: 12269 loss: 0.0902 loss_ctc: 0.0902 2022/12/29 06:47:42 - mmengine - INFO - Epoch(train) [16][ 9500/15807] lr: 4.6588e-05 eta: 10:22:08 time: 0.5742 data_time: 0.0016 memory: 12269 loss: 0.1057 loss_ctc: 0.1057 2022/12/29 06:48:34 - mmengine - INFO - Epoch(train) [16][ 9600/15807] lr: 4.6486e-05 eta: 10:21:14 time: 0.5079 data_time: 0.0017 memory: 12269 loss: 0.1105 loss_ctc: 0.1105 2022/12/29 06:49:27 - mmengine - INFO - Epoch(train) [16][ 9700/15807] lr: 4.6384e-05 eta: 10:20:20 time: 0.5418 data_time: 0.0018 memory: 12269 loss: 0.1233 loss_ctc: 0.1233 2022/12/29 06:50:20 - mmengine - INFO - Epoch(train) [16][ 9800/15807] lr: 4.6283e-05 eta: 10:19:26 time: 0.5116 data_time: 0.0019 memory: 12269 loss: 0.1387 loss_ctc: 0.1387 2022/12/29 06:51:10 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 06:51:13 - mmengine - INFO - Epoch(train) [16][ 9900/15807] lr: 4.6181e-05 eta: 10:18:32 time: 0.4983 data_time: 0.0015 memory: 12269 loss: 0.1044 loss_ctc: 0.1044 2022/12/29 06:52:08 - mmengine - INFO - Epoch(train) [16][10000/15807] lr: 4.6080e-05 eta: 10:17:38 time: 0.5536 data_time: 0.0031 memory: 12269 loss: 0.0835 loss_ctc: 0.0835 2022/12/29 06:53:01 - mmengine - INFO - Epoch(train) [16][10100/15807] lr: 4.5978e-05 eta: 10:16:45 time: 0.5253 data_time: 0.0016 memory: 12269 loss: 0.0827 loss_ctc: 0.0827 2022/12/29 06:53:53 - mmengine - INFO - Epoch(train) [16][10200/15807] lr: 4.5877e-05 eta: 10:15:51 time: 0.4856 data_time: 0.0018 memory: 12269 loss: 0.1081 loss_ctc: 0.1081 2022/12/29 06:54:47 - mmengine - INFO - Epoch(train) [16][10300/15807] lr: 4.5776e-05 eta: 10:14:57 time: 0.5592 data_time: 0.0016 memory: 12269 loss: 0.0944 loss_ctc: 0.0944 2022/12/29 06:55:41 - mmengine - INFO - Epoch(train) [16][10400/15807] lr: 4.5675e-05 eta: 10:14:03 time: 0.5945 data_time: 0.0017 memory: 12269 loss: 0.1058 loss_ctc: 0.1058 2022/12/29 06:56:34 - mmengine - INFO - Epoch(train) [16][10500/15807] lr: 4.5574e-05 eta: 10:13:09 time: 0.5515 data_time: 0.0015 memory: 12269 loss: 0.0929 loss_ctc: 0.0929 2022/12/29 06:57:28 - mmengine - INFO - Epoch(train) [16][10600/15807] lr: 4.5473e-05 eta: 10:12:16 time: 0.5600 data_time: 0.0016 memory: 12269 loss: 0.1202 loss_ctc: 0.1202 2022/12/29 06:58:20 - mmengine - INFO - Epoch(train) [16][10700/15807] lr: 4.5372e-05 eta: 10:11:22 time: 0.5191 data_time: 0.0043 memory: 12269 loss: 0.1335 loss_ctc: 0.1335 2022/12/29 06:59:14 - mmengine - INFO - Epoch(train) [16][10800/15807] lr: 4.5271e-05 eta: 10:10:28 time: 0.5222 data_time: 0.0018 memory: 12269 loss: 0.1160 loss_ctc: 0.1160 2022/12/29 07:00:04 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:00:07 - mmengine - INFO - Epoch(train) [16][10900/15807] lr: 4.5171e-05 eta: 10:09:34 time: 0.5556 data_time: 0.0046 memory: 12269 loss: 0.1131 loss_ctc: 0.1131 2022/12/29 07:01:00 - mmengine - INFO - Epoch(train) [16][11000/15807] lr: 4.5070e-05 eta: 10:08:40 time: 0.5471 data_time: 0.0017 memory: 12269 loss: 0.1215 loss_ctc: 0.1215 2022/12/29 07:01:54 - mmengine - INFO - Epoch(train) [16][11100/15807] lr: 4.4970e-05 eta: 10:07:47 time: 0.5440 data_time: 0.0017 memory: 12269 loss: 0.0857 loss_ctc: 0.0857 2022/12/29 07:02:47 - mmengine - INFO - Epoch(train) [16][11200/15807] lr: 4.4869e-05 eta: 10:06:53 time: 0.5239 data_time: 0.0014 memory: 12269 loss: 0.0957 loss_ctc: 0.0957 2022/12/29 07:03:40 - mmengine - INFO - Epoch(train) [16][11300/15807] lr: 4.4769e-05 eta: 10:05:59 time: 0.5240 data_time: 0.0053 memory: 12269 loss: 0.1052 loss_ctc: 0.1052 2022/12/29 07:04:33 - mmengine - INFO - Epoch(train) [16][11400/15807] lr: 4.4669e-05 eta: 10:05:05 time: 0.4967 data_time: 0.0019 memory: 12269 loss: 0.1116 loss_ctc: 0.1116 2022/12/29 07:05:26 - mmengine - INFO - Epoch(train) [16][11500/15807] lr: 4.4569e-05 eta: 10:04:11 time: 0.5219 data_time: 0.0014 memory: 12269 loss: 0.1183 loss_ctc: 0.1183 2022/12/29 07:06:19 - mmengine - INFO - Epoch(train) [16][11600/15807] lr: 4.4469e-05 eta: 10:03:17 time: 0.5039 data_time: 0.0017 memory: 12269 loss: 0.0973 loss_ctc: 0.0973 2022/12/29 07:07:12 - mmengine - INFO - Epoch(train) [16][11700/15807] lr: 4.4369e-05 eta: 10:02:23 time: 0.5319 data_time: 0.0015 memory: 12269 loss: 0.0781 loss_ctc: 0.0781 2022/12/29 07:08:05 - mmengine - INFO - Epoch(train) [16][11800/15807] lr: 4.4269e-05 eta: 10:01:30 time: 0.5088 data_time: 0.0021 memory: 12269 loss: 0.1031 loss_ctc: 0.1031 2022/12/29 07:08:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:08:59 - mmengine - INFO - Epoch(train) [16][11900/15807] lr: 4.4169e-05 eta: 10:00:36 time: 0.5093 data_time: 0.0042 memory: 12269 loss: 0.0858 loss_ctc: 0.0858 2022/12/29 07:09:52 - mmengine - INFO - Epoch(train) [16][12000/15807] lr: 4.4069e-05 eta: 9:59:42 time: 0.5321 data_time: 0.0015 memory: 12269 loss: 0.1078 loss_ctc: 0.1078 2022/12/29 07:10:45 - mmengine - INFO - Epoch(train) [16][12100/15807] lr: 4.3970e-05 eta: 9:58:48 time: 0.5260 data_time: 0.0020 memory: 12269 loss: 0.1081 loss_ctc: 0.1081 2022/12/29 07:11:38 - mmengine - INFO - Epoch(train) [16][12200/15807] lr: 4.3870e-05 eta: 9:57:54 time: 0.5369 data_time: 0.0029 memory: 12269 loss: 0.0993 loss_ctc: 0.0993 2022/12/29 07:12:30 - mmengine - INFO - Epoch(train) [16][12300/15807] lr: 4.3771e-05 eta: 9:57:00 time: 0.5133 data_time: 0.0017 memory: 12269 loss: 0.1256 loss_ctc: 0.1256 2022/12/29 07:13:23 - mmengine - INFO - Epoch(train) [16][12400/15807] lr: 4.3671e-05 eta: 9:56:06 time: 0.5381 data_time: 0.0020 memory: 12269 loss: 0.0970 loss_ctc: 0.0970 2022/12/29 07:14:17 - mmengine - INFO - Epoch(train) [16][12500/15807] lr: 4.3572e-05 eta: 9:55:13 time: 0.5298 data_time: 0.0017 memory: 12269 loss: 0.1150 loss_ctc: 0.1150 2022/12/29 07:15:10 - mmengine - INFO - Epoch(train) [16][12600/15807] lr: 4.3473e-05 eta: 9:54:19 time: 0.5537 data_time: 0.0057 memory: 12269 loss: 0.1017 loss_ctc: 0.1017 2022/12/29 07:16:03 - mmengine - INFO - Epoch(train) [16][12700/15807] lr: 4.3374e-05 eta: 9:53:25 time: 0.5357 data_time: 0.0015 memory: 12269 loss: 0.1099 loss_ctc: 0.1099 2022/12/29 07:16:55 - mmengine - INFO - Epoch(train) [16][12800/15807] lr: 4.3275e-05 eta: 9:52:31 time: 0.5031 data_time: 0.0029 memory: 12269 loss: 0.1182 loss_ctc: 0.1182 2022/12/29 07:17:45 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:17:48 - mmengine - INFO - Epoch(train) [16][12900/15807] lr: 4.3176e-05 eta: 9:51:37 time: 0.5328 data_time: 0.0016 memory: 12269 loss: 0.1063 loss_ctc: 0.1063 2022/12/29 07:18:41 - mmengine - INFO - Epoch(train) [16][13000/15807] lr: 4.3077e-05 eta: 9:50:43 time: 0.5354 data_time: 0.0014 memory: 12269 loss: 0.1243 loss_ctc: 0.1243 2022/12/29 07:19:35 - mmengine - INFO - Epoch(train) [16][13100/15807] lr: 4.2978e-05 eta: 9:49:49 time: 0.5134 data_time: 0.0014 memory: 12269 loss: 0.0898 loss_ctc: 0.0898 2022/12/29 07:20:28 - mmengine - INFO - Epoch(train) [16][13200/15807] lr: 4.2880e-05 eta: 9:48:56 time: 0.4893 data_time: 0.0031 memory: 12269 loss: 0.1116 loss_ctc: 0.1116 2022/12/29 07:21:21 - mmengine - INFO - Epoch(train) [16][13300/15807] lr: 4.2781e-05 eta: 9:48:02 time: 0.5599 data_time: 0.0028 memory: 12269 loss: 0.0860 loss_ctc: 0.0860 2022/12/29 07:22:14 - mmengine - INFO - Epoch(train) [16][13400/15807] lr: 4.2683e-05 eta: 9:47:08 time: 0.4885 data_time: 0.0016 memory: 12269 loss: 0.0952 loss_ctc: 0.0952 2022/12/29 07:23:08 - mmengine - INFO - Epoch(train) [16][13500/15807] lr: 4.2585e-05 eta: 9:46:14 time: 0.5470 data_time: 0.0019 memory: 12269 loss: 0.1212 loss_ctc: 0.1212 2022/12/29 07:24:00 - mmengine - INFO - Epoch(train) [16][13600/15807] lr: 4.2486e-05 eta: 9:45:20 time: 0.5117 data_time: 0.0016 memory: 12269 loss: 0.1079 loss_ctc: 0.1079 2022/12/29 07:24:53 - mmengine - INFO - Epoch(train) [16][13700/15807] lr: 4.2388e-05 eta: 9:44:26 time: 0.5584 data_time: 0.0016 memory: 12269 loss: 0.1147 loss_ctc: 0.1147 2022/12/29 07:25:45 - mmengine - INFO - Epoch(train) [16][13800/15807] lr: 4.2290e-05 eta: 9:43:32 time: 0.5052 data_time: 0.0016 memory: 12269 loss: 0.1140 loss_ctc: 0.1140 2022/12/29 07:26:36 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:26:39 - mmengine - INFO - Epoch(train) [16][13900/15807] lr: 4.2192e-05 eta: 9:42:38 time: 0.5464 data_time: 0.0026 memory: 12269 loss: 0.0976 loss_ctc: 0.0976 2022/12/29 07:27:33 - mmengine - INFO - Epoch(train) [16][14000/15807] lr: 4.2094e-05 eta: 9:41:45 time: 0.5844 data_time: 0.0022 memory: 12269 loss: 0.1039 loss_ctc: 0.1039 2022/12/29 07:28:26 - mmengine - INFO - Epoch(train) [16][14100/15807] lr: 4.1996e-05 eta: 9:40:51 time: 0.5380 data_time: 0.0019 memory: 12269 loss: 0.0994 loss_ctc: 0.0994 2022/12/29 07:29:19 - mmengine - INFO - Epoch(train) [16][14200/15807] lr: 4.1899e-05 eta: 9:39:57 time: 0.5350 data_time: 0.0022 memory: 12269 loss: 0.1391 loss_ctc: 0.1391 2022/12/29 07:30:12 - mmengine - INFO - Epoch(train) [16][14300/15807] lr: 4.1801e-05 eta: 9:39:03 time: 0.5108 data_time: 0.0015 memory: 12269 loss: 0.1238 loss_ctc: 0.1238 2022/12/29 07:31:05 - mmengine - INFO - Epoch(train) [16][14400/15807] lr: 4.1703e-05 eta: 9:38:10 time: 0.5279 data_time: 0.0014 memory: 12269 loss: 0.1036 loss_ctc: 0.1036 2022/12/29 07:31:58 - mmengine - INFO - Epoch(train) [16][14500/15807] lr: 4.1606e-05 eta: 9:37:16 time: 0.5239 data_time: 0.0015 memory: 12269 loss: 0.1103 loss_ctc: 0.1103 2022/12/29 07:32:50 - mmengine - INFO - Epoch(train) [16][14600/15807] lr: 4.1509e-05 eta: 9:36:22 time: 0.5321 data_time: 0.0037 memory: 12269 loss: 0.1060 loss_ctc: 0.1060 2022/12/29 07:33:43 - mmengine - INFO - Epoch(train) [16][14700/15807] lr: 4.1411e-05 eta: 9:35:28 time: 0.5522 data_time: 0.0029 memory: 12269 loss: 0.1186 loss_ctc: 0.1186 2022/12/29 07:34:36 - mmengine - INFO - Epoch(train) [16][14800/15807] lr: 4.1314e-05 eta: 9:34:34 time: 0.4944 data_time: 0.0020 memory: 12269 loss: 0.1038 loss_ctc: 0.1038 2022/12/29 07:35:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:35:28 - mmengine - INFO - Epoch(train) [16][14900/15807] lr: 4.1217e-05 eta: 9:33:40 time: 0.5261 data_time: 0.0014 memory: 12269 loss: 0.1209 loss_ctc: 0.1209 2022/12/29 07:36:22 - mmengine - INFO - Epoch(train) [16][15000/15807] lr: 4.1120e-05 eta: 9:32:46 time: 0.5207 data_time: 0.0015 memory: 12269 loss: 0.1007 loss_ctc: 0.1007 2022/12/29 07:37:15 - mmengine - INFO - Epoch(train) [16][15100/15807] lr: 4.1023e-05 eta: 9:31:52 time: 0.5422 data_time: 0.0060 memory: 12269 loss: 0.1004 loss_ctc: 0.1004 2022/12/29 07:38:08 - mmengine - INFO - Epoch(train) [16][15200/15807] lr: 4.0926e-05 eta: 9:30:59 time: 0.5282 data_time: 0.0017 memory: 12269 loss: 0.1188 loss_ctc: 0.1188 2022/12/29 07:39:01 - mmengine - INFO - Epoch(train) [16][15300/15807] lr: 4.0830e-05 eta: 9:30:05 time: 0.4857 data_time: 0.0016 memory: 12269 loss: 0.0968 loss_ctc: 0.0968 2022/12/29 07:39:54 - mmengine - INFO - Epoch(train) [16][15400/15807] lr: 4.0733e-05 eta: 9:29:11 time: 0.5321 data_time: 0.0016 memory: 12269 loss: 0.0836 loss_ctc: 0.0836 2022/12/29 07:40:47 - mmengine - INFO - Epoch(train) [16][15500/15807] lr: 4.0637e-05 eta: 9:28:17 time: 0.5260 data_time: 0.0017 memory: 12269 loss: 0.1137 loss_ctc: 0.1137 2022/12/29 07:41:40 - mmengine - INFO - Epoch(train) [16][15600/15807] lr: 4.0540e-05 eta: 9:27:23 time: 0.5409 data_time: 0.0015 memory: 12269 loss: 0.1181 loss_ctc: 0.1181 2022/12/29 07:42:33 - mmengine - INFO - Epoch(train) [16][15700/15807] lr: 4.0444e-05 eta: 9:26:29 time: 0.5467 data_time: 0.0023 memory: 12269 loss: 0.1053 loss_ctc: 0.1053 2022/12/29 07:43:23 - mmengine - INFO - Epoch(train) [16][15800/15807] lr: 4.0347e-05 eta: 9:25:35 time: 0.5055 data_time: 0.0015 memory: 12269 loss: 0.1035 loss_ctc: 0.1035 2022/12/29 07:43:27 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:43:27 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/12/29 07:43:34 - mmengine - INFO - Epoch(val) [16][8/8] CUTE80/recog/word_acc: 0.1528 CUTE80/recog/word_acc_ignore_case: 0.8819 CUTE80/recog/word_acc_ignore_case_symbol: 0.8819 IIIT5K/recog/word_acc: 0.0650 IIIT5K/recog/word_acc_ignore_case: 0.8577 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8577 SVT/recog/word_acc: 0.8934 SVT/recog/word_acc_ignore_case: 0.8934 SVT/recog/word_acc_ignore_case_symbol: 0.8934 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8465 SVTP/recog/word_acc_ignore_case_symbol: 0.8465 IC13/recog/word_acc: 0.2887 IC13/recog/word_acc_ignore_case: 0.9458 IC13/recog/word_acc_ignore_case_symbol: 0.9458 IC15/recog/word_acc: 0.1223 IC15/recog/word_acc_ignore_case: 0.7381 IC15/recog/word_acc_ignore_case_symbol: 0.7443 CUTE80/recog/char_recall: 0.9555 CUTE80/recog/char_precision: 0.9419 IIIT5K/recog/char_recall: 0.9908 IIIT5K/recog/char_precision: 0.9109 SVT/recog/char_recall: 0.9766 SVT/recog/char_precision: 0.9596 SVTP/recog/char_recall: 0.9461 SVTP/recog/char_precision: 0.9529 IC13/recog/char_recall: 0.9902 IC13/recog/char_precision: 0.9759 IC15/recog/char_recall: 0.9331 IC15/recog/char_precision: 0.8914 2022/12/29 07:44:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:44:32 - mmengine - INFO - Epoch(train) [17][ 100/15807] lr: 4.0245e-05 eta: 9:24:38 time: 0.5259 data_time: 0.0016 memory: 12269 loss: 0.1000 loss_ctc: 0.1000 2022/12/29 07:45:25 - mmengine - INFO - Epoch(train) [17][ 200/15807] lr: 4.0149e-05 eta: 9:23:44 time: 0.5365 data_time: 0.0016 memory: 12269 loss: 0.1194 loss_ctc: 0.1194 2022/12/29 07:46:18 - mmengine - INFO - Epoch(train) [17][ 300/15807] lr: 4.0053e-05 eta: 9:22:51 time: 0.5569 data_time: 0.0030 memory: 12269 loss: 0.1082 loss_ctc: 0.1082 2022/12/29 07:47:12 - mmengine - INFO - Epoch(train) [17][ 400/15807] lr: 3.9957e-05 eta: 9:21:57 time: 0.5309 data_time: 0.0015 memory: 12269 loss: 0.1088 loss_ctc: 0.1088 2022/12/29 07:48:06 - mmengine - INFO - Epoch(train) [17][ 500/15807] lr: 3.9861e-05 eta: 9:21:03 time: 0.5448 data_time: 0.0017 memory: 12269 loss: 0.0968 loss_ctc: 0.0968 2022/12/29 07:48:59 - mmengine - INFO - Epoch(train) [17][ 600/15807] lr: 3.9765e-05 eta: 9:20:09 time: 0.5217 data_time: 0.0019 memory: 12269 loss: 0.0876 loss_ctc: 0.0876 2022/12/29 07:49:52 - mmengine - INFO - Epoch(train) [17][ 700/15807] lr: 3.9670e-05 eta: 9:19:16 time: 0.5560 data_time: 0.0016 memory: 12269 loss: 0.1123 loss_ctc: 0.1123 2022/12/29 07:50:46 - mmengine - INFO - Epoch(train) [17][ 800/15807] lr: 3.9574e-05 eta: 9:18:22 time: 0.5285 data_time: 0.0041 memory: 12269 loss: 0.0880 loss_ctc: 0.0880 2022/12/29 07:51:40 - mmengine - INFO - Epoch(train) [17][ 900/15807] lr: 3.9479e-05 eta: 9:17:28 time: 0.5291 data_time: 0.0021 memory: 12269 loss: 0.0781 loss_ctc: 0.0781 2022/12/29 07:52:33 - mmengine - INFO - Epoch(train) [17][ 1000/15807] lr: 3.9383e-05 eta: 9:16:35 time: 0.5266 data_time: 0.0015 memory: 12269 loss: 0.1087 loss_ctc: 0.1087 2022/12/29 07:53:20 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 07:53:26 - mmengine - INFO - Epoch(train) [17][ 1100/15807] lr: 3.9288e-05 eta: 9:15:41 time: 0.5199 data_time: 0.0015 memory: 12269 loss: 0.0934 loss_ctc: 0.0934 2022/12/29 07:54:19 - mmengine - INFO - Epoch(train) [17][ 1200/15807] lr: 3.9193e-05 eta: 9:14:47 time: 0.4962 data_time: 0.0015 memory: 12269 loss: 0.1008 loss_ctc: 0.1008 2022/12/29 07:55:12 - mmengine - INFO - Epoch(train) [17][ 1300/15807] lr: 3.9098e-05 eta: 9:13:53 time: 0.5698 data_time: 0.0016 memory: 12269 loss: 0.1295 loss_ctc: 0.1295 2022/12/29 07:56:06 - mmengine - INFO - Epoch(train) [17][ 1400/15807] lr: 3.9003e-05 eta: 9:12:59 time: 0.5449 data_time: 0.0052 memory: 12269 loss: 0.0843 loss_ctc: 0.0843 2022/12/29 07:56:58 - mmengine - INFO - Epoch(train) [17][ 1500/15807] lr: 3.8908e-05 eta: 9:12:05 time: 0.5452 data_time: 0.0017 memory: 12269 loss: 0.1083 loss_ctc: 0.1083 2022/12/29 07:57:52 - mmengine - INFO - Epoch(train) [17][ 1600/15807] lr: 3.8813e-05 eta: 9:11:12 time: 0.5815 data_time: 0.0015 memory: 12269 loss: 0.0992 loss_ctc: 0.0992 2022/12/29 07:58:45 - mmengine - INFO - Epoch(train) [17][ 1700/15807] lr: 3.8719e-05 eta: 9:10:18 time: 0.5314 data_time: 0.0069 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/29 07:59:39 - mmengine - INFO - Epoch(train) [17][ 1800/15807] lr: 3.8624e-05 eta: 9:09:24 time: 0.5474 data_time: 0.0016 memory: 12269 loss: 0.1023 loss_ctc: 0.1023 2022/12/29 08:00:32 - mmengine - INFO - Epoch(train) [17][ 1900/15807] lr: 3.8530e-05 eta: 9:08:31 time: 0.5241 data_time: 0.0018 memory: 12269 loss: 0.0942 loss_ctc: 0.0942 2022/12/29 08:01:25 - mmengine - INFO - Epoch(train) [17][ 2000/15807] lr: 3.8435e-05 eta: 9:07:37 time: 0.4780 data_time: 0.0014 memory: 12269 loss: 0.1061 loss_ctc: 0.1061 2022/12/29 08:02:12 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 08:02:18 - mmengine - INFO - Epoch(train) [17][ 2100/15807] lr: 3.8341e-05 eta: 9:06:43 time: 0.5523 data_time: 0.0028 memory: 12269 loss: 0.0858 loss_ctc: 0.0858 2022/12/29 08:03:12 - mmengine - INFO - Epoch(train) [17][ 2200/15807] lr: 3.8247e-05 eta: 9:05:49 time: 0.5394 data_time: 0.0035 memory: 12269 loss: 0.1116 loss_ctc: 0.1116 2022/12/29 08:04:05 - mmengine - INFO - Epoch(train) [17][ 2300/15807] lr: 3.8153e-05 eta: 9:04:56 time: 0.5362 data_time: 0.0020 memory: 12269 loss: 0.1105 loss_ctc: 0.1105 2022/12/29 08:04:59 - mmengine - INFO - Epoch(train) [17][ 2400/15807] lr: 3.8059e-05 eta: 9:04:02 time: 0.5083 data_time: 0.0016 memory: 12269 loss: 0.1034 loss_ctc: 0.1034 2022/12/29 08:05:52 - mmengine - INFO - Epoch(train) [17][ 2500/15807] lr: 3.7965e-05 eta: 9:03:08 time: 0.5156 data_time: 0.0020 memory: 12269 loss: 0.0846 loss_ctc: 0.0846 2022/12/29 08:06:45 - mmengine - INFO - Epoch(train) [17][ 2600/15807] lr: 3.7871e-05 eta: 9:02:14 time: 0.5207 data_time: 0.0014 memory: 12269 loss: 0.1179 loss_ctc: 0.1179 2022/12/29 08:07:37 - mmengine - INFO - Epoch(train) [17][ 2700/15807] lr: 3.7777e-05 eta: 9:01:20 time: 0.5130 data_time: 0.0018 memory: 12269 loss: 0.0995 loss_ctc: 0.0995 2022/12/29 08:08:30 - mmengine - INFO - Epoch(train) [17][ 2800/15807] lr: 3.7684e-05 eta: 9:00:26 time: 0.5197 data_time: 0.0024 memory: 12269 loss: 0.1205 loss_ctc: 0.1205 2022/12/29 08:09:24 - mmengine - INFO - Epoch(train) [17][ 2900/15807] lr: 3.7590e-05 eta: 8:59:33 time: 0.5374 data_time: 0.0018 memory: 12269 loss: 0.1101 loss_ctc: 0.1101 2022/12/29 08:10:17 - mmengine - INFO - Epoch(train) [17][ 3000/15807] lr: 3.7497e-05 eta: 8:58:39 time: 0.5180 data_time: 0.0017 memory: 12269 loss: 0.0811 loss_ctc: 0.0811 2022/12/29 08:11:03 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 08:11:09 - mmengine - INFO - Epoch(train) [17][ 3100/15807] lr: 3.7404e-05 eta: 8:57:45 time: 0.5158 data_time: 0.0016 memory: 12269 loss: 0.1010 loss_ctc: 0.1010 2022/12/29 08:12:03 - mmengine - INFO - Epoch(train) [17][ 3200/15807] lr: 3.7310e-05 eta: 8:56:51 time: 0.5384 data_time: 0.0021 memory: 12269 loss: 0.1052 loss_ctc: 0.1052 2022/12/29 08:12:56 - mmengine - INFO - Epoch(train) [17][ 3300/15807] lr: 3.7217e-05 eta: 8:55:57 time: 0.4763 data_time: 0.0017 memory: 12269 loss: 0.0989 loss_ctc: 0.0989 2022/12/29 08:13:49 - mmengine - INFO - Epoch(train) [17][ 3400/15807] lr: 3.7124e-05 eta: 8:55:04 time: 0.5563 data_time: 0.0016 memory: 12269 loss: 0.1110 loss_ctc: 0.1110 2022/12/29 08:14:42 - mmengine - INFO - Epoch(train) [17][ 3500/15807] lr: 3.7031e-05 eta: 8:54:10 time: 0.5234 data_time: 0.0015 memory: 12269 loss: 0.1012 loss_ctc: 0.1012 2022/12/29 08:15:35 - mmengine - INFO - Epoch(train) [17][ 3600/15807] lr: 3.6938e-05 eta: 8:53:16 time: 0.5304 data_time: 0.0019 memory: 12269 loss: 0.1079 loss_ctc: 0.1079 2022/12/29 08:16:29 - mmengine - INFO - Epoch(train) [17][ 3700/15807] lr: 3.6846e-05 eta: 8:52:22 time: 0.5298 data_time: 0.0017 memory: 12269 loss: 0.0884 loss_ctc: 0.0884 2022/12/29 08:17:22 - mmengine - INFO - Epoch(train) [17][ 3800/15807] lr: 3.6753e-05 eta: 8:51:29 time: 0.5077 data_time: 0.0017 memory: 12269 loss: 0.1198 loss_ctc: 0.1198 2022/12/29 08:18:16 - mmengine - INFO - Epoch(train) [17][ 3900/15807] lr: 3.6660e-05 eta: 8:50:35 time: 0.5413 data_time: 0.0016 memory: 12269 loss: 0.0950 loss_ctc: 0.0950 2022/12/29 08:19:08 - mmengine - INFO - Epoch(train) [17][ 4000/15807] lr: 3.6568e-05 eta: 8:49:41 time: 0.5376 data_time: 0.0017 memory: 12269 loss: 0.1184 loss_ctc: 0.1184 2022/12/29 08:19:55 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 08:20:01 - mmengine - INFO - Epoch(train) [17][ 4100/15807] lr: 3.6476e-05 eta: 8:48:47 time: 0.5402 data_time: 0.0016 memory: 12269 loss: 0.0895 loss_ctc: 0.0895 2022/12/29 08:20:54 - mmengine - INFO - Epoch(train) [17][ 4200/15807] lr: 3.6383e-05 eta: 8:47:53 time: 0.5647 data_time: 0.0014 memory: 12269 loss: 0.1372 loss_ctc: 0.1372 2022/12/29 08:21:47 - mmengine - INFO - Epoch(train) [17][ 4300/15807] lr: 3.6291e-05 eta: 8:46:59 time: 0.5072 data_time: 0.0018 memory: 12269 loss: 0.0927 loss_ctc: 0.0927 2022/12/29 08:22:40 - mmengine - INFO - Epoch(train) [17][ 4400/15807] lr: 3.6199e-05 eta: 8:46:06 time: 0.5295 data_time: 0.0023 memory: 12269 loss: 0.1118 loss_ctc: 0.1118 2022/12/29 08:23:33 - mmengine - INFO - Epoch(train) [17][ 4500/15807] lr: 3.6107e-05 eta: 8:45:12 time: 0.5269 data_time: 0.0016 memory: 12269 loss: 0.1112 loss_ctc: 0.1112 2022/12/29 08:24:26 - mmengine - INFO - Epoch(train) [17][ 4600/15807] lr: 3.6015e-05 eta: 8:44:18 time: 0.4933 data_time: 0.0041 memory: 12269 loss: 0.0962 loss_ctc: 0.0962 2022/12/29 08:25:21 - mmengine - INFO - Epoch(train) [17][ 4700/15807] lr: 3.5923e-05 eta: 8:43:25 time: 0.5009 data_time: 0.0019 memory: 12269 loss: 0.1067 loss_ctc: 0.1067 2022/12/29 08:26:13 - mmengine - INFO - Epoch(train) [17][ 4800/15807] lr: 3.5832e-05 eta: 8:42:31 time: 0.5152 data_time: 0.0018 memory: 12269 loss: 0.0691 loss_ctc: 0.0691 2022/12/29 08:27:06 - mmengine - INFO - Epoch(train) [17][ 4900/15807] lr: 3.5740e-05 eta: 8:41:37 time: 0.5508 data_time: 0.0018 memory: 12269 loss: 0.0637 loss_ctc: 0.0637 2022/12/29 08:28:00 - mmengine - INFO - Epoch(train) [17][ 5000/15807] lr: 3.5649e-05 eta: 8:40:43 time: 0.5806 data_time: 0.0025 memory: 12269 loss: 0.1292 loss_ctc: 0.1292 2022/12/29 08:28:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 08:28:53 - mmengine - INFO - Epoch(train) [17][ 5100/15807] lr: 3.5557e-05 eta: 8:39:49 time: 0.4802 data_time: 0.0018 memory: 12269 loss: 0.0828 loss_ctc: 0.0828 2022/12/29 08:29:46 - mmengine - INFO - Epoch(train) [17][ 5200/15807] lr: 3.5466e-05 eta: 8:38:56 time: 0.5862 data_time: 0.0015 memory: 12269 loss: 0.1042 loss_ctc: 0.1042 2022/12/29 08:30:39 - mmengine - INFO - Epoch(train) [17][ 5300/15807] lr: 3.5375e-05 eta: 8:38:02 time: 0.5009 data_time: 0.0014 memory: 12269 loss: 0.0792 loss_ctc: 0.0792 2022/12/29 08:31:32 - mmengine - INFO - Epoch(train) [17][ 5400/15807] lr: 3.5284e-05 eta: 8:37:08 time: 0.5257 data_time: 0.0018 memory: 12269 loss: 0.0981 loss_ctc: 0.0981 2022/12/29 08:32:25 - mmengine - INFO - Epoch(train) [17][ 5500/15807] lr: 3.5193e-05 eta: 8:36:14 time: 0.5384 data_time: 0.0016 memory: 12269 loss: 0.0883 loss_ctc: 0.0883 2022/12/29 08:33:19 - mmengine - INFO - Epoch(train) [17][ 5600/15807] lr: 3.5102e-05 eta: 8:35:20 time: 0.4859 data_time: 0.0014 memory: 12269 loss: 0.1120 loss_ctc: 0.1120 2022/12/29 08:34:12 - mmengine - INFO - Epoch(train) [17][ 5700/15807] lr: 3.5011e-05 eta: 8:34:27 time: 0.5248 data_time: 0.0017 memory: 12269 loss: 0.1134 loss_ctc: 0.1134 2022/12/29 08:35:04 - mmengine - INFO - Epoch(train) [17][ 5800/15807] lr: 3.4920e-05 eta: 8:33:33 time: 0.5012 data_time: 0.0037 memory: 12269 loss: 0.0834 loss_ctc: 0.0834 2022/12/29 08:35:58 - mmengine - INFO - Epoch(train) [17][ 5900/15807] lr: 3.4830e-05 eta: 8:32:39 time: 0.5318 data_time: 0.0015 memory: 12269 loss: 0.0966 loss_ctc: 0.0966 2022/12/29 08:36:52 - mmengine - INFO - Epoch(train) [17][ 6000/15807] lr: 3.4739e-05 eta: 8:31:45 time: 0.5455 data_time: 0.0018 memory: 12269 loss: 0.1035 loss_ctc: 0.1035 2022/12/29 08:37:38 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 08:37:44 - mmengine - INFO - Epoch(train) [17][ 6100/15807] lr: 3.4649e-05 eta: 8:30:52 time: 0.4935 data_time: 0.0017 memory: 12269 loss: 0.0930 loss_ctc: 0.0930 2022/12/29 08:38:37 - mmengine - INFO - Epoch(train) [17][ 6200/15807] lr: 3.4559e-05 eta: 8:29:58 time: 0.5265 data_time: 0.0039 memory: 12269 loss: 0.0857 loss_ctc: 0.0857 2022/12/29 08:39:31 - mmengine - INFO - Epoch(train) [17][ 6300/15807] lr: 3.4468e-05 eta: 8:29:04 time: 0.5205 data_time: 0.0015 memory: 12269 loss: 0.1150 loss_ctc: 0.1150 2022/12/29 08:40:24 - mmengine - INFO - Epoch(train) [17][ 6400/15807] lr: 3.4378e-05 eta: 8:28:10 time: 0.5073 data_time: 0.0018 memory: 12269 loss: 0.0995 loss_ctc: 0.0995 2022/12/29 08:41:18 - mmengine - INFO - Epoch(train) [17][ 6500/15807] lr: 3.4288e-05 eta: 8:27:17 time: 0.5419 data_time: 0.0020 memory: 12269 loss: 0.0893 loss_ctc: 0.0893 2022/12/29 08:42:10 - mmengine - INFO - Epoch(train) [17][ 6600/15807] lr: 3.4198e-05 eta: 8:26:23 time: 0.5191 data_time: 0.0017 memory: 12269 loss: 0.0804 loss_ctc: 0.0804 2022/12/29 08:43:04 - mmengine - INFO - Epoch(train) [17][ 6700/15807] lr: 3.4108e-05 eta: 8:25:29 time: 0.5847 data_time: 0.0014 memory: 12269 loss: 0.0895 loss_ctc: 0.0895 2022/12/29 08:43:56 - mmengine - INFO - Epoch(train) [17][ 6800/15807] lr: 3.4019e-05 eta: 8:24:35 time: 0.4899 data_time: 0.0023 memory: 12269 loss: 0.0889 loss_ctc: 0.0889 2022/12/29 08:44:50 - mmengine - INFO - Epoch(train) [17][ 6900/15807] lr: 3.3929e-05 eta: 8:23:41 time: 0.6226 data_time: 0.0019 memory: 12269 loss: 0.1115 loss_ctc: 0.1115 2022/12/29 08:45:43 - mmengine - INFO - Epoch(train) [17][ 7000/15807] lr: 3.3840e-05 eta: 8:22:48 time: 0.5318 data_time: 0.0022 memory: 12269 loss: 0.0957 loss_ctc: 0.0957 2022/12/29 08:46:29 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 08:46:36 - mmengine - INFO - Epoch(train) [17][ 7100/15807] lr: 3.3750e-05 eta: 8:21:54 time: 0.5281 data_time: 0.0020 memory: 12269 loss: 0.1345 loss_ctc: 0.1345 2022/12/29 08:47:29 - mmengine - INFO - Epoch(train) [17][ 7200/15807] lr: 3.3661e-05 eta: 8:21:00 time: 0.5261 data_time: 0.0032 memory: 12269 loss: 0.1001 loss_ctc: 0.1001 2022/12/29 08:48:21 - mmengine - INFO - Epoch(train) [17][ 7300/15807] lr: 3.3572e-05 eta: 8:20:06 time: 0.5130 data_time: 0.0040 memory: 12269 loss: 0.0991 loss_ctc: 0.0991 2022/12/29 08:49:15 - mmengine - INFO - Epoch(train) [17][ 7400/15807] lr: 3.3483e-05 eta: 8:19:12 time: 0.4935 data_time: 0.0038 memory: 12269 loss: 0.1015 loss_ctc: 0.1015 2022/12/29 08:50:08 - mmengine - INFO - Epoch(train) [17][ 7500/15807] lr: 3.3394e-05 eta: 8:18:19 time: 0.5542 data_time: 0.0016 memory: 12269 loss: 0.1133 loss_ctc: 0.1133 2022/12/29 08:51:02 - mmengine - INFO - Epoch(train) [17][ 7600/15807] lr: 3.3305e-05 eta: 8:17:25 time: 0.5171 data_time: 0.0014 memory: 12269 loss: 0.0915 loss_ctc: 0.0915 2022/12/29 08:51:54 - mmengine - INFO - Epoch(train) [17][ 7700/15807] lr: 3.3216e-05 eta: 8:16:31 time: 0.5206 data_time: 0.0015 memory: 12269 loss: 0.1146 loss_ctc: 0.1146 2022/12/29 08:52:48 - mmengine - INFO - Epoch(train) [17][ 7800/15807] lr: 3.3127e-05 eta: 8:15:37 time: 0.5729 data_time: 0.0025 memory: 12269 loss: 0.0940 loss_ctc: 0.0940 2022/12/29 08:53:42 - mmengine - INFO - Epoch(train) [17][ 7900/15807] lr: 3.3038e-05 eta: 8:14:44 time: 0.5564 data_time: 0.0018 memory: 12269 loss: 0.1210 loss_ctc: 0.1210 2022/12/29 08:54:35 - mmengine - INFO - Epoch(train) [17][ 8000/15807] lr: 3.2950e-05 eta: 8:13:50 time: 0.5687 data_time: 0.0017 memory: 12269 loss: 0.0996 loss_ctc: 0.0996 2022/12/29 08:55:23 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 08:55:29 - mmengine - INFO - Epoch(train) [17][ 8100/15807] lr: 3.2862e-05 eta: 8:12:56 time: 0.5029 data_time: 0.0026 memory: 12269 loss: 0.0971 loss_ctc: 0.0971 2022/12/29 08:56:22 - mmengine - INFO - Epoch(train) [17][ 8200/15807] lr: 3.2773e-05 eta: 8:12:03 time: 0.5309 data_time: 0.0020 memory: 12269 loss: 0.1122 loss_ctc: 0.1122 2022/12/29 08:57:15 - mmengine - INFO - Epoch(train) [17][ 8300/15807] lr: 3.2685e-05 eta: 8:11:09 time: 0.4955 data_time: 0.0016 memory: 12269 loss: 0.1124 loss_ctc: 0.1124 2022/12/29 08:58:08 - mmengine - INFO - Epoch(train) [17][ 8400/15807] lr: 3.2597e-05 eta: 8:10:15 time: 0.5349 data_time: 0.0040 memory: 12269 loss: 0.1241 loss_ctc: 0.1241 2022/12/29 08:59:02 - mmengine - INFO - Epoch(train) [17][ 8500/15807] lr: 3.2509e-05 eta: 8:09:21 time: 0.5628 data_time: 0.0014 memory: 12269 loss: 0.1038 loss_ctc: 0.1038 2022/12/29 08:59:55 - mmengine - INFO - Epoch(train) [17][ 8600/15807] lr: 3.2421e-05 eta: 8:08:28 time: 0.5422 data_time: 0.0017 memory: 12269 loss: 0.1196 loss_ctc: 0.1196 2022/12/29 09:00:48 - mmengine - INFO - Epoch(train) [17][ 8700/15807] lr: 3.2333e-05 eta: 8:07:34 time: 0.5527 data_time: 0.0021 memory: 12269 loss: 0.0979 loss_ctc: 0.0979 2022/12/29 09:01:42 - mmengine - INFO - Epoch(train) [17][ 8800/15807] lr: 3.2246e-05 eta: 8:06:40 time: 0.5083 data_time: 0.0014 memory: 12269 loss: 0.0941 loss_ctc: 0.0941 2022/12/29 09:02:36 - mmengine - INFO - Epoch(train) [17][ 8900/15807] lr: 3.2158e-05 eta: 8:05:47 time: 0.5348 data_time: 0.0050 memory: 12269 loss: 0.1121 loss_ctc: 0.1121 2022/12/29 09:03:28 - mmengine - INFO - Epoch(train) [17][ 9000/15807] lr: 3.2070e-05 eta: 8:04:53 time: 0.5139 data_time: 0.0016 memory: 12269 loss: 0.1027 loss_ctc: 0.1027 2022/12/29 09:04:15 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 09:04:21 - mmengine - INFO - Epoch(train) [17][ 9100/15807] lr: 3.1983e-05 eta: 8:03:59 time: 0.5206 data_time: 0.0016 memory: 12269 loss: 0.1091 loss_ctc: 0.1091 2022/12/29 09:05:14 - mmengine - INFO - Epoch(train) [17][ 9200/15807] lr: 3.1896e-05 eta: 8:03:05 time: 0.5229 data_time: 0.0015 memory: 12269 loss: 0.0929 loss_ctc: 0.0929 2022/12/29 09:06:08 - mmengine - INFO - Epoch(train) [17][ 9300/15807] lr: 3.1809e-05 eta: 8:02:11 time: 0.5437 data_time: 0.0015 memory: 12269 loss: 0.1222 loss_ctc: 0.1222 2022/12/29 09:07:01 - mmengine - INFO - Epoch(train) [17][ 9400/15807] lr: 3.1721e-05 eta: 8:01:18 time: 0.5113 data_time: 0.0027 memory: 12269 loss: 0.0955 loss_ctc: 0.0955 2022/12/29 09:07:54 - mmengine - INFO - Epoch(train) [17][ 9500/15807] lr: 3.1634e-05 eta: 8:00:24 time: 0.5322 data_time: 0.0015 memory: 12269 loss: 0.0951 loss_ctc: 0.0951 2022/12/29 09:08:46 - mmengine - INFO - Epoch(train) [17][ 9600/15807] lr: 3.1548e-05 eta: 7:59:30 time: 0.4909 data_time: 0.0016 memory: 12269 loss: 0.1063 loss_ctc: 0.1063 2022/12/29 09:09:40 - mmengine - INFO - Epoch(train) [17][ 9700/15807] lr: 3.1461e-05 eta: 7:58:36 time: 0.5430 data_time: 0.0066 memory: 12269 loss: 0.0931 loss_ctc: 0.0931 2022/12/29 09:10:33 - mmengine - INFO - Epoch(train) [17][ 9800/15807] lr: 3.1374e-05 eta: 7:57:43 time: 0.5012 data_time: 0.0026 memory: 12269 loss: 0.1004 loss_ctc: 0.1004 2022/12/29 09:11:27 - mmengine - INFO - Epoch(train) [17][ 9900/15807] lr: 3.1288e-05 eta: 7:56:49 time: 0.5611 data_time: 0.0017 memory: 12269 loss: 0.1105 loss_ctc: 0.1105 2022/12/29 09:12:20 - mmengine - INFO - Epoch(train) [17][10000/15807] lr: 3.1201e-05 eta: 7:55:55 time: 0.5213 data_time: 0.0016 memory: 12269 loss: 0.1156 loss_ctc: 0.1156 2022/12/29 09:13:07 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 09:13:14 - mmengine - INFO - Epoch(train) [17][10100/15807] lr: 3.1115e-05 eta: 7:55:02 time: 0.5512 data_time: 0.0014 memory: 12269 loss: 0.1006 loss_ctc: 0.1006 2022/12/29 09:14:07 - mmengine - INFO - Epoch(train) [17][10200/15807] lr: 3.1028e-05 eta: 7:54:08 time: 0.5219 data_time: 0.0019 memory: 12269 loss: 0.0964 loss_ctc: 0.0964 2022/12/29 09:15:01 - mmengine - INFO - Epoch(train) [17][10300/15807] lr: 3.0942e-05 eta: 7:53:14 time: 0.5714 data_time: 0.0016 memory: 12269 loss: 0.0959 loss_ctc: 0.0959 2022/12/29 09:15:54 - mmengine - INFO - Epoch(train) [17][10400/15807] lr: 3.0856e-05 eta: 7:52:20 time: 0.5284 data_time: 0.0018 memory: 12269 loss: 0.1122 loss_ctc: 0.1122 2022/12/29 09:16:47 - mmengine - INFO - Epoch(train) [17][10500/15807] lr: 3.0770e-05 eta: 7:51:27 time: 0.4973 data_time: 0.0036 memory: 12269 loss: 0.0943 loss_ctc: 0.0943 2022/12/29 09:17:40 - mmengine - INFO - Epoch(train) [17][10600/15807] lr: 3.0684e-05 eta: 7:50:33 time: 0.5666 data_time: 0.0015 memory: 12269 loss: 0.1062 loss_ctc: 0.1062 2022/12/29 09:18:33 - mmengine - INFO - Epoch(train) [17][10700/15807] lr: 3.0599e-05 eta: 7:49:39 time: 0.5223 data_time: 0.0017 memory: 12269 loss: 0.0846 loss_ctc: 0.0846 2022/12/29 09:19:26 - mmengine - INFO - Epoch(train) [17][10800/15807] lr: 3.0513e-05 eta: 7:48:45 time: 0.5751 data_time: 0.0024 memory: 12269 loss: 0.0995 loss_ctc: 0.0995 2022/12/29 09:20:19 - mmengine - INFO - Epoch(train) [17][10900/15807] lr: 3.0427e-05 eta: 7:47:51 time: 0.5386 data_time: 0.0022 memory: 12269 loss: 0.0921 loss_ctc: 0.0921 2022/12/29 09:21:11 - mmengine - INFO - Epoch(train) [17][11000/15807] lr: 3.0342e-05 eta: 7:46:58 time: 0.5298 data_time: 0.0016 memory: 12269 loss: 0.1031 loss_ctc: 0.1031 2022/12/29 09:21:58 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 09:22:04 - mmengine - INFO - Epoch(train) [17][11100/15807] lr: 3.0257e-05 eta: 7:46:04 time: 0.5375 data_time: 0.0016 memory: 12269 loss: 0.1068 loss_ctc: 0.1068 2022/12/29 09:22:58 - mmengine - INFO - Epoch(train) [17][11200/15807] lr: 3.0171e-05 eta: 7:45:10 time: 0.5118 data_time: 0.0020 memory: 12269 loss: 0.0924 loss_ctc: 0.0924 2022/12/29 09:23:50 - mmengine - INFO - Epoch(train) [17][11300/15807] lr: 3.0086e-05 eta: 7:44:16 time: 0.5699 data_time: 0.0022 memory: 12269 loss: 0.0824 loss_ctc: 0.0824 2022/12/29 09:24:43 - mmengine - INFO - Epoch(train) [17][11400/15807] lr: 3.0001e-05 eta: 7:43:22 time: 0.5284 data_time: 0.0020 memory: 12269 loss: 0.1009 loss_ctc: 0.1009 2022/12/29 09:25:36 - mmengine - INFO - Epoch(train) [17][11500/15807] lr: 2.9916e-05 eta: 7:42:29 time: 0.4964 data_time: 0.0027 memory: 12269 loss: 0.1003 loss_ctc: 0.1003 2022/12/29 09:26:30 - mmengine - INFO - Epoch(train) [17][11600/15807] lr: 2.9831e-05 eta: 7:41:35 time: 0.5699 data_time: 0.0027 memory: 12269 loss: 0.0958 loss_ctc: 0.0958 2022/12/29 09:27:23 - mmengine - INFO - Epoch(train) [17][11700/15807] lr: 2.9747e-05 eta: 7:40:41 time: 0.5597 data_time: 0.0014 memory: 12269 loss: 0.0815 loss_ctc: 0.0815 2022/12/29 09:28:15 - mmengine - INFO - Epoch(train) [17][11800/15807] lr: 2.9662e-05 eta: 7:39:47 time: 0.4915 data_time: 0.0016 memory: 12269 loss: 0.0922 loss_ctc: 0.0922 2022/12/29 09:29:08 - mmengine - INFO - Epoch(train) [17][11900/15807] lr: 2.9578e-05 eta: 7:38:53 time: 0.5522 data_time: 0.0027 memory: 12269 loss: 0.0920 loss_ctc: 0.0920 2022/12/29 09:30:00 - mmengine - INFO - Epoch(train) [17][12000/15807] lr: 2.9493e-05 eta: 7:38:00 time: 0.4664 data_time: 0.0018 memory: 12269 loss: 0.1045 loss_ctc: 0.1045 2022/12/29 09:30:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 09:30:53 - mmengine - INFO - Epoch(train) [17][12100/15807] lr: 2.9409e-05 eta: 7:37:06 time: 0.4994 data_time: 0.0017 memory: 12269 loss: 0.1158 loss_ctc: 0.1158 2022/12/29 09:31:48 - mmengine - INFO - Epoch(train) [17][12200/15807] lr: 2.9325e-05 eta: 7:36:12 time: 0.5118 data_time: 0.0033 memory: 12269 loss: 0.1110 loss_ctc: 0.1110 2022/12/29 09:32:41 - mmengine - INFO - Epoch(train) [17][12300/15807] lr: 2.9241e-05 eta: 7:35:19 time: 0.5483 data_time: 0.0030 memory: 12269 loss: 0.1034 loss_ctc: 0.1034 2022/12/29 09:33:35 - mmengine - INFO - Epoch(train) [17][12400/15807] lr: 2.9157e-05 eta: 7:34:25 time: 0.5268 data_time: 0.0038 memory: 12269 loss: 0.1136 loss_ctc: 0.1136 2022/12/29 09:34:28 - mmengine - INFO - Epoch(train) [17][12500/15807] lr: 2.9073e-05 eta: 7:33:31 time: 0.5103 data_time: 0.0016 memory: 12269 loss: 0.1053 loss_ctc: 0.1053 2022/12/29 09:35:22 - mmengine - INFO - Epoch(train) [17][12600/15807] lr: 2.8989e-05 eta: 7:32:38 time: 0.5417 data_time: 0.0068 memory: 12269 loss: 0.0719 loss_ctc: 0.0719 2022/12/29 09:36:14 - mmengine - INFO - Epoch(train) [17][12700/15807] lr: 2.8905e-05 eta: 7:31:44 time: 0.5249 data_time: 0.0035 memory: 12269 loss: 0.1037 loss_ctc: 0.1037 2022/12/29 09:37:08 - mmengine - INFO - Epoch(train) [17][12800/15807] lr: 2.8822e-05 eta: 7:30:50 time: 0.5447 data_time: 0.0015 memory: 12269 loss: 0.1130 loss_ctc: 0.1130 2022/12/29 09:38:01 - mmengine - INFO - Epoch(train) [17][12900/15807] lr: 2.8738e-05 eta: 7:29:56 time: 0.5195 data_time: 0.0024 memory: 12269 loss: 0.1049 loss_ctc: 0.1049 2022/12/29 09:38:55 - mmengine - INFO - Epoch(train) [17][13000/15807] lr: 2.8655e-05 eta: 7:29:03 time: 0.5240 data_time: 0.0015 memory: 12269 loss: 0.1029 loss_ctc: 0.1029 2022/12/29 09:39:41 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 09:39:47 - mmengine - INFO - Epoch(train) [17][13100/15807] lr: 2.8572e-05 eta: 7:28:09 time: 0.5157 data_time: 0.0019 memory: 12269 loss: 0.0983 loss_ctc: 0.0983 2022/12/29 09:40:40 - mmengine - INFO - Epoch(train) [17][13200/15807] lr: 2.8488e-05 eta: 7:27:15 time: 0.5228 data_time: 0.0067 memory: 12269 loss: 0.1075 loss_ctc: 0.1075 2022/12/29 09:41:33 - mmengine - INFO - Epoch(train) [17][13300/15807] lr: 2.8405e-05 eta: 7:26:21 time: 0.5027 data_time: 0.0017 memory: 12269 loss: 0.1222 loss_ctc: 0.1222 2022/12/29 09:42:27 - mmengine - INFO - Epoch(train) [17][13400/15807] lr: 2.8322e-05 eta: 7:25:28 time: 0.5579 data_time: 0.0023 memory: 12269 loss: 0.1141 loss_ctc: 0.1141 2022/12/29 09:43:21 - mmengine - INFO - Epoch(train) [17][13500/15807] lr: 2.8240e-05 eta: 7:24:34 time: 0.5550 data_time: 0.0015 memory: 12269 loss: 0.0904 loss_ctc: 0.0904 2022/12/29 09:44:14 - mmengine - INFO - Epoch(train) [17][13600/15807] lr: 2.8157e-05 eta: 7:23:40 time: 0.5456 data_time: 0.0015 memory: 12269 loss: 0.0912 loss_ctc: 0.0912 2022/12/29 09:45:08 - mmengine - INFO - Epoch(train) [17][13700/15807] lr: 2.8074e-05 eta: 7:22:47 time: 0.5598 data_time: 0.0059 memory: 12269 loss: 0.1028 loss_ctc: 0.1028 2022/12/29 09:46:01 - mmengine - INFO - Epoch(train) [17][13800/15807] lr: 2.7992e-05 eta: 7:21:53 time: 0.5693 data_time: 0.0034 memory: 12269 loss: 0.1017 loss_ctc: 0.1017 2022/12/29 09:46:55 - mmengine - INFO - Epoch(train) [17][13900/15807] lr: 2.7909e-05 eta: 7:20:59 time: 0.5335 data_time: 0.0020 memory: 12269 loss: 0.0977 loss_ctc: 0.0977 2022/12/29 09:47:49 - mmengine - INFO - Epoch(train) [17][14000/15807] lr: 2.7827e-05 eta: 7:20:06 time: 0.5315 data_time: 0.0025 memory: 12269 loss: 0.1001 loss_ctc: 0.1001 2022/12/29 09:48:35 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 09:48:41 - mmengine - INFO - Epoch(train) [17][14100/15807] lr: 2.7745e-05 eta: 7:19:12 time: 0.5468 data_time: 0.0015 memory: 12269 loss: 0.1107 loss_ctc: 0.1107 2022/12/29 09:49:34 - mmengine - INFO - Epoch(train) [17][14200/15807] lr: 2.7663e-05 eta: 7:18:18 time: 0.5544 data_time: 0.0047 memory: 12269 loss: 0.1091 loss_ctc: 0.1091 2022/12/29 09:50:27 - mmengine - INFO - Epoch(train) [17][14300/15807] lr: 2.7581e-05 eta: 7:17:24 time: 0.5276 data_time: 0.0021 memory: 12269 loss: 0.0987 loss_ctc: 0.0987 2022/12/29 09:51:20 - mmengine - INFO - Epoch(train) [17][14400/15807] lr: 2.7499e-05 eta: 7:16:31 time: 0.5213 data_time: 0.0016 memory: 12269 loss: 0.0892 loss_ctc: 0.0892 2022/12/29 09:52:14 - mmengine - INFO - Epoch(train) [17][14500/15807] lr: 2.7417e-05 eta: 7:15:37 time: 0.5463 data_time: 0.0018 memory: 12269 loss: 0.0869 loss_ctc: 0.0869 2022/12/29 09:53:06 - mmengine - INFO - Epoch(train) [17][14600/15807] lr: 2.7335e-05 eta: 7:14:43 time: 0.5015 data_time: 0.0033 memory: 12269 loss: 0.0907 loss_ctc: 0.0907 2022/12/29 09:53:59 - mmengine - INFO - Epoch(train) [17][14700/15807] lr: 2.7254e-05 eta: 7:13:49 time: 0.5340 data_time: 0.0016 memory: 12269 loss: 0.0751 loss_ctc: 0.0751 2022/12/29 09:54:53 - mmengine - INFO - Epoch(train) [17][14800/15807] lr: 2.7172e-05 eta: 7:12:56 time: 0.5660 data_time: 0.0022 memory: 12269 loss: 0.1010 loss_ctc: 0.1010 2022/12/29 09:55:47 - mmengine - INFO - Epoch(train) [17][14900/15807] lr: 2.7091e-05 eta: 7:12:02 time: 0.5459 data_time: 0.0085 memory: 12269 loss: 0.1043 loss_ctc: 0.1043 2022/12/29 09:56:40 - mmengine - INFO - Epoch(train) [17][15000/15807] lr: 2.7010e-05 eta: 7:11:08 time: 0.5527 data_time: 0.0019 memory: 12269 loss: 0.1038 loss_ctc: 0.1038 2022/12/29 09:57:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 09:57:32 - mmengine - INFO - Epoch(train) [17][15100/15807] lr: 2.6929e-05 eta: 7:10:14 time: 0.5432 data_time: 0.0016 memory: 12269 loss: 0.1020 loss_ctc: 0.1020 2022/12/29 09:58:26 - mmengine - INFO - Epoch(train) [17][15200/15807] lr: 2.6848e-05 eta: 7:09:21 time: 0.5463 data_time: 0.0020 memory: 12269 loss: 0.0866 loss_ctc: 0.0866 2022/12/29 09:59:19 - mmengine - INFO - Epoch(train) [17][15300/15807] lr: 2.6767e-05 eta: 7:08:27 time: 0.5041 data_time: 0.0017 memory: 12269 loss: 0.0744 loss_ctc: 0.0744 2022/12/29 10:00:12 - mmengine - INFO - Epoch(train) [17][15400/15807] lr: 2.6686e-05 eta: 7:07:33 time: 0.5174 data_time: 0.0015 memory: 12269 loss: 0.1066 loss_ctc: 0.1066 2022/12/29 10:01:05 - mmengine - INFO - Epoch(train) [17][15500/15807] lr: 2.6605e-05 eta: 7:06:40 time: 0.5330 data_time: 0.0033 memory: 12269 loss: 0.1043 loss_ctc: 0.1043 2022/12/29 10:01:58 - mmengine - INFO - Epoch(train) [17][15600/15807] lr: 2.6525e-05 eta: 7:05:46 time: 0.5571 data_time: 0.0020 memory: 12269 loss: 0.1262 loss_ctc: 0.1262 2022/12/29 10:02:51 - mmengine - INFO - Epoch(train) [17][15700/15807] lr: 2.6444e-05 eta: 7:04:52 time: 0.5668 data_time: 0.0016 memory: 12269 loss: 0.0817 loss_ctc: 0.0817 2022/12/29 10:03:43 - mmengine - INFO - Epoch(train) [17][15800/15807] lr: 2.6364e-05 eta: 7:03:58 time: 0.4651 data_time: 0.0013 memory: 12269 loss: 0.0847 loss_ctc: 0.0847 2022/12/29 10:03:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:03:46 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/12/29 10:03:53 - mmengine - INFO - Epoch(val) [17][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.8785 CUTE80/recog/word_acc_ignore_case_symbol: 0.8785 IIIT5K/recog/word_acc: 0.0653 IIIT5K/recog/word_acc_ignore_case: 0.8620 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8620 SVT/recog/word_acc: 0.8980 SVT/recog/word_acc_ignore_case: 0.8980 SVT/recog/word_acc_ignore_case_symbol: 0.8980 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8388 SVTP/recog/word_acc_ignore_case_symbol: 0.8388 IC13/recog/word_acc: 0.2897 IC13/recog/word_acc_ignore_case: 0.9478 IC13/recog/word_acc_ignore_case_symbol: 0.9478 IC15/recog/word_acc: 0.1199 IC15/recog/word_acc_ignore_case: 0.7347 IC15/recog/word_acc_ignore_case_symbol: 0.7410 CUTE80/recog/char_recall: 0.9561 CUTE80/recog/char_precision: 0.9525 IIIT5K/recog/char_recall: 0.9919 IIIT5K/recog/char_precision: 0.9158 SVT/recog/char_recall: 0.9789 SVT/recog/char_precision: 0.9647 SVTP/recog/char_recall: 0.9414 SVTP/recog/char_precision: 0.9532 IC13/recog/char_recall: 0.9904 IC13/recog/char_precision: 0.9762 IC15/recog/char_recall: 0.9318 IC15/recog/char_precision: 0.8872 2022/12/29 10:04:52 - mmengine - INFO - Epoch(train) [18][ 100/15807] lr: 2.6278e-05 eta: 7:03:02 time: 0.5223 data_time: 0.0015 memory: 12269 loss: 0.1190 loss_ctc: 0.1190 2022/12/29 10:05:46 - mmengine - INFO - Epoch(train) [18][ 200/15807] lr: 2.6198e-05 eta: 7:02:08 time: 0.5662 data_time: 0.0016 memory: 12269 loss: 0.0979 loss_ctc: 0.0979 2022/12/29 10:06:30 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:06:39 - mmengine - INFO - Epoch(train) [18][ 300/15807] lr: 2.6118e-05 eta: 7:01:14 time: 0.5009 data_time: 0.0030 memory: 12269 loss: 0.1111 loss_ctc: 0.1111 2022/12/29 10:07:32 - mmengine - INFO - Epoch(train) [18][ 400/15807] lr: 2.6038e-05 eta: 7:00:20 time: 0.5319 data_time: 0.0015 memory: 12269 loss: 0.0923 loss_ctc: 0.0923 2022/12/29 10:08:26 - mmengine - INFO - Epoch(train) [18][ 500/15807] lr: 2.5958e-05 eta: 6:59:27 time: 0.5158 data_time: 0.0017 memory: 12269 loss: 0.1194 loss_ctc: 0.1194 2022/12/29 10:09:19 - mmengine - INFO - Epoch(train) [18][ 600/15807] lr: 2.5878e-05 eta: 6:58:33 time: 0.5838 data_time: 0.0016 memory: 12269 loss: 0.0767 loss_ctc: 0.0767 2022/12/29 10:10:12 - mmengine - INFO - Epoch(train) [18][ 700/15807] lr: 2.5799e-05 eta: 6:57:39 time: 0.5447 data_time: 0.0017 memory: 12269 loss: 0.1038 loss_ctc: 0.1038 2022/12/29 10:11:05 - mmengine - INFO - Epoch(train) [18][ 800/15807] lr: 2.5719e-05 eta: 6:56:45 time: 0.4942 data_time: 0.0018 memory: 12269 loss: 0.1127 loss_ctc: 0.1127 2022/12/29 10:11:59 - mmengine - INFO - Epoch(train) [18][ 900/15807] lr: 2.5640e-05 eta: 6:55:52 time: 0.5570 data_time: 0.0015 memory: 12269 loss: 0.1249 loss_ctc: 0.1249 2022/12/29 10:12:52 - mmengine - INFO - Epoch(train) [18][ 1000/15807] lr: 2.5561e-05 eta: 6:54:58 time: 0.5169 data_time: 0.0021 memory: 12269 loss: 0.0872 loss_ctc: 0.0872 2022/12/29 10:13:45 - mmengine - INFO - Epoch(train) [18][ 1100/15807] lr: 2.5481e-05 eta: 6:54:04 time: 0.5673 data_time: 0.0022 memory: 12269 loss: 0.1034 loss_ctc: 0.1034 2022/12/29 10:14:38 - mmengine - INFO - Epoch(train) [18][ 1200/15807] lr: 2.5402e-05 eta: 6:53:11 time: 0.5429 data_time: 0.0014 memory: 12269 loss: 0.1098 loss_ctc: 0.1098 2022/12/29 10:15:22 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:15:32 - mmengine - INFO - Epoch(train) [18][ 1300/15807] lr: 2.5323e-05 eta: 6:52:17 time: 0.5156 data_time: 0.0016 memory: 12269 loss: 0.0722 loss_ctc: 0.0722 2022/12/29 10:16:25 - mmengine - INFO - Epoch(train) [18][ 1400/15807] lr: 2.5244e-05 eta: 6:51:23 time: 0.5586 data_time: 0.0037 memory: 12269 loss: 0.0796 loss_ctc: 0.0796 2022/12/29 10:17:18 - mmengine - INFO - Epoch(train) [18][ 1500/15807] lr: 2.5166e-05 eta: 6:50:30 time: 0.5319 data_time: 0.0036 memory: 12269 loss: 0.0854 loss_ctc: 0.0854 2022/12/29 10:18:12 - mmengine - INFO - Epoch(train) [18][ 1600/15807] lr: 2.5087e-05 eta: 6:49:36 time: 0.5544 data_time: 0.0054 memory: 12269 loss: 0.1034 loss_ctc: 0.1034 2022/12/29 10:19:04 - mmengine - INFO - Epoch(train) [18][ 1700/15807] lr: 2.5009e-05 eta: 6:48:42 time: 0.5085 data_time: 0.0016 memory: 12269 loss: 0.0688 loss_ctc: 0.0688 2022/12/29 10:19:58 - mmengine - INFO - Epoch(train) [18][ 1800/15807] lr: 2.4930e-05 eta: 6:47:48 time: 0.5583 data_time: 0.0016 memory: 12269 loss: 0.1051 loss_ctc: 0.1051 2022/12/29 10:20:52 - mmengine - INFO - Epoch(train) [18][ 1900/15807] lr: 2.4852e-05 eta: 6:46:55 time: 0.5425 data_time: 0.0032 memory: 12269 loss: 0.0932 loss_ctc: 0.0932 2022/12/29 10:21:44 - mmengine - INFO - Epoch(train) [18][ 2000/15807] lr: 2.4774e-05 eta: 6:46:01 time: 0.5458 data_time: 0.0017 memory: 12269 loss: 0.0927 loss_ctc: 0.0927 2022/12/29 10:22:38 - mmengine - INFO - Epoch(train) [18][ 2100/15807] lr: 2.4696e-05 eta: 6:45:07 time: 0.5054 data_time: 0.0024 memory: 12269 loss: 0.0697 loss_ctc: 0.0697 2022/12/29 10:23:31 - mmengine - INFO - Epoch(train) [18][ 2200/15807] lr: 2.4618e-05 eta: 6:44:14 time: 0.5395 data_time: 0.0014 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/29 10:24:14 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:24:25 - mmengine - INFO - Epoch(train) [18][ 2300/15807] lr: 2.4540e-05 eta: 6:43:20 time: 0.5457 data_time: 0.0042 memory: 12269 loss: 0.1149 loss_ctc: 0.1149 2022/12/29 10:25:17 - mmengine - INFO - Epoch(train) [18][ 2400/15807] lr: 2.4462e-05 eta: 6:42:26 time: 0.4928 data_time: 0.0023 memory: 12269 loss: 0.1099 loss_ctc: 0.1099 2022/12/29 10:26:10 - mmengine - INFO - Epoch(train) [18][ 2500/15807] lr: 2.4384e-05 eta: 6:41:32 time: 0.5485 data_time: 0.0032 memory: 12269 loss: 0.0840 loss_ctc: 0.0840 2022/12/29 10:27:04 - mmengine - INFO - Epoch(train) [18][ 2600/15807] lr: 2.4307e-05 eta: 6:40:39 time: 0.5127 data_time: 0.0058 memory: 12269 loss: 0.1034 loss_ctc: 0.1034 2022/12/29 10:27:57 - mmengine - INFO - Epoch(train) [18][ 2700/15807] lr: 2.4229e-05 eta: 6:39:45 time: 0.5286 data_time: 0.0015 memory: 12269 loss: 0.0940 loss_ctc: 0.0940 2022/12/29 10:28:49 - mmengine - INFO - Epoch(train) [18][ 2800/15807] lr: 2.4152e-05 eta: 6:38:51 time: 0.5255 data_time: 0.0034 memory: 12269 loss: 0.0914 loss_ctc: 0.0914 2022/12/29 10:29:42 - mmengine - INFO - Epoch(train) [18][ 2900/15807] lr: 2.4075e-05 eta: 6:37:57 time: 0.5386 data_time: 0.0017 memory: 12269 loss: 0.1083 loss_ctc: 0.1083 2022/12/29 10:30:35 - mmengine - INFO - Epoch(train) [18][ 3000/15807] lr: 2.3998e-05 eta: 6:37:04 time: 0.5548 data_time: 0.0017 memory: 12269 loss: 0.0888 loss_ctc: 0.0888 2022/12/29 10:31:29 - mmengine - INFO - Epoch(train) [18][ 3100/15807] lr: 2.3921e-05 eta: 6:36:10 time: 0.5096 data_time: 0.0040 memory: 12269 loss: 0.0763 loss_ctc: 0.0763 2022/12/29 10:32:22 - mmengine - INFO - Epoch(train) [18][ 3200/15807] lr: 2.3844e-05 eta: 6:35:16 time: 0.5329 data_time: 0.0019 memory: 12269 loss: 0.0835 loss_ctc: 0.0835 2022/12/29 10:33:05 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:33:15 - mmengine - INFO - Epoch(train) [18][ 3300/15807] lr: 2.3767e-05 eta: 6:34:23 time: 0.5062 data_time: 0.0015 memory: 12269 loss: 0.0989 loss_ctc: 0.0989 2022/12/29 10:34:08 - mmengine - INFO - Epoch(train) [18][ 3400/15807] lr: 2.3691e-05 eta: 6:33:29 time: 0.5169 data_time: 0.0049 memory: 12269 loss: 0.0936 loss_ctc: 0.0936 2022/12/29 10:35:02 - mmengine - INFO - Epoch(train) [18][ 3500/15807] lr: 2.3614e-05 eta: 6:32:35 time: 0.5744 data_time: 0.0023 memory: 12269 loss: 0.1374 loss_ctc: 0.1374 2022/12/29 10:35:55 - mmengine - INFO - Epoch(train) [18][ 3600/15807] lr: 2.3538e-05 eta: 6:31:42 time: 0.5187 data_time: 0.0015 memory: 12269 loss: 0.0768 loss_ctc: 0.0768 2022/12/29 10:36:48 - mmengine - INFO - Epoch(train) [18][ 3700/15807] lr: 2.3461e-05 eta: 6:30:48 time: 0.5516 data_time: 0.0016 memory: 12269 loss: 0.1017 loss_ctc: 0.1017 2022/12/29 10:37:41 - mmengine - INFO - Epoch(train) [18][ 3800/15807] lr: 2.3385e-05 eta: 6:29:54 time: 0.5133 data_time: 0.0018 memory: 12269 loss: 0.0985 loss_ctc: 0.0985 2022/12/29 10:38:35 - mmengine - INFO - Epoch(train) [18][ 3900/15807] lr: 2.3309e-05 eta: 6:29:01 time: 0.5564 data_time: 0.0016 memory: 12269 loss: 0.0925 loss_ctc: 0.0925 2022/12/29 10:39:29 - mmengine - INFO - Epoch(train) [18][ 4000/15807] lr: 2.3233e-05 eta: 6:28:07 time: 0.5458 data_time: 0.0030 memory: 12269 loss: 0.1036 loss_ctc: 0.1036 2022/12/29 10:40:21 - mmengine - INFO - Epoch(train) [18][ 4100/15807] lr: 2.3157e-05 eta: 6:27:13 time: 0.4890 data_time: 0.0021 memory: 12269 loss: 0.0721 loss_ctc: 0.0721 2022/12/29 10:41:14 - mmengine - INFO - Epoch(train) [18][ 4200/15807] lr: 2.3081e-05 eta: 6:26:19 time: 0.5311 data_time: 0.0017 memory: 12269 loss: 0.1124 loss_ctc: 0.1124 2022/12/29 10:41:57 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:42:07 - mmengine - INFO - Epoch(train) [18][ 4300/15807] lr: 2.3006e-05 eta: 6:25:26 time: 0.5101 data_time: 0.0017 memory: 12269 loss: 0.0922 loss_ctc: 0.0922 2022/12/29 10:43:00 - mmengine - INFO - Epoch(train) [18][ 4400/15807] lr: 2.2930e-05 eta: 6:24:32 time: 0.5327 data_time: 0.0017 memory: 12269 loss: 0.1174 loss_ctc: 0.1174 2022/12/29 10:43:53 - mmengine - INFO - Epoch(train) [18][ 4500/15807] lr: 2.2855e-05 eta: 6:23:38 time: 0.5454 data_time: 0.0018 memory: 12269 loss: 0.0847 loss_ctc: 0.0847 2022/12/29 10:44:46 - mmengine - INFO - Epoch(train) [18][ 4600/15807] lr: 2.2779e-05 eta: 6:22:44 time: 0.5421 data_time: 0.0017 memory: 12269 loss: 0.0846 loss_ctc: 0.0846 2022/12/29 10:45:39 - mmengine - INFO - Epoch(train) [18][ 4700/15807] lr: 2.2704e-05 eta: 6:21:51 time: 0.5342 data_time: 0.0016 memory: 12269 loss: 0.1128 loss_ctc: 0.1128 2022/12/29 10:46:33 - mmengine - INFO - Epoch(train) [18][ 4800/15807] lr: 2.2629e-05 eta: 6:20:57 time: 0.5398 data_time: 0.0022 memory: 12269 loss: 0.1293 loss_ctc: 0.1293 2022/12/29 10:47:27 - mmengine - INFO - Epoch(train) [18][ 4900/15807] lr: 2.2554e-05 eta: 6:20:03 time: 0.5626 data_time: 0.0027 memory: 12269 loss: 0.0907 loss_ctc: 0.0907 2022/12/29 10:48:20 - mmengine - INFO - Epoch(train) [18][ 5000/15807] lr: 2.2479e-05 eta: 6:19:10 time: 0.5389 data_time: 0.0017 memory: 12269 loss: 0.0866 loss_ctc: 0.0866 2022/12/29 10:49:13 - mmengine - INFO - Epoch(train) [18][ 5100/15807] lr: 2.2405e-05 eta: 6:18:16 time: 0.5420 data_time: 0.0015 memory: 12269 loss: 0.0969 loss_ctc: 0.0969 2022/12/29 10:50:06 - mmengine - INFO - Epoch(train) [18][ 5200/15807] lr: 2.2330e-05 eta: 6:17:22 time: 0.5254 data_time: 0.0028 memory: 12269 loss: 0.0824 loss_ctc: 0.0824 2022/12/29 10:50:49 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:50:59 - mmengine - INFO - Epoch(train) [18][ 5300/15807] lr: 2.2255e-05 eta: 6:16:29 time: 0.5225 data_time: 0.0030 memory: 12269 loss: 0.1072 loss_ctc: 0.1072 2022/12/29 10:51:51 - mmengine - INFO - Epoch(train) [18][ 5400/15807] lr: 2.2181e-05 eta: 6:15:35 time: 0.5023 data_time: 0.0015 memory: 12269 loss: 0.0962 loss_ctc: 0.0962 2022/12/29 10:52:45 - mmengine - INFO - Epoch(train) [18][ 5500/15807] lr: 2.2107e-05 eta: 6:14:41 time: 0.5542 data_time: 0.0021 memory: 12269 loss: 0.0914 loss_ctc: 0.0914 2022/12/29 10:53:37 - mmengine - INFO - Epoch(train) [18][ 5600/15807] lr: 2.2033e-05 eta: 6:13:47 time: 0.5441 data_time: 0.0020 memory: 12269 loss: 0.0697 loss_ctc: 0.0697 2022/12/29 10:54:30 - mmengine - INFO - Epoch(train) [18][ 5700/15807] lr: 2.1958e-05 eta: 6:12:53 time: 0.5448 data_time: 0.0023 memory: 12269 loss: 0.0947 loss_ctc: 0.0947 2022/12/29 10:55:24 - mmengine - INFO - Epoch(train) [18][ 5800/15807] lr: 2.1884e-05 eta: 6:12:00 time: 0.5540 data_time: 0.0016 memory: 12269 loss: 0.1084 loss_ctc: 0.1084 2022/12/29 10:56:16 - mmengine - INFO - Epoch(train) [18][ 5900/15807] lr: 2.1811e-05 eta: 6:11:06 time: 0.5596 data_time: 0.0017 memory: 12269 loss: 0.0804 loss_ctc: 0.0804 2022/12/29 10:57:09 - mmengine - INFO - Epoch(train) [18][ 6000/15807] lr: 2.1737e-05 eta: 6:10:12 time: 0.4923 data_time: 0.0049 memory: 12269 loss: 0.1131 loss_ctc: 0.1131 2022/12/29 10:58:03 - mmengine - INFO - Epoch(train) [18][ 6100/15807] lr: 2.1663e-05 eta: 6:09:19 time: 0.5441 data_time: 0.0016 memory: 12269 loss: 0.1270 loss_ctc: 0.1270 2022/12/29 10:58:55 - mmengine - INFO - Epoch(train) [18][ 6200/15807] lr: 2.1590e-05 eta: 6:08:25 time: 0.5102 data_time: 0.0018 memory: 12269 loss: 0.0808 loss_ctc: 0.0808 2022/12/29 10:59:39 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 10:59:48 - mmengine - INFO - Epoch(train) [18][ 6300/15807] lr: 2.1516e-05 eta: 6:07:31 time: 0.5144 data_time: 0.0018 memory: 12269 loss: 0.0964 loss_ctc: 0.0964 2022/12/29 11:00:42 - mmengine - INFO - Epoch(train) [18][ 6400/15807] lr: 2.1443e-05 eta: 6:06:38 time: 0.5638 data_time: 0.0015 memory: 12269 loss: 0.0887 loss_ctc: 0.0887 2022/12/29 11:01:36 - mmengine - INFO - Epoch(train) [18][ 6500/15807] lr: 2.1370e-05 eta: 6:05:44 time: 0.5096 data_time: 0.0033 memory: 12269 loss: 0.1007 loss_ctc: 0.1007 2022/12/29 11:02:28 - mmengine - INFO - Epoch(train) [18][ 6600/15807] lr: 2.1297e-05 eta: 6:04:50 time: 0.5139 data_time: 0.0017 memory: 12269 loss: 0.0967 loss_ctc: 0.0967 2022/12/29 11:03:22 - mmengine - INFO - Epoch(train) [18][ 6700/15807] lr: 2.1224e-05 eta: 6:03:56 time: 0.5046 data_time: 0.0016 memory: 12269 loss: 0.1039 loss_ctc: 0.1039 2022/12/29 11:04:15 - mmengine - INFO - Epoch(train) [18][ 6800/15807] lr: 2.1151e-05 eta: 6:03:03 time: 0.5728 data_time: 0.0059 memory: 12269 loss: 0.1093 loss_ctc: 0.1093 2022/12/29 11:05:09 - mmengine - INFO - Epoch(train) [18][ 6900/15807] lr: 2.1078e-05 eta: 6:02:09 time: 0.5295 data_time: 0.0017 memory: 12269 loss: 0.0966 loss_ctc: 0.0966 2022/12/29 11:06:01 - mmengine - INFO - Epoch(train) [18][ 7000/15807] lr: 2.1006e-05 eta: 6:01:15 time: 0.5359 data_time: 0.0030 memory: 12269 loss: 0.0901 loss_ctc: 0.0901 2022/12/29 11:06:55 - mmengine - INFO - Epoch(train) [18][ 7100/15807] lr: 2.0933e-05 eta: 6:00:22 time: 0.5797 data_time: 0.0021 memory: 12269 loss: 0.1177 loss_ctc: 0.1177 2022/12/29 11:07:47 - mmengine - INFO - Epoch(train) [18][ 7200/15807] lr: 2.0861e-05 eta: 5:59:28 time: 0.4918 data_time: 0.0016 memory: 12269 loss: 0.0968 loss_ctc: 0.0968 2022/12/29 11:08:30 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 11:08:40 - mmengine - INFO - Epoch(train) [18][ 7300/15807] lr: 2.0789e-05 eta: 5:58:34 time: 0.5229 data_time: 0.0017 memory: 12269 loss: 0.1095 loss_ctc: 0.1095 2022/12/29 11:09:34 - mmengine - INFO - Epoch(train) [18][ 7400/15807] lr: 2.0716e-05 eta: 5:57:41 time: 0.5484 data_time: 0.0015 memory: 12269 loss: 0.1002 loss_ctc: 0.1002 2022/12/29 11:10:28 - mmengine - INFO - Epoch(train) [18][ 7500/15807] lr: 2.0644e-05 eta: 5:56:47 time: 0.5547 data_time: 0.0019 memory: 12269 loss: 0.0727 loss_ctc: 0.0727 2022/12/29 11:11:20 - mmengine - INFO - Epoch(train) [18][ 7600/15807] lr: 2.0572e-05 eta: 5:55:53 time: 0.5455 data_time: 0.0040 memory: 12269 loss: 0.0933 loss_ctc: 0.0933 2022/12/29 11:12:13 - mmengine - INFO - Epoch(train) [18][ 7700/15807] lr: 2.0501e-05 eta: 5:54:59 time: 0.4972 data_time: 0.0017 memory: 12269 loss: 0.0878 loss_ctc: 0.0878 2022/12/29 11:13:06 - mmengine - INFO - Epoch(train) [18][ 7800/15807] lr: 2.0429e-05 eta: 5:54:06 time: 0.5416 data_time: 0.0016 memory: 12269 loss: 0.1130 loss_ctc: 0.1130 2022/12/29 11:14:00 - mmengine - INFO - Epoch(train) [18][ 7900/15807] lr: 2.0357e-05 eta: 5:53:12 time: 0.5198 data_time: 0.0020 memory: 12269 loss: 0.0916 loss_ctc: 0.0916 2022/12/29 11:14:52 - mmengine - INFO - Epoch(train) [18][ 8000/15807] lr: 2.0286e-05 eta: 5:52:18 time: 0.5213 data_time: 0.0017 memory: 12269 loss: 0.0830 loss_ctc: 0.0830 2022/12/29 11:15:47 - mmengine - INFO - Epoch(train) [18][ 8100/15807] lr: 2.0215e-05 eta: 5:51:25 time: 0.5829 data_time: 0.0016 memory: 12269 loss: 0.0790 loss_ctc: 0.0790 2022/12/29 11:16:39 - mmengine - INFO - Epoch(train) [18][ 8200/15807] lr: 2.0143e-05 eta: 5:50:31 time: 0.5268 data_time: 0.0039 memory: 12269 loss: 0.0835 loss_ctc: 0.0835 2022/12/29 11:17:23 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 11:17:33 - mmengine - INFO - Epoch(train) [18][ 8300/15807] lr: 2.0072e-05 eta: 5:49:37 time: 0.5721 data_time: 0.0046 memory: 12269 loss: 0.1245 loss_ctc: 0.1245 2022/12/29 11:18:25 - mmengine - INFO - Epoch(train) [18][ 8400/15807] lr: 2.0001e-05 eta: 5:48:44 time: 0.5343 data_time: 0.0025 memory: 12269 loss: 0.0939 loss_ctc: 0.0939 2022/12/29 11:19:19 - mmengine - INFO - Epoch(train) [18][ 8500/15807] lr: 1.9930e-05 eta: 5:47:50 time: 0.4971 data_time: 0.0015 memory: 12269 loss: 0.1010 loss_ctc: 0.1010 2022/12/29 11:20:13 - mmengine - INFO - Epoch(train) [18][ 8600/15807] lr: 1.9860e-05 eta: 5:46:56 time: 0.5504 data_time: 0.0017 memory: 12269 loss: 0.0795 loss_ctc: 0.0795 2022/12/29 11:21:06 - mmengine - INFO - Epoch(train) [18][ 8700/15807] lr: 1.9789e-05 eta: 5:46:03 time: 0.5109 data_time: 0.0017 memory: 12269 loss: 0.0867 loss_ctc: 0.0867 2022/12/29 11:21:59 - mmengine - INFO - Epoch(train) [18][ 8800/15807] lr: 1.9718e-05 eta: 5:45:09 time: 0.5252 data_time: 0.0016 memory: 12269 loss: 0.0934 loss_ctc: 0.0934 2022/12/29 11:22:52 - mmengine - INFO - Epoch(train) [18][ 8900/15807] lr: 1.9648e-05 eta: 5:44:15 time: 0.5193 data_time: 0.0044 memory: 12269 loss: 0.0947 loss_ctc: 0.0947 2022/12/29 11:23:45 - mmengine - INFO - Epoch(train) [18][ 9000/15807] lr: 1.9578e-05 eta: 5:43:22 time: 0.5129 data_time: 0.0017 memory: 12269 loss: 0.0803 loss_ctc: 0.0803 2022/12/29 11:24:39 - mmengine - INFO - Epoch(train) [18][ 9100/15807] lr: 1.9507e-05 eta: 5:42:28 time: 0.5546 data_time: 0.0015 memory: 12269 loss: 0.1014 loss_ctc: 0.1014 2022/12/29 11:25:31 - mmengine - INFO - Epoch(train) [18][ 9200/15807] lr: 1.9437e-05 eta: 5:41:34 time: 0.5179 data_time: 0.0039 memory: 12269 loss: 0.0676 loss_ctc: 0.0676 2022/12/29 11:26:13 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 11:26:24 - mmengine - INFO - Epoch(train) [18][ 9300/15807] lr: 1.9367e-05 eta: 5:40:40 time: 0.5659 data_time: 0.0015 memory: 12269 loss: 0.1225 loss_ctc: 0.1225 2022/12/29 11:27:17 - mmengine - INFO - Epoch(train) [18][ 9400/15807] lr: 1.9298e-05 eta: 5:39:47 time: 0.5567 data_time: 0.0017 memory: 12269 loss: 0.0819 loss_ctc: 0.0819 2022/12/29 11:28:11 - mmengine - INFO - Epoch(train) [18][ 9500/15807] lr: 1.9228e-05 eta: 5:38:53 time: 0.5433 data_time: 0.0023 memory: 12269 loss: 0.0808 loss_ctc: 0.0808 2022/12/29 11:29:04 - mmengine - INFO - Epoch(train) [18][ 9600/15807] lr: 1.9158e-05 eta: 5:37:59 time: 0.5558 data_time: 0.0016 memory: 12269 loss: 0.0723 loss_ctc: 0.0723 2022/12/29 11:29:57 - mmengine - INFO - Epoch(train) [18][ 9700/15807] lr: 1.9089e-05 eta: 5:37:06 time: 0.5255 data_time: 0.0014 memory: 12269 loss: 0.0872 loss_ctc: 0.0872 2022/12/29 11:30:50 - mmengine - INFO - Epoch(train) [18][ 9800/15807] lr: 1.9019e-05 eta: 5:36:12 time: 0.5152 data_time: 0.0019 memory: 12269 loss: 0.0959 loss_ctc: 0.0959 2022/12/29 11:31:44 - mmengine - INFO - Epoch(train) [18][ 9900/15807] lr: 1.8950e-05 eta: 5:35:18 time: 0.5323 data_time: 0.0019 memory: 12269 loss: 0.1213 loss_ctc: 0.1213 2022/12/29 11:32:37 - mmengine - INFO - Epoch(train) [18][10000/15807] lr: 1.8881e-05 eta: 5:34:25 time: 0.5160 data_time: 0.0016 memory: 12269 loss: 0.0808 loss_ctc: 0.0808 2022/12/29 11:33:31 - mmengine - INFO - Epoch(train) [18][10100/15807] lr: 1.8812e-05 eta: 5:33:31 time: 0.5198 data_time: 0.0041 memory: 12269 loss: 0.1042 loss_ctc: 0.1042 2022/12/29 11:34:23 - mmengine - INFO - Epoch(train) [18][10200/15807] lr: 1.8743e-05 eta: 5:32:37 time: 0.5028 data_time: 0.0017 memory: 12269 loss: 0.1042 loss_ctc: 0.1042 2022/12/29 11:35:06 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 11:35:16 - mmengine - INFO - Epoch(train) [18][10300/15807] lr: 1.8674e-05 eta: 5:31:43 time: 0.5355 data_time: 0.0016 memory: 12269 loss: 0.0954 loss_ctc: 0.0954 2022/12/29 11:36:09 - mmengine - INFO - Epoch(train) [18][10400/15807] lr: 1.8605e-05 eta: 5:30:50 time: 0.5041 data_time: 0.0017 memory: 12269 loss: 0.0867 loss_ctc: 0.0867 2022/12/29 11:37:02 - mmengine - INFO - Epoch(train) [18][10500/15807] lr: 1.8537e-05 eta: 5:29:56 time: 0.5172 data_time: 0.0024 memory: 12269 loss: 0.0879 loss_ctc: 0.0879 2022/12/29 11:37:56 - mmengine - INFO - Epoch(train) [18][10600/15807] lr: 1.8468e-05 eta: 5:29:02 time: 0.4964 data_time: 0.0020 memory: 12269 loss: 0.0973 loss_ctc: 0.0973 2022/12/29 11:38:50 - mmengine - INFO - Epoch(train) [18][10700/15807] lr: 1.8400e-05 eta: 5:28:09 time: 0.4920 data_time: 0.0036 memory: 12269 loss: 0.0682 loss_ctc: 0.0682 2022/12/29 11:39:43 - mmengine - INFO - Epoch(train) [18][10800/15807] lr: 1.8332e-05 eta: 5:27:15 time: 0.5001 data_time: 0.0018 memory: 12269 loss: 0.0967 loss_ctc: 0.0967 2022/12/29 11:40:36 - mmengine - INFO - Epoch(train) [18][10900/15807] lr: 1.8264e-05 eta: 5:26:22 time: 0.5235 data_time: 0.0033 memory: 12269 loss: 0.0918 loss_ctc: 0.0918 2022/12/29 11:41:30 - mmengine - INFO - Epoch(train) [18][11000/15807] lr: 1.8196e-05 eta: 5:25:28 time: 0.5367 data_time: 0.0020 memory: 12269 loss: 0.0884 loss_ctc: 0.0884 2022/12/29 11:42:23 - mmengine - INFO - Epoch(train) [18][11100/15807] lr: 1.8128e-05 eta: 5:24:34 time: 0.5297 data_time: 0.0018 memory: 12269 loss: 0.0822 loss_ctc: 0.0822 2022/12/29 11:43:17 - mmengine - INFO - Epoch(train) [18][11200/15807] lr: 1.8060e-05 eta: 5:23:41 time: 0.5576 data_time: 0.0017 memory: 12269 loss: 0.0882 loss_ctc: 0.0882 2022/12/29 11:44:01 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 11:44:11 - mmengine - INFO - Epoch(train) [18][11300/15807] lr: 1.7992e-05 eta: 5:22:47 time: 0.5594 data_time: 0.0033 memory: 12269 loss: 0.1053 loss_ctc: 0.1053 2022/12/29 11:45:05 - mmengine - INFO - Epoch(train) [18][11400/15807] lr: 1.7925e-05 eta: 5:21:54 time: 0.5871 data_time: 0.0017 memory: 12269 loss: 0.0830 loss_ctc: 0.0830 2022/12/29 11:45:59 - mmengine - INFO - Epoch(train) [18][11500/15807] lr: 1.7857e-05 eta: 5:21:00 time: 0.5561 data_time: 0.0016 memory: 12269 loss: 0.1112 loss_ctc: 0.1112 2022/12/29 11:46:52 - mmengine - INFO - Epoch(train) [18][11600/15807] lr: 1.7790e-05 eta: 5:20:06 time: 0.5503 data_time: 0.0016 memory: 12269 loss: 0.0913 loss_ctc: 0.0913 2022/12/29 11:47:44 - mmengine - INFO - Epoch(train) [18][11700/15807] lr: 1.7723e-05 eta: 5:19:12 time: 0.5512 data_time: 0.0028 memory: 12269 loss: 0.0886 loss_ctc: 0.0886 2022/12/29 11:48:38 - mmengine - INFO - Epoch(train) [18][11800/15807] lr: 1.7656e-05 eta: 5:18:19 time: 0.5353 data_time: 0.0015 memory: 12269 loss: 0.1081 loss_ctc: 0.1081 2022/12/29 11:49:30 - mmengine - INFO - Epoch(train) [18][11900/15807] lr: 1.7589e-05 eta: 5:17:25 time: 0.5390 data_time: 0.0016 memory: 12269 loss: 0.0914 loss_ctc: 0.0914 2022/12/29 11:50:24 - mmengine - INFO - Epoch(train) [18][12000/15807] lr: 1.7522e-05 eta: 5:16:31 time: 0.5305 data_time: 0.0020 memory: 12269 loss: 0.1131 loss_ctc: 0.1131 2022/12/29 11:51:17 - mmengine - INFO - Epoch(train) [18][12100/15807] lr: 1.7455e-05 eta: 5:15:38 time: 0.5009 data_time: 0.0015 memory: 12269 loss: 0.0805 loss_ctc: 0.0805 2022/12/29 11:52:10 - mmengine - INFO - Epoch(train) [18][12200/15807] lr: 1.7389e-05 eta: 5:14:44 time: 0.5710 data_time: 0.0026 memory: 12269 loss: 0.0942 loss_ctc: 0.0942 2022/12/29 11:52:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 11:53:02 - mmengine - INFO - Epoch(train) [18][12300/15807] lr: 1.7322e-05 eta: 5:13:50 time: 0.4986 data_time: 0.0015 memory: 12269 loss: 0.0852 loss_ctc: 0.0852 2022/12/29 11:53:54 - mmengine - INFO - Epoch(train) [18][12400/15807] lr: 1.7256e-05 eta: 5:12:56 time: 0.5303 data_time: 0.0015 memory: 12269 loss: 0.1097 loss_ctc: 0.1097 2022/12/29 11:54:48 - mmengine - INFO - Epoch(train) [18][12500/15807] lr: 1.7190e-05 eta: 5:12:03 time: 0.5145 data_time: 0.0015 memory: 12269 loss: 0.0660 loss_ctc: 0.0660 2022/12/29 11:55:41 - mmengine - INFO - Epoch(train) [18][12600/15807] lr: 1.7124e-05 eta: 5:11:09 time: 0.5769 data_time: 0.0037 memory: 12269 loss: 0.0772 loss_ctc: 0.0772 2022/12/29 11:56:34 - mmengine - INFO - Epoch(train) [18][12700/15807] lr: 1.7058e-05 eta: 5:10:15 time: 0.5195 data_time: 0.0015 memory: 12269 loss: 0.0821 loss_ctc: 0.0821 2022/12/29 11:57:27 - mmengine - INFO - Epoch(train) [18][12800/15807] lr: 1.6992e-05 eta: 5:09:22 time: 0.5174 data_time: 0.0018 memory: 12269 loss: 0.0896 loss_ctc: 0.0896 2022/12/29 11:58:20 - mmengine - INFO - Epoch(train) [18][12900/15807] lr: 1.6926e-05 eta: 5:08:28 time: 0.5498 data_time: 0.0016 memory: 12269 loss: 0.0840 loss_ctc: 0.0840 2022/12/29 11:59:13 - mmengine - INFO - Epoch(train) [18][13000/15807] lr: 1.6860e-05 eta: 5:07:34 time: 0.5183 data_time: 0.0017 memory: 12269 loss: 0.0786 loss_ctc: 0.0786 2022/12/29 12:00:06 - mmengine - INFO - Epoch(train) [18][13100/15807] lr: 1.6795e-05 eta: 5:06:41 time: 0.4912 data_time: 0.0028 memory: 12269 loss: 0.0735 loss_ctc: 0.0735 2022/12/29 12:01:00 - mmengine - INFO - Epoch(train) [18][13200/15807] lr: 1.6730e-05 eta: 5:05:47 time: 0.5138 data_time: 0.0017 memory: 12269 loss: 0.1035 loss_ctc: 0.1035 2022/12/29 12:01:43 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:01:53 - mmengine - INFO - Epoch(train) [18][13300/15807] lr: 1.6664e-05 eta: 5:04:53 time: 0.5625 data_time: 0.0015 memory: 12269 loss: 0.0968 loss_ctc: 0.0968 2022/12/29 12:02:47 - mmengine - INFO - Epoch(train) [18][13400/15807] lr: 1.6599e-05 eta: 5:04:00 time: 0.5380 data_time: 0.0018 memory: 12269 loss: 0.1190 loss_ctc: 0.1190 2022/12/29 12:03:39 - mmengine - INFO - Epoch(train) [18][13500/15807] lr: 1.6534e-05 eta: 5:03:06 time: 0.4983 data_time: 0.0018 memory: 12269 loss: 0.0827 loss_ctc: 0.0827 2022/12/29 12:04:33 - mmengine - INFO - Epoch(train) [18][13600/15807] lr: 1.6469e-05 eta: 5:02:12 time: 0.5547 data_time: 0.0017 memory: 12269 loss: 0.0863 loss_ctc: 0.0863 2022/12/29 12:05:27 - mmengine - INFO - Epoch(train) [18][13700/15807] lr: 1.6404e-05 eta: 5:01:19 time: 0.5421 data_time: 0.0021 memory: 12269 loss: 0.0812 loss_ctc: 0.0812 2022/12/29 12:06:20 - mmengine - INFO - Epoch(train) [18][13800/15807] lr: 1.6340e-05 eta: 5:00:25 time: 0.5569 data_time: 0.0015 memory: 12269 loss: 0.0794 loss_ctc: 0.0794 2022/12/29 12:07:13 - mmengine - INFO - Epoch(train) [18][13900/15807] lr: 1.6275e-05 eta: 4:59:31 time: 0.4955 data_time: 0.0018 memory: 12269 loss: 0.1379 loss_ctc: 0.1379 2022/12/29 12:08:06 - mmengine - INFO - Epoch(train) [18][14000/15807] lr: 1.6211e-05 eta: 4:58:38 time: 0.5154 data_time: 0.0015 memory: 12269 loss: 0.0804 loss_ctc: 0.0804 2022/12/29 12:08:59 - mmengine - INFO - Epoch(train) [18][14100/15807] lr: 1.6146e-05 eta: 4:57:44 time: 0.5311 data_time: 0.0015 memory: 12269 loss: 0.1009 loss_ctc: 0.1009 2022/12/29 12:09:52 - mmengine - INFO - Epoch(train) [18][14200/15807] lr: 1.6082e-05 eta: 4:56:50 time: 0.5325 data_time: 0.0018 memory: 12269 loss: 0.0763 loss_ctc: 0.0763 2022/12/29 12:10:35 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:10:45 - mmengine - INFO - Epoch(train) [18][14300/15807] lr: 1.6018e-05 eta: 4:55:57 time: 0.4937 data_time: 0.0015 memory: 12269 loss: 0.0952 loss_ctc: 0.0952 2022/12/29 12:11:37 - mmengine - INFO - Epoch(train) [18][14400/15807] lr: 1.5954e-05 eta: 4:55:03 time: 0.5686 data_time: 0.0022 memory: 12269 loss: 0.0815 loss_ctc: 0.0815 2022/12/29 12:12:31 - mmengine - INFO - Epoch(train) [18][14500/15807] lr: 1.5890e-05 eta: 4:54:09 time: 0.5095 data_time: 0.0047 memory: 12269 loss: 0.0837 loss_ctc: 0.0837 2022/12/29 12:13:24 - mmengine - INFO - Epoch(train) [18][14600/15807] lr: 1.5826e-05 eta: 4:53:16 time: 0.5518 data_time: 0.0016 memory: 12269 loss: 0.0853 loss_ctc: 0.0853 2022/12/29 12:14:17 - mmengine - INFO - Epoch(train) [18][14700/15807] lr: 1.5763e-05 eta: 4:52:22 time: 0.5088 data_time: 0.0017 memory: 12269 loss: 0.1014 loss_ctc: 0.1014 2022/12/29 12:15:10 - mmengine - INFO - Epoch(train) [18][14800/15807] lr: 1.5699e-05 eta: 4:51:28 time: 0.5734 data_time: 0.0018 memory: 12269 loss: 0.0885 loss_ctc: 0.0885 2022/12/29 12:16:04 - mmengine - INFO - Epoch(train) [18][14900/15807] lr: 1.5636e-05 eta: 4:50:35 time: 0.5258 data_time: 0.0021 memory: 12269 loss: 0.0894 loss_ctc: 0.0894 2022/12/29 12:16:57 - mmengine - INFO - Epoch(train) [18][15000/15807] lr: 1.5573e-05 eta: 4:49:41 time: 0.5178 data_time: 0.0017 memory: 12269 loss: 0.0854 loss_ctc: 0.0854 2022/12/29 12:17:49 - mmengine - INFO - Epoch(train) [18][15100/15807] lr: 1.5509e-05 eta: 4:48:47 time: 0.5282 data_time: 0.0016 memory: 12269 loss: 0.0965 loss_ctc: 0.0965 2022/12/29 12:18:41 - mmengine - INFO - Epoch(train) [18][15200/15807] lr: 1.5446e-05 eta: 4:47:53 time: 0.4969 data_time: 0.0043 memory: 12269 loss: 0.0800 loss_ctc: 0.0800 2022/12/29 12:19:25 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:19:35 - mmengine - INFO - Epoch(train) [18][15300/15807] lr: 1.5383e-05 eta: 4:47:00 time: 0.5372 data_time: 0.0017 memory: 12269 loss: 0.1011 loss_ctc: 0.1011 2022/12/29 12:20:28 - mmengine - INFO - Epoch(train) [18][15400/15807] lr: 1.5321e-05 eta: 4:46:06 time: 0.5217 data_time: 0.0029 memory: 12269 loss: 0.0923 loss_ctc: 0.0923 2022/12/29 12:21:21 - mmengine - INFO - Epoch(train) [18][15500/15807] lr: 1.5258e-05 eta: 4:45:12 time: 0.5401 data_time: 0.0037 memory: 12269 loss: 0.0684 loss_ctc: 0.0684 2022/12/29 12:22:15 - mmengine - INFO - Epoch(train) [18][15600/15807] lr: 1.5195e-05 eta: 4:44:19 time: 0.5516 data_time: 0.0018 memory: 12269 loss: 0.0760 loss_ctc: 0.0760 2022/12/29 12:23:08 - mmengine - INFO - Epoch(train) [18][15700/15807] lr: 1.5133e-05 eta: 4:43:25 time: 0.5043 data_time: 0.0023 memory: 12269 loss: 0.0890 loss_ctc: 0.0890 2022/12/29 12:23:59 - mmengine - INFO - Epoch(train) [18][15800/15807] lr: 1.5071e-05 eta: 4:42:31 time: 0.4734 data_time: 0.0023 memory: 12269 loss: 0.0913 loss_ctc: 0.0913 2022/12/29 12:24:02 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:24:02 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/12/29 12:24:09 - mmengine - INFO - Epoch(val) [18][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.8889 CUTE80/recog/word_acc_ignore_case_symbol: 0.8889 IIIT5K/recog/word_acc: 0.0650 IIIT5K/recog/word_acc_ignore_case: 0.8603 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8603 SVT/recog/word_acc: 0.8887 SVT/recog/word_acc_ignore_case: 0.8887 SVT/recog/word_acc_ignore_case_symbol: 0.8887 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8558 SVTP/recog/word_acc_ignore_case_symbol: 0.8558 IC13/recog/word_acc: 0.2906 IC13/recog/word_acc_ignore_case: 0.9389 IC13/recog/word_acc_ignore_case_symbol: 0.9389 IC15/recog/word_acc: 0.1160 IC15/recog/word_acc_ignore_case: 0.7304 IC15/recog/word_acc_ignore_case_symbol: 0.7366 CUTE80/recog/char_recall: 0.9674 CUTE80/recog/char_precision: 0.9472 IIIT5K/recog/char_recall: 0.9922 IIIT5K/recog/char_precision: 0.9142 SVT/recog/char_recall: 0.9776 SVT/recog/char_precision: 0.9616 SVTP/recog/char_recall: 0.9464 SVTP/recog/char_precision: 0.9580 IC13/recog/char_recall: 0.9891 IC13/recog/char_precision: 0.9746 IC15/recog/char_recall: 0.9318 IC15/recog/char_precision: 0.8884 2022/12/29 12:25:08 - mmengine - INFO - Epoch(train) [19][ 100/15807] lr: 1.5004e-05 eta: 4:41:34 time: 0.5652 data_time: 0.0016 memory: 12269 loss: 0.1062 loss_ctc: 0.1062 2022/12/29 12:26:01 - mmengine - INFO - Epoch(train) [19][ 200/15807] lr: 1.4942e-05 eta: 4:40:41 time: 0.4970 data_time: 0.0033 memory: 12269 loss: 0.0959 loss_ctc: 0.0959 2022/12/29 12:26:55 - mmengine - INFO - Epoch(train) [19][ 300/15807] lr: 1.4880e-05 eta: 4:39:47 time: 0.5208 data_time: 0.0015 memory: 12269 loss: 0.1013 loss_ctc: 0.1013 2022/12/29 12:27:48 - mmengine - INFO - Epoch(train) [19][ 400/15807] lr: 1.4818e-05 eta: 4:38:53 time: 0.5613 data_time: 0.0019 memory: 12269 loss: 0.0963 loss_ctc: 0.0963 2022/12/29 12:28:28 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:28:42 - mmengine - INFO - Epoch(train) [19][ 500/15807] lr: 1.4757e-05 eta: 4:38:00 time: 0.5645 data_time: 0.0034 memory: 12269 loss: 0.0846 loss_ctc: 0.0846 2022/12/29 12:29:35 - mmengine - INFO - Epoch(train) [19][ 600/15807] lr: 1.4695e-05 eta: 4:37:06 time: 0.5336 data_time: 0.0018 memory: 12269 loss: 0.1048 loss_ctc: 0.1048 2022/12/29 12:30:28 - mmengine - INFO - Epoch(train) [19][ 700/15807] lr: 1.4634e-05 eta: 4:36:12 time: 0.5464 data_time: 0.0017 memory: 12269 loss: 0.0890 loss_ctc: 0.0890 2022/12/29 12:31:21 - mmengine - INFO - Epoch(train) [19][ 800/15807] lr: 1.4572e-05 eta: 4:35:19 time: 0.5414 data_time: 0.0022 memory: 12269 loss: 0.0975 loss_ctc: 0.0975 2022/12/29 12:32:16 - mmengine - INFO - Epoch(train) [19][ 900/15807] lr: 1.4511e-05 eta: 4:34:25 time: 0.5080 data_time: 0.0017 memory: 12269 loss: 0.1021 loss_ctc: 0.1021 2022/12/29 12:33:08 - mmengine - INFO - Epoch(train) [19][ 1000/15807] lr: 1.4450e-05 eta: 4:33:32 time: 0.5165 data_time: 0.0016 memory: 12269 loss: 0.0826 loss_ctc: 0.0826 2022/12/29 12:34:02 - mmengine - INFO - Epoch(train) [19][ 1100/15807] lr: 1.4389e-05 eta: 4:32:38 time: 0.5249 data_time: 0.0016 memory: 12269 loss: 0.0796 loss_ctc: 0.0796 2022/12/29 12:34:55 - mmengine - INFO - Epoch(train) [19][ 1200/15807] lr: 1.4328e-05 eta: 4:31:44 time: 0.5139 data_time: 0.0039 memory: 12269 loss: 0.0888 loss_ctc: 0.0888 2022/12/29 12:35:48 - mmengine - INFO - Epoch(train) [19][ 1300/15807] lr: 1.4268e-05 eta: 4:30:51 time: 0.5258 data_time: 0.0017 memory: 12269 loss: 0.1049 loss_ctc: 0.1049 2022/12/29 12:36:42 - mmengine - INFO - Epoch(train) [19][ 1400/15807] lr: 1.4207e-05 eta: 4:29:57 time: 0.5289 data_time: 0.0037 memory: 12269 loss: 0.1131 loss_ctc: 0.1131 2022/12/29 12:37:22 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:37:35 - mmengine - INFO - Epoch(train) [19][ 1500/15807] lr: 1.4146e-05 eta: 4:29:03 time: 0.4934 data_time: 0.0017 memory: 12269 loss: 0.0918 loss_ctc: 0.0918 2022/12/29 12:38:29 - mmengine - INFO - Epoch(train) [19][ 1600/15807] lr: 1.4086e-05 eta: 4:28:10 time: 0.5591 data_time: 0.0017 memory: 12269 loss: 0.1023 loss_ctc: 0.1023 2022/12/29 12:39:22 - mmengine - INFO - Epoch(train) [19][ 1700/15807] lr: 1.4026e-05 eta: 4:27:16 time: 0.5293 data_time: 0.0029 memory: 12269 loss: 0.0884 loss_ctc: 0.0884 2022/12/29 12:40:15 - mmengine - INFO - Epoch(train) [19][ 1800/15807] lr: 1.3966e-05 eta: 4:26:22 time: 0.5216 data_time: 0.0014 memory: 12269 loss: 0.1123 loss_ctc: 0.1123 2022/12/29 12:41:09 - mmengine - INFO - Epoch(train) [19][ 1900/15807] lr: 1.3906e-05 eta: 4:25:29 time: 0.5497 data_time: 0.0014 memory: 12269 loss: 0.0763 loss_ctc: 0.0763 2022/12/29 12:42:02 - mmengine - INFO - Epoch(train) [19][ 2000/15807] lr: 1.3846e-05 eta: 4:24:35 time: 0.5504 data_time: 0.0016 memory: 12269 loss: 0.0798 loss_ctc: 0.0798 2022/12/29 12:42:56 - mmengine - INFO - Epoch(train) [19][ 2100/15807] lr: 1.3786e-05 eta: 4:23:42 time: 0.5161 data_time: 0.0015 memory: 12269 loss: 0.0699 loss_ctc: 0.0699 2022/12/29 12:43:49 - mmengine - INFO - Epoch(train) [19][ 2200/15807] lr: 1.3726e-05 eta: 4:22:48 time: 0.5105 data_time: 0.0044 memory: 12269 loss: 0.0904 loss_ctc: 0.0904 2022/12/29 12:44:43 - mmengine - INFO - Epoch(train) [19][ 2300/15807] lr: 1.3667e-05 eta: 4:21:54 time: 0.5594 data_time: 0.0019 memory: 12269 loss: 0.0828 loss_ctc: 0.0828 2022/12/29 12:45:36 - mmengine - INFO - Epoch(train) [19][ 2400/15807] lr: 1.3608e-05 eta: 4:21:01 time: 0.5088 data_time: 0.0017 memory: 12269 loss: 0.0771 loss_ctc: 0.0771 2022/12/29 12:46:16 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:46:30 - mmengine - INFO - Epoch(train) [19][ 2500/15807] lr: 1.3548e-05 eta: 4:20:07 time: 0.4900 data_time: 0.0015 memory: 12269 loss: 0.0827 loss_ctc: 0.0827 2022/12/29 12:47:23 - mmengine - INFO - Epoch(train) [19][ 2600/15807] lr: 1.3489e-05 eta: 4:19:13 time: 0.5056 data_time: 0.0031 memory: 12269 loss: 0.0907 loss_ctc: 0.0907 2022/12/29 12:48:16 - mmengine - INFO - Epoch(train) [19][ 2700/15807] lr: 1.3430e-05 eta: 4:18:20 time: 0.5144 data_time: 0.0021 memory: 12269 loss: 0.0924 loss_ctc: 0.0924 2022/12/29 12:49:09 - mmengine - INFO - Epoch(train) [19][ 2800/15807] lr: 1.3371e-05 eta: 4:17:26 time: 0.5472 data_time: 0.0018 memory: 12269 loss: 0.0721 loss_ctc: 0.0721 2022/12/29 12:50:02 - mmengine - INFO - Epoch(train) [19][ 2900/15807] lr: 1.3312e-05 eta: 4:16:32 time: 0.5599 data_time: 0.0018 memory: 12269 loss: 0.0743 loss_ctc: 0.0743 2022/12/29 12:50:55 - mmengine - INFO - Epoch(train) [19][ 3000/15807] lr: 1.3254e-05 eta: 4:15:39 time: 0.5335 data_time: 0.0018 memory: 12269 loss: 0.1006 loss_ctc: 0.1006 2022/12/29 12:51:48 - mmengine - INFO - Epoch(train) [19][ 3100/15807] lr: 1.3195e-05 eta: 4:14:45 time: 0.4930 data_time: 0.0018 memory: 12269 loss: 0.1107 loss_ctc: 0.1107 2022/12/29 12:52:42 - mmengine - INFO - Epoch(train) [19][ 3200/15807] lr: 1.3137e-05 eta: 4:13:52 time: 0.5989 data_time: 0.0016 memory: 12269 loss: 0.0959 loss_ctc: 0.0959 2022/12/29 12:53:34 - mmengine - INFO - Epoch(train) [19][ 3300/15807] lr: 1.3079e-05 eta: 4:12:58 time: 0.5140 data_time: 0.0015 memory: 12269 loss: 0.0866 loss_ctc: 0.0866 2022/12/29 12:54:28 - mmengine - INFO - Epoch(train) [19][ 3400/15807] lr: 1.3020e-05 eta: 4:12:04 time: 0.5309 data_time: 0.0016 memory: 12269 loss: 0.1048 loss_ctc: 0.1048 2022/12/29 12:55:08 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 12:55:21 - mmengine - INFO - Epoch(train) [19][ 3500/15807] lr: 1.2962e-05 eta: 4:11:11 time: 0.5149 data_time: 0.0017 memory: 12269 loss: 0.0964 loss_ctc: 0.0964 2022/12/29 12:56:15 - mmengine - INFO - Epoch(train) [19][ 3600/15807] lr: 1.2904e-05 eta: 4:10:17 time: 0.4895 data_time: 0.0017 memory: 12269 loss: 0.0994 loss_ctc: 0.0994 2022/12/29 12:57:08 - mmengine - INFO - Epoch(train) [19][ 3700/15807] lr: 1.2847e-05 eta: 4:09:23 time: 0.5370 data_time: 0.0015 memory: 12269 loss: 0.0798 loss_ctc: 0.0798 2022/12/29 12:58:00 - mmengine - INFO - Epoch(train) [19][ 3800/15807] lr: 1.2789e-05 eta: 4:08:30 time: 0.5187 data_time: 0.0016 memory: 12269 loss: 0.0867 loss_ctc: 0.0867 2022/12/29 12:58:54 - mmengine - INFO - Epoch(train) [19][ 3900/15807] lr: 1.2731e-05 eta: 4:07:36 time: 0.5431 data_time: 0.0017 memory: 12269 loss: 0.0818 loss_ctc: 0.0818 2022/12/29 12:59:47 - mmengine - INFO - Epoch(train) [19][ 4000/15807] lr: 1.2674e-05 eta: 4:06:42 time: 0.5085 data_time: 0.0016 memory: 12269 loss: 0.1201 loss_ctc: 0.1201 2022/12/29 13:00:40 - mmengine - INFO - Epoch(train) [19][ 4100/15807] lr: 1.2617e-05 eta: 4:05:49 time: 0.5168 data_time: 0.0018 memory: 12269 loss: 0.0712 loss_ctc: 0.0712 2022/12/29 13:01:34 - mmengine - INFO - Epoch(train) [19][ 4200/15807] lr: 1.2560e-05 eta: 4:04:55 time: 0.5411 data_time: 0.0021 memory: 12269 loss: 0.0799 loss_ctc: 0.0799 2022/12/29 13:02:27 - mmengine - INFO - Epoch(train) [19][ 4300/15807] lr: 1.2502e-05 eta: 4:04:01 time: 0.5283 data_time: 0.0056 memory: 12269 loss: 0.0941 loss_ctc: 0.0941 2022/12/29 13:03:21 - mmengine - INFO - Epoch(train) [19][ 4400/15807] lr: 1.2446e-05 eta: 4:03:08 time: 0.5959 data_time: 0.0019 memory: 12269 loss: 0.0823 loss_ctc: 0.0823 2022/12/29 13:04:00 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 13:04:14 - mmengine - INFO - Epoch(train) [19][ 4500/15807] lr: 1.2389e-05 eta: 4:02:14 time: 0.5348 data_time: 0.0016 memory: 12269 loss: 0.0971 loss_ctc: 0.0971 2022/12/29 13:05:07 - mmengine - INFO - Epoch(train) [19][ 4600/15807] lr: 1.2332e-05 eta: 4:01:20 time: 0.5283 data_time: 0.0017 memory: 12269 loss: 0.1001 loss_ctc: 0.1001 2022/12/29 13:06:00 - mmengine - INFO - Epoch(train) [19][ 4700/15807] lr: 1.2275e-05 eta: 4:00:27 time: 0.5144 data_time: 0.0073 memory: 12269 loss: 0.0940 loss_ctc: 0.0940 2022/12/29 13:06:52 - mmengine - INFO - Epoch(train) [19][ 4800/15807] lr: 1.2219e-05 eta: 3:59:33 time: 0.5239 data_time: 0.0031 memory: 12269 loss: 0.1096 loss_ctc: 0.1096 2022/12/29 13:07:46 - mmengine - INFO - Epoch(train) [19][ 4900/15807] lr: 1.2163e-05 eta: 3:58:39 time: 0.5277 data_time: 0.0015 memory: 12269 loss: 0.0916 loss_ctc: 0.0916 2022/12/29 13:08:40 - mmengine - INFO - Epoch(train) [19][ 5000/15807] lr: 1.2106e-05 eta: 3:57:46 time: 0.5239 data_time: 0.0017 memory: 12269 loss: 0.1107 loss_ctc: 0.1107 2022/12/29 13:09:33 - mmengine - INFO - Epoch(train) [19][ 5100/15807] lr: 1.2050e-05 eta: 3:56:52 time: 0.5213 data_time: 0.0038 memory: 12269 loss: 0.0802 loss_ctc: 0.0802 2022/12/29 13:10:27 - mmengine - INFO - Epoch(train) [19][ 5200/15807] lr: 1.1994e-05 eta: 3:55:59 time: 0.5240 data_time: 0.0019 memory: 12269 loss: 0.1046 loss_ctc: 0.1046 2022/12/29 13:11:20 - mmengine - INFO - Epoch(train) [19][ 5300/15807] lr: 1.1939e-05 eta: 3:55:05 time: 0.5065 data_time: 0.0016 memory: 12269 loss: 0.0827 loss_ctc: 0.0827 2022/12/29 13:12:13 - mmengine - INFO - Epoch(train) [19][ 5400/15807] lr: 1.1883e-05 eta: 3:54:11 time: 0.5722 data_time: 0.0022 memory: 12269 loss: 0.0586 loss_ctc: 0.0586 2022/12/29 13:12:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 13:13:06 - mmengine - INFO - Epoch(train) [19][ 5500/15807] lr: 1.1827e-05 eta: 3:53:18 time: 0.5195 data_time: 0.0016 memory: 12269 loss: 0.0879 loss_ctc: 0.0879 2022/12/29 13:14:00 - mmengine - INFO - Epoch(train) [19][ 5600/15807] lr: 1.1772e-05 eta: 3:52:24 time: 0.5632 data_time: 0.0016 memory: 12269 loss: 0.0697 loss_ctc: 0.0697 2022/12/29 13:14:53 - mmengine - INFO - Epoch(train) [19][ 5700/15807] lr: 1.1717e-05 eta: 3:51:30 time: 0.5697 data_time: 0.0070 memory: 12269 loss: 0.0499 loss_ctc: 0.0499 2022/12/29 13:15:47 - mmengine - INFO - Epoch(train) [19][ 5800/15807] lr: 1.1661e-05 eta: 3:50:37 time: 0.5077 data_time: 0.0017 memory: 12269 loss: 0.0906 loss_ctc: 0.0906 2022/12/29 13:16:40 - mmengine - INFO - Epoch(train) [19][ 5900/15807] lr: 1.1606e-05 eta: 3:49:43 time: 0.4936 data_time: 0.0016 memory: 12269 loss: 0.0733 loss_ctc: 0.0733 2022/12/29 13:17:34 - mmengine - INFO - Epoch(train) [19][ 6000/15807] lr: 1.1551e-05 eta: 3:48:50 time: 0.5365 data_time: 0.0016 memory: 12269 loss: 0.0992 loss_ctc: 0.0992 2022/12/29 13:18:27 - mmengine - INFO - Epoch(train) [19][ 6100/15807] lr: 1.1496e-05 eta: 3:47:56 time: 0.5038 data_time: 0.0017 memory: 12269 loss: 0.0936 loss_ctc: 0.0936 2022/12/29 13:19:20 - mmengine - INFO - Epoch(train) [19][ 6200/15807] lr: 1.1442e-05 eta: 3:47:02 time: 0.5432 data_time: 0.0016 memory: 12269 loss: 0.0792 loss_ctc: 0.0792 2022/12/29 13:20:13 - mmengine - INFO - Epoch(train) [19][ 6300/15807] lr: 1.1387e-05 eta: 3:46:09 time: 0.5118 data_time: 0.0029 memory: 12269 loss: 0.1084 loss_ctc: 0.1084 2022/12/29 13:21:06 - mmengine - INFO - Epoch(train) [19][ 6400/15807] lr: 1.1333e-05 eta: 3:45:15 time: 0.5074 data_time: 0.0018 memory: 12269 loss: 0.0761 loss_ctc: 0.0761 2022/12/29 13:21:46 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 13:22:00 - mmengine - INFO - Epoch(train) [19][ 6500/15807] lr: 1.1278e-05 eta: 3:44:21 time: 0.5418 data_time: 0.0030 memory: 12269 loss: 0.0954 loss_ctc: 0.0954 2022/12/29 13:22:53 - mmengine - INFO - Epoch(train) [19][ 6600/15807] lr: 1.1224e-05 eta: 3:43:28 time: 0.5405 data_time: 0.0046 memory: 12269 loss: 0.0980 loss_ctc: 0.0980 2022/12/29 13:23:48 - mmengine - INFO - Epoch(train) [19][ 6700/15807] lr: 1.1170e-05 eta: 3:42:34 time: 0.5809 data_time: 0.0019 memory: 12269 loss: 0.0922 loss_ctc: 0.0922 2022/12/29 13:24:42 - mmengine - INFO - Epoch(train) [19][ 6800/15807] lr: 1.1116e-05 eta: 3:41:41 time: 0.5237 data_time: 0.0017 memory: 12269 loss: 0.0993 loss_ctc: 0.0993 2022/12/29 13:25:36 - mmengine - INFO - Epoch(train) [19][ 6900/15807] lr: 1.1062e-05 eta: 3:40:47 time: 0.5639 data_time: 0.0019 memory: 12269 loss: 0.0860 loss_ctc: 0.0860 2022/12/29 13:26:28 - mmengine - INFO - Epoch(train) [19][ 7000/15807] lr: 1.1009e-05 eta: 3:39:53 time: 0.4945 data_time: 0.0015 memory: 12269 loss: 0.0809 loss_ctc: 0.0809 2022/12/29 13:27:22 - mmengine - INFO - Epoch(train) [19][ 7100/15807] lr: 1.0955e-05 eta: 3:39:00 time: 0.5429 data_time: 0.0044 memory: 12269 loss: 0.0722 loss_ctc: 0.0722 2022/12/29 13:28:15 - mmengine - INFO - Epoch(train) [19][ 7200/15807] lr: 1.0901e-05 eta: 3:38:06 time: 0.4858 data_time: 0.0015 memory: 12269 loss: 0.1052 loss_ctc: 0.1052 2022/12/29 13:29:08 - mmengine - INFO - Epoch(train) [19][ 7300/15807] lr: 1.0848e-05 eta: 3:37:12 time: 0.5524 data_time: 0.0018 memory: 12269 loss: 0.1015 loss_ctc: 0.1015 2022/12/29 13:30:01 - mmengine - INFO - Epoch(train) [19][ 7400/15807] lr: 1.0795e-05 eta: 3:36:19 time: 0.5281 data_time: 0.0014 memory: 12269 loss: 0.0914 loss_ctc: 0.0914 2022/12/29 13:30:40 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 13:30:54 - mmengine - INFO - Epoch(train) [19][ 7500/15807] lr: 1.0742e-05 eta: 3:35:25 time: 0.5368 data_time: 0.0016 memory: 12269 loss: 0.1227 loss_ctc: 0.1227 2022/12/29 13:31:47 - mmengine - INFO - Epoch(train) [19][ 7600/15807] lr: 1.0689e-05 eta: 3:34:32 time: 0.5208 data_time: 0.0023 memory: 12269 loss: 0.0623 loss_ctc: 0.0623 2022/12/29 13:32:40 - mmengine - INFO - Epoch(train) [19][ 7700/15807] lr: 1.0636e-05 eta: 3:33:38 time: 0.5437 data_time: 0.0015 memory: 12269 loss: 0.0840 loss_ctc: 0.0840 2022/12/29 13:33:34 - mmengine - INFO - Epoch(train) [19][ 7800/15807] lr: 1.0583e-05 eta: 3:32:44 time: 0.5232 data_time: 0.0018 memory: 12269 loss: 0.0747 loss_ctc: 0.0747 2022/12/29 13:34:27 - mmengine - INFO - Epoch(train) [19][ 7900/15807] lr: 1.0531e-05 eta: 3:31:51 time: 0.5412 data_time: 0.0034 memory: 12269 loss: 0.0924 loss_ctc: 0.0924 2022/12/29 13:35:21 - mmengine - INFO - Epoch(train) [19][ 8000/15807] lr: 1.0478e-05 eta: 3:30:57 time: 0.5694 data_time: 0.0040 memory: 12269 loss: 0.0839 loss_ctc: 0.0839 2022/12/29 13:36:14 - mmengine - INFO - Epoch(train) [19][ 8100/15807] lr: 1.0426e-05 eta: 3:30:03 time: 0.5507 data_time: 0.0020 memory: 12269 loss: 0.0605 loss_ctc: 0.0605 2022/12/29 13:37:08 - mmengine - INFO - Epoch(train) [19][ 8200/15807] lr: 1.0374e-05 eta: 3:29:10 time: 0.5260 data_time: 0.0032 memory: 12269 loss: 0.0902 loss_ctc: 0.0902 2022/12/29 13:38:01 - mmengine - INFO - Epoch(train) [19][ 8300/15807] lr: 1.0322e-05 eta: 3:28:16 time: 0.4913 data_time: 0.0026 memory: 12269 loss: 0.0940 loss_ctc: 0.0940 2022/12/29 13:38:54 - mmengine - INFO - Epoch(train) [19][ 8400/15807] lr: 1.0270e-05 eta: 3:27:23 time: 0.5211 data_time: 0.0034 memory: 12269 loss: 0.0901 loss_ctc: 0.0901 2022/12/29 13:39:33 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 13:39:47 - mmengine - INFO - Epoch(train) [19][ 8500/15807] lr: 1.0218e-05 eta: 3:26:29 time: 0.5195 data_time: 0.0018 memory: 12269 loss: 0.1255 loss_ctc: 0.1255 2022/12/29 13:40:40 - mmengine - INFO - Epoch(train) [19][ 8600/15807] lr: 1.0166e-05 eta: 3:25:35 time: 0.5100 data_time: 0.0023 memory: 12269 loss: 0.0638 loss_ctc: 0.0638 2022/12/29 13:41:34 - mmengine - INFO - Epoch(train) [19][ 8700/15807] lr: 1.0114e-05 eta: 3:24:42 time: 0.5268 data_time: 0.0016 memory: 12269 loss: 0.1009 loss_ctc: 0.1009 2022/12/29 13:42:27 - mmengine - INFO - Epoch(train) [19][ 8800/15807] lr: 1.0063e-05 eta: 3:23:48 time: 0.5252 data_time: 0.0034 memory: 12269 loss: 0.0852 loss_ctc: 0.0852 2022/12/29 13:43:20 - mmengine - INFO - Epoch(train) [19][ 8900/15807] lr: 1.0012e-05 eta: 3:22:54 time: 0.4965 data_time: 0.0016 memory: 12269 loss: 0.0770 loss_ctc: 0.0770 2022/12/29 13:44:14 - mmengine - INFO - Epoch(train) [19][ 9000/15807] lr: 9.9605e-06 eta: 3:22:01 time: 0.5479 data_time: 0.0016 memory: 12269 loss: 0.1060 loss_ctc: 0.1060 2022/12/29 13:45:07 - mmengine - INFO - Epoch(train) [19][ 9100/15807] lr: 9.9094e-06 eta: 3:21:07 time: 0.5074 data_time: 0.0015 memory: 12269 loss: 0.0899 loss_ctc: 0.0899 2022/12/29 13:46:01 - mmengine - INFO - Epoch(train) [19][ 9200/15807] lr: 9.8584e-06 eta: 3:20:13 time: 0.5259 data_time: 0.0038 memory: 12269 loss: 0.0750 loss_ctc: 0.0750 2022/12/29 13:46:54 - mmengine - INFO - Epoch(train) [19][ 9300/15807] lr: 9.8076e-06 eta: 3:19:20 time: 0.5667 data_time: 0.0016 memory: 12269 loss: 0.0692 loss_ctc: 0.0692 2022/12/29 13:47:47 - mmengine - INFO - Epoch(train) [19][ 9400/15807] lr: 9.7569e-06 eta: 3:18:26 time: 0.5054 data_time: 0.0016 memory: 12269 loss: 0.0725 loss_ctc: 0.0725 2022/12/29 13:48:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 13:48:40 - mmengine - INFO - Epoch(train) [19][ 9500/15807] lr: 9.7063e-06 eta: 3:17:33 time: 0.5024 data_time: 0.0017 memory: 12269 loss: 0.1015 loss_ctc: 0.1015 2022/12/29 13:49:33 - mmengine - INFO - Epoch(train) [19][ 9600/15807] lr: 9.6558e-06 eta: 3:16:39 time: 0.5497 data_time: 0.0023 memory: 12269 loss: 0.0814 loss_ctc: 0.0814 2022/12/29 13:50:26 - mmengine - INFO - Epoch(train) [19][ 9700/15807] lr: 9.6055e-06 eta: 3:15:45 time: 0.5131 data_time: 0.0015 memory: 12269 loss: 0.0881 loss_ctc: 0.0881 2022/12/29 13:51:20 - mmengine - INFO - Epoch(train) [19][ 9800/15807] lr: 9.5553e-06 eta: 3:14:52 time: 0.5521 data_time: 0.0016 memory: 12269 loss: 0.0887 loss_ctc: 0.0887 2022/12/29 13:52:13 - mmengine - INFO - Epoch(train) [19][ 9900/15807] lr: 9.5052e-06 eta: 3:13:58 time: 0.5215 data_time: 0.0023 memory: 12269 loss: 0.1059 loss_ctc: 0.1059 2022/12/29 13:53:05 - mmengine - INFO - Epoch(train) [19][10000/15807] lr: 9.4553e-06 eta: 3:13:04 time: 0.5461 data_time: 0.0017 memory: 12269 loss: 0.0750 loss_ctc: 0.0750 2022/12/29 13:53:59 - mmengine - INFO - Epoch(train) [19][10100/15807] lr: 9.4055e-06 eta: 3:12:11 time: 0.5185 data_time: 0.0016 memory: 12269 loss: 0.0859 loss_ctc: 0.0859 2022/12/29 13:54:53 - mmengine - INFO - Epoch(train) [19][10200/15807] lr: 9.3558e-06 eta: 3:11:17 time: 0.5407 data_time: 0.0033 memory: 12269 loss: 0.0746 loss_ctc: 0.0746 2022/12/29 13:55:46 - mmengine - INFO - Epoch(train) [19][10300/15807] lr: 9.3062e-06 eta: 3:10:24 time: 0.5303 data_time: 0.0021 memory: 12269 loss: 0.0875 loss_ctc: 0.0875 2022/12/29 13:56:38 - mmengine - INFO - Epoch(train) [19][10400/15807] lr: 9.2568e-06 eta: 3:09:30 time: 0.5252 data_time: 0.0020 memory: 12269 loss: 0.0830 loss_ctc: 0.0830 2022/12/29 13:57:17 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 13:57:31 - mmengine - INFO - Epoch(train) [19][10500/15807] lr: 9.2074e-06 eta: 3:08:36 time: 0.5683 data_time: 0.0016 memory: 12269 loss: 0.0938 loss_ctc: 0.0938 2022/12/29 13:58:24 - mmengine - INFO - Epoch(train) [19][10600/15807] lr: 9.1583e-06 eta: 3:07:43 time: 0.5526 data_time: 0.0017 memory: 12269 loss: 0.0777 loss_ctc: 0.0777 2022/12/29 13:59:19 - mmengine - INFO - Epoch(train) [19][10700/15807] lr: 9.1092e-06 eta: 3:06:49 time: 0.5817 data_time: 0.0070 memory: 12269 loss: 0.0622 loss_ctc: 0.0622 2022/12/29 14:00:12 - mmengine - INFO - Epoch(train) [19][10800/15807] lr: 9.0603e-06 eta: 3:05:55 time: 0.5176 data_time: 0.0020 memory: 12269 loss: 0.1001 loss_ctc: 0.1001 2022/12/29 14:01:06 - mmengine - INFO - Epoch(train) [19][10900/15807] lr: 9.0114e-06 eta: 3:05:02 time: 0.5445 data_time: 0.0030 memory: 12269 loss: 0.0920 loss_ctc: 0.0920 2022/12/29 14:02:00 - mmengine - INFO - Epoch(train) [19][11000/15807] lr: 8.9628e-06 eta: 3:04:08 time: 0.5639 data_time: 0.0018 memory: 12269 loss: 0.0701 loss_ctc: 0.0701 2022/12/29 14:02:54 - mmengine - INFO - Epoch(train) [19][11100/15807] lr: 8.9142e-06 eta: 3:03:15 time: 0.5399 data_time: 0.0041 memory: 12269 loss: 0.0804 loss_ctc: 0.0804 2022/12/29 14:03:46 - mmengine - INFO - Epoch(train) [19][11200/15807] lr: 8.8658e-06 eta: 3:02:21 time: 0.4992 data_time: 0.0018 memory: 12269 loss: 0.0858 loss_ctc: 0.0858 2022/12/29 14:04:40 - mmengine - INFO - Epoch(train) [19][11300/15807] lr: 8.8175e-06 eta: 3:01:27 time: 0.5405 data_time: 0.0020 memory: 12269 loss: 0.0780 loss_ctc: 0.0780 2022/12/29 14:05:32 - mmengine - INFO - Epoch(train) [19][11400/15807] lr: 8.7693e-06 eta: 3:00:34 time: 0.5145 data_time: 0.0018 memory: 12269 loss: 0.1078 loss_ctc: 0.1078 2022/12/29 14:06:11 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:06:26 - mmengine - INFO - Epoch(train) [19][11500/15807] lr: 8.7212e-06 eta: 2:59:40 time: 0.5679 data_time: 0.0016 memory: 12269 loss: 0.0965 loss_ctc: 0.0965 2022/12/29 14:07:18 - mmengine - INFO - Epoch(train) [19][11600/15807] lr: 8.6733e-06 eta: 2:58:46 time: 0.5381 data_time: 0.0015 memory: 12269 loss: 0.0925 loss_ctc: 0.0925 2022/12/29 14:08:11 - mmengine - INFO - Epoch(train) [19][11700/15807] lr: 8.6255e-06 eta: 2:57:53 time: 0.5390 data_time: 0.0019 memory: 12269 loss: 0.0946 loss_ctc: 0.0946 2022/12/29 14:09:05 - mmengine - INFO - Epoch(train) [19][11800/15807] lr: 8.5779e-06 eta: 2:56:59 time: 0.5407 data_time: 0.0018 memory: 12269 loss: 0.0872 loss_ctc: 0.0872 2022/12/29 14:09:59 - mmengine - INFO - Epoch(train) [19][11900/15807] lr: 8.5303e-06 eta: 2:56:06 time: 0.5535 data_time: 0.0016 memory: 12269 loss: 0.0752 loss_ctc: 0.0752 2022/12/29 14:10:52 - mmengine - INFO - Epoch(train) [19][12000/15807] lr: 8.4829e-06 eta: 2:55:12 time: 0.5044 data_time: 0.0029 memory: 12269 loss: 0.0907 loss_ctc: 0.0907 2022/12/29 14:11:45 - mmengine - INFO - Epoch(train) [19][12100/15807] lr: 8.4356e-06 eta: 2:54:18 time: 0.5027 data_time: 0.0015 memory: 12269 loss: 0.1175 loss_ctc: 0.1175 2022/12/29 14:12:39 - mmengine - INFO - Epoch(train) [19][12200/15807] lr: 8.3885e-06 eta: 2:53:25 time: 0.5040 data_time: 0.0019 memory: 12269 loss: 0.0866 loss_ctc: 0.0866 2022/12/29 14:13:32 - mmengine - INFO - Epoch(train) [19][12300/15807] lr: 8.3415e-06 eta: 2:52:31 time: 0.5186 data_time: 0.0018 memory: 12269 loss: 0.0875 loss_ctc: 0.0875 2022/12/29 14:14:25 - mmengine - INFO - Epoch(train) [19][12400/15807] lr: 8.2946e-06 eta: 2:51:37 time: 0.5580 data_time: 0.0034 memory: 12269 loss: 0.0940 loss_ctc: 0.0940 2022/12/29 14:15:03 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:15:17 - mmengine - INFO - Epoch(train) [19][12500/15807] lr: 8.2478e-06 eta: 2:50:44 time: 0.5331 data_time: 0.0018 memory: 12269 loss: 0.1014 loss_ctc: 0.1014 2022/12/29 14:16:11 - mmengine - INFO - Epoch(train) [19][12600/15807] lr: 8.2011e-06 eta: 2:49:50 time: 0.5550 data_time: 0.0020 memory: 12269 loss: 0.0955 loss_ctc: 0.0955 2022/12/29 14:17:05 - mmengine - INFO - Epoch(train) [19][12700/15807] lr: 8.1546e-06 eta: 2:48:57 time: 0.5265 data_time: 0.0028 memory: 12269 loss: 0.0859 loss_ctc: 0.0859 2022/12/29 14:17:58 - mmengine - INFO - Epoch(train) [19][12800/15807] lr: 8.1082e-06 eta: 2:48:03 time: 0.5247 data_time: 0.0016 memory: 12269 loss: 0.0808 loss_ctc: 0.0808 2022/12/29 14:18:52 - mmengine - INFO - Epoch(train) [19][12900/15807] lr: 8.0620e-06 eta: 2:47:09 time: 0.5154 data_time: 0.0032 memory: 12269 loss: 0.0710 loss_ctc: 0.0710 2022/12/29 14:19:45 - mmengine - INFO - Epoch(train) [19][13000/15807] lr: 8.0158e-06 eta: 2:46:16 time: 0.5462 data_time: 0.0019 memory: 12269 loss: 0.0896 loss_ctc: 0.0896 2022/12/29 14:20:38 - mmengine - INFO - Epoch(train) [19][13100/15807] lr: 7.9698e-06 eta: 2:45:22 time: 0.5495 data_time: 0.0069 memory: 12269 loss: 0.0958 loss_ctc: 0.0958 2022/12/29 14:21:32 - mmengine - INFO - Epoch(train) [19][13200/15807] lr: 7.9239e-06 eta: 2:44:29 time: 0.5467 data_time: 0.0016 memory: 12269 loss: 0.0975 loss_ctc: 0.0975 2022/12/29 14:22:25 - mmengine - INFO - Epoch(train) [19][13300/15807] lr: 7.8782e-06 eta: 2:43:35 time: 0.5369 data_time: 0.0024 memory: 12269 loss: 0.0779 loss_ctc: 0.0779 2022/12/29 14:23:17 - mmengine - INFO - Epoch(train) [19][13400/15807] lr: 7.8326e-06 eta: 2:42:41 time: 0.5001 data_time: 0.0031 memory: 12269 loss: 0.0935 loss_ctc: 0.0935 2022/12/29 14:23:57 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:24:09 - mmengine - INFO - Epoch(train) [19][13500/15807] lr: 7.7871e-06 eta: 2:41:48 time: 0.4756 data_time: 0.0042 memory: 12269 loss: 0.0950 loss_ctc: 0.0950 2022/12/29 14:25:03 - mmengine - INFO - Epoch(train) [19][13600/15807] lr: 7.7417e-06 eta: 2:40:54 time: 0.5585 data_time: 0.0017 memory: 12269 loss: 0.0764 loss_ctc: 0.0764 2022/12/29 14:25:56 - mmengine - INFO - Epoch(train) [19][13700/15807] lr: 7.6965e-06 eta: 2:40:00 time: 0.5320 data_time: 0.0015 memory: 12269 loss: 0.0935 loss_ctc: 0.0935 2022/12/29 14:26:49 - mmengine - INFO - Epoch(train) [19][13800/15807] lr: 7.6514e-06 eta: 2:39:07 time: 0.5601 data_time: 0.0016 memory: 12269 loss: 0.0831 loss_ctc: 0.0831 2022/12/29 14:27:43 - mmengine - INFO - Epoch(train) [19][13900/15807] lr: 7.6064e-06 eta: 2:38:13 time: 0.5619 data_time: 0.0017 memory: 12269 loss: 0.0700 loss_ctc: 0.0700 2022/12/29 14:28:35 - mmengine - INFO - Epoch(train) [19][14000/15807] lr: 7.5615e-06 eta: 2:37:19 time: 0.5339 data_time: 0.0017 memory: 12269 loss: 0.0913 loss_ctc: 0.0913 2022/12/29 14:29:29 - mmengine - INFO - Epoch(train) [19][14100/15807] lr: 7.5168e-06 eta: 2:36:26 time: 0.5312 data_time: 0.0018 memory: 12269 loss: 0.1256 loss_ctc: 0.1256 2022/12/29 14:30:22 - mmengine - INFO - Epoch(train) [19][14200/15807] lr: 7.4722e-06 eta: 2:35:32 time: 0.5034 data_time: 0.0017 memory: 12269 loss: 0.0992 loss_ctc: 0.0992 2022/12/29 14:31:15 - mmengine - INFO - Epoch(train) [19][14300/15807] lr: 7.4278e-06 eta: 2:34:39 time: 0.5273 data_time: 0.0015 memory: 12269 loss: 0.0624 loss_ctc: 0.0624 2022/12/29 14:32:07 - mmengine - INFO - Epoch(train) [19][14400/15807] lr: 7.3834e-06 eta: 2:33:45 time: 0.4951 data_time: 0.0026 memory: 12269 loss: 0.0940 loss_ctc: 0.0940 2022/12/29 14:32:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:33:00 - mmengine - INFO - Epoch(train) [19][14500/15807] lr: 7.3392e-06 eta: 2:32:51 time: 0.5384 data_time: 0.0015 memory: 12269 loss: 0.0749 loss_ctc: 0.0749 2022/12/29 14:33:54 - mmengine - INFO - Epoch(train) [19][14600/15807] lr: 7.2951e-06 eta: 2:31:58 time: 0.5633 data_time: 0.0016 memory: 12269 loss: 0.0821 loss_ctc: 0.0821 2022/12/29 14:34:47 - mmengine - INFO - Epoch(train) [19][14700/15807] lr: 7.2512e-06 eta: 2:31:04 time: 0.5326 data_time: 0.0038 memory: 12269 loss: 0.0936 loss_ctc: 0.0936 2022/12/29 14:35:41 - mmengine - INFO - Epoch(train) [19][14800/15807] lr: 7.2074e-06 eta: 2:30:10 time: 0.4935 data_time: 0.0016 memory: 12269 loss: 0.0914 loss_ctc: 0.0914 2022/12/29 14:36:34 - mmengine - INFO - Epoch(train) [19][14900/15807] lr: 7.1637e-06 eta: 2:29:17 time: 0.5273 data_time: 0.0021 memory: 12269 loss: 0.0710 loss_ctc: 0.0710 2022/12/29 14:37:27 - mmengine - INFO - Epoch(train) [19][15000/15807] lr: 7.1201e-06 eta: 2:28:23 time: 0.5449 data_time: 0.0019 memory: 12269 loss: 0.1033 loss_ctc: 0.1033 2022/12/29 14:38:20 - mmengine - INFO - Epoch(train) [19][15100/15807] lr: 7.0767e-06 eta: 2:27:30 time: 0.5412 data_time: 0.0037 memory: 12269 loss: 0.0886 loss_ctc: 0.0886 2022/12/29 14:39:14 - mmengine - INFO - Epoch(train) [19][15200/15807] lr: 7.0334e-06 eta: 2:26:36 time: 0.5305 data_time: 0.0033 memory: 12269 loss: 0.1033 loss_ctc: 0.1033 2022/12/29 14:40:08 - mmengine - INFO - Epoch(train) [19][15300/15807] lr: 6.9902e-06 eta: 2:25:42 time: 0.5421 data_time: 0.0016 memory: 12269 loss: 0.0661 loss_ctc: 0.0661 2022/12/29 14:41:01 - mmengine - INFO - Epoch(train) [19][15400/15807] lr: 6.9471e-06 eta: 2:24:49 time: 0.5322 data_time: 0.0020 memory: 12269 loss: 0.0871 loss_ctc: 0.0871 2022/12/29 14:41:40 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:41:54 - mmengine - INFO - Epoch(train) [19][15500/15807] lr: 6.9042e-06 eta: 2:23:55 time: 0.5180 data_time: 0.0021 memory: 12269 loss: 0.0892 loss_ctc: 0.0892 2022/12/29 14:42:47 - mmengine - INFO - Epoch(train) [19][15600/15807] lr: 6.8614e-06 eta: 2:23:02 time: 0.5143 data_time: 0.0016 memory: 12269 loss: 0.0730 loss_ctc: 0.0730 2022/12/29 14:43:40 - mmengine - INFO - Epoch(train) [19][15700/15807] lr: 6.8188e-06 eta: 2:22:08 time: 0.5069 data_time: 0.0125 memory: 12269 loss: 0.1043 loss_ctc: 0.1043 2022/12/29 14:44:32 - mmengine - INFO - Epoch(train) [19][15800/15807] lr: 6.7762e-06 eta: 2:21:14 time: 0.4824 data_time: 0.0016 memory: 12269 loss: 0.0791 loss_ctc: 0.0791 2022/12/29 14:44:35 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:44:35 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/12/29 14:44:43 - mmengine - INFO - Epoch(val) [19][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.9028 CUTE80/recog/word_acc_ignore_case_symbol: 0.9028 IIIT5K/recog/word_acc: 0.0650 IIIT5K/recog/word_acc_ignore_case: 0.8617 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8617 SVT/recog/word_acc: 0.8964 SVT/recog/word_acc_ignore_case: 0.8964 SVT/recog/word_acc_ignore_case_symbol: 0.8964 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8465 SVTP/recog/word_acc_ignore_case_symbol: 0.8465 IC13/recog/word_acc: 0.2897 IC13/recog/word_acc_ignore_case: 0.9419 IC13/recog/word_acc_ignore_case_symbol: 0.9419 IC15/recog/word_acc: 0.1194 IC15/recog/word_acc_ignore_case: 0.7395 IC15/recog/word_acc_ignore_case_symbol: 0.7453 CUTE80/recog/char_recall: 0.9642 CUTE80/recog/char_precision: 0.9458 IIIT5K/recog/char_recall: 0.9917 IIIT5K/recog/char_precision: 0.9144 SVT/recog/char_recall: 0.9795 SVT/recog/char_precision: 0.9647 SVTP/recog/char_recall: 0.9448 SVTP/recog/char_precision: 0.9562 IC13/recog/char_recall: 0.9898 IC13/recog/char_precision: 0.9753 IC15/recog/char_recall: 0.9333 IC15/recog/char_precision: 0.8901 2022/12/29 14:45:42 - mmengine - INFO - Epoch(train) [20][ 100/15807] lr: 6.7309e-06 eta: 2:20:17 time: 0.5533 data_time: 0.0033 memory: 12269 loss: 0.1006 loss_ctc: 0.1006 2022/12/29 14:46:35 - mmengine - INFO - Epoch(train) [20][ 200/15807] lr: 6.6886e-06 eta: 2:19:24 time: 0.5463 data_time: 0.0018 memory: 12269 loss: 0.1009 loss_ctc: 0.1009 2022/12/29 14:47:28 - mmengine - INFO - Epoch(train) [20][ 300/15807] lr: 6.6465e-06 eta: 2:18:30 time: 0.5209 data_time: 0.0016 memory: 12269 loss: 0.0708 loss_ctc: 0.0708 2022/12/29 14:48:21 - mmengine - INFO - Epoch(train) [20][ 400/15807] lr: 6.6045e-06 eta: 2:17:36 time: 0.5369 data_time: 0.0016 memory: 12269 loss: 0.0742 loss_ctc: 0.0742 2022/12/29 14:49:14 - mmengine - INFO - Epoch(train) [20][ 500/15807] lr: 6.5626e-06 eta: 2:16:43 time: 0.5484 data_time: 0.0016 memory: 12269 loss: 0.0884 loss_ctc: 0.0884 2022/12/29 14:50:07 - mmengine - INFO - Epoch(train) [20][ 600/15807] lr: 6.5209e-06 eta: 2:15:49 time: 0.5130 data_time: 0.0036 memory: 12269 loss: 0.0859 loss_ctc: 0.0859 2022/12/29 14:50:43 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:51:00 - mmengine - INFO - Epoch(train) [20][ 700/15807] lr: 6.4792e-06 eta: 2:14:55 time: 0.5386 data_time: 0.0030 memory: 12269 loss: 0.0716 loss_ctc: 0.0716 2022/12/29 14:51:53 - mmengine - INFO - Epoch(train) [20][ 800/15807] lr: 6.4378e-06 eta: 2:14:02 time: 0.5164 data_time: 0.0015 memory: 12269 loss: 0.0779 loss_ctc: 0.0779 2022/12/29 14:52:46 - mmengine - INFO - Epoch(train) [20][ 900/15807] lr: 6.3964e-06 eta: 2:13:08 time: 0.5070 data_time: 0.0033 memory: 12269 loss: 0.0735 loss_ctc: 0.0735 2022/12/29 14:53:40 - mmengine - INFO - Epoch(train) [20][ 1000/15807] lr: 6.3552e-06 eta: 2:12:15 time: 0.5071 data_time: 0.0017 memory: 12269 loss: 0.0811 loss_ctc: 0.0811 2022/12/29 14:54:34 - mmengine - INFO - Epoch(train) [20][ 1100/15807] lr: 6.3141e-06 eta: 2:11:21 time: 0.5032 data_time: 0.0018 memory: 12269 loss: 0.0864 loss_ctc: 0.0864 2022/12/29 14:55:27 - mmengine - INFO - Epoch(train) [20][ 1200/15807] lr: 6.2731e-06 eta: 2:10:27 time: 0.5182 data_time: 0.0019 memory: 12269 loss: 0.0965 loss_ctc: 0.0965 2022/12/29 14:56:20 - mmengine - INFO - Epoch(train) [20][ 1300/15807] lr: 6.2323e-06 eta: 2:09:34 time: 0.5070 data_time: 0.0016 memory: 12269 loss: 0.0792 loss_ctc: 0.0792 2022/12/29 14:57:13 - mmengine - INFO - Epoch(train) [20][ 1400/15807] lr: 6.1916e-06 eta: 2:08:40 time: 0.5122 data_time: 0.0016 memory: 12269 loss: 0.0869 loss_ctc: 0.0869 2022/12/29 14:58:06 - mmengine - INFO - Epoch(train) [20][ 1500/15807] lr: 6.1510e-06 eta: 2:07:47 time: 0.5027 data_time: 0.0018 memory: 12269 loss: 0.1119 loss_ctc: 0.1119 2022/12/29 14:59:00 - mmengine - INFO - Epoch(train) [20][ 1600/15807] lr: 6.1105e-06 eta: 2:06:53 time: 0.5368 data_time: 0.0015 memory: 12269 loss: 0.0918 loss_ctc: 0.0918 2022/12/29 14:59:34 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 14:59:52 - mmengine - INFO - Epoch(train) [20][ 1700/15807] lr: 6.0702e-06 eta: 2:05:59 time: 0.5163 data_time: 0.0017 memory: 12269 loss: 0.0766 loss_ctc: 0.0766 2022/12/29 15:00:45 - mmengine - INFO - Epoch(train) [20][ 1800/15807] lr: 6.0300e-06 eta: 2:05:06 time: 0.5158 data_time: 0.0017 memory: 12269 loss: 0.0943 loss_ctc: 0.0943 2022/12/29 15:01:38 - mmengine - INFO - Epoch(train) [20][ 1900/15807] lr: 5.9900e-06 eta: 2:04:12 time: 0.5226 data_time: 0.0019 memory: 12269 loss: 0.0981 loss_ctc: 0.0981 2022/12/29 15:02:32 - mmengine - INFO - Epoch(train) [20][ 2000/15807] lr: 5.9501e-06 eta: 2:03:19 time: 0.5062 data_time: 0.0016 memory: 12269 loss: 0.0712 loss_ctc: 0.0712 2022/12/29 15:03:25 - mmengine - INFO - Epoch(train) [20][ 2100/15807] lr: 5.9103e-06 eta: 2:02:25 time: 0.5520 data_time: 0.0016 memory: 12269 loss: 0.0944 loss_ctc: 0.0944 2022/12/29 15:04:18 - mmengine - INFO - Epoch(train) [20][ 2200/15807] lr: 5.8706e-06 eta: 2:01:31 time: 0.4983 data_time: 0.0016 memory: 12269 loss: 0.0782 loss_ctc: 0.0782 2022/12/29 15:05:11 - mmengine - INFO - Epoch(train) [20][ 2300/15807] lr: 5.8311e-06 eta: 2:00:38 time: 0.5322 data_time: 0.0066 memory: 12269 loss: 0.0888 loss_ctc: 0.0888 2022/12/29 15:06:04 - mmengine - INFO - Epoch(train) [20][ 2400/15807] lr: 5.7917e-06 eta: 1:59:44 time: 0.5211 data_time: 0.0017 memory: 12269 loss: 0.0761 loss_ctc: 0.0761 2022/12/29 15:06:58 - mmengine - INFO - Epoch(train) [20][ 2500/15807] lr: 5.7524e-06 eta: 1:58:50 time: 0.5242 data_time: 0.0034 memory: 12269 loss: 0.1012 loss_ctc: 0.1012 2022/12/29 15:07:51 - mmengine - INFO - Epoch(train) [20][ 2600/15807] lr: 5.7132e-06 eta: 1:57:57 time: 0.5527 data_time: 0.0016 memory: 12269 loss: 0.1045 loss_ctc: 0.1045 2022/12/29 15:08:26 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 15:08:43 - mmengine - INFO - Epoch(train) [20][ 2700/15807] lr: 5.6742e-06 eta: 1:57:03 time: 0.5036 data_time: 0.0020 memory: 12269 loss: 0.1037 loss_ctc: 0.1037 2022/12/29 15:09:37 - mmengine - INFO - Epoch(train) [20][ 2800/15807] lr: 5.6353e-06 eta: 1:56:10 time: 0.5111 data_time: 0.0062 memory: 12269 loss: 0.0916 loss_ctc: 0.0916 2022/12/29 15:10:30 - mmengine - INFO - Epoch(train) [20][ 2900/15807] lr: 5.5966e-06 eta: 1:55:16 time: 0.5159 data_time: 0.0019 memory: 12269 loss: 0.0744 loss_ctc: 0.0744 2022/12/29 15:11:23 - mmengine - INFO - Epoch(train) [20][ 3000/15807] lr: 5.5580e-06 eta: 1:54:22 time: 0.5304 data_time: 0.0019 memory: 12269 loss: 0.0887 loss_ctc: 0.0887 2022/12/29 15:12:16 - mmengine - INFO - Epoch(train) [20][ 3100/15807] lr: 5.5195e-06 eta: 1:53:29 time: 0.5596 data_time: 0.0018 memory: 12269 loss: 0.0808 loss_ctc: 0.0808 2022/12/29 15:13:09 - mmengine - INFO - Epoch(train) [20][ 3200/15807] lr: 5.4811e-06 eta: 1:52:35 time: 0.4932 data_time: 0.0050 memory: 12269 loss: 0.0707 loss_ctc: 0.0707 2022/12/29 15:14:02 - mmengine - INFO - Epoch(train) [20][ 3300/15807] lr: 5.4429e-06 eta: 1:51:42 time: 0.5393 data_time: 0.0017 memory: 12269 loss: 0.0820 loss_ctc: 0.0820 2022/12/29 15:14:55 - mmengine - INFO - Epoch(train) [20][ 3400/15807] lr: 5.4048e-06 eta: 1:50:48 time: 0.5105 data_time: 0.0017 memory: 12269 loss: 0.0712 loss_ctc: 0.0712 2022/12/29 15:15:48 - mmengine - INFO - Epoch(train) [20][ 3500/15807] lr: 5.3668e-06 eta: 1:49:54 time: 0.4877 data_time: 0.0019 memory: 12269 loss: 0.0757 loss_ctc: 0.0757 2022/12/29 15:16:42 - mmengine - INFO - Epoch(train) [20][ 3600/15807] lr: 5.3290e-06 eta: 1:49:01 time: 0.5395 data_time: 0.0020 memory: 12269 loss: 0.0920 loss_ctc: 0.0920 2022/12/29 15:17:17 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 15:17:34 - mmengine - INFO - Epoch(train) [20][ 3700/15807] lr: 5.2913e-06 eta: 1:48:07 time: 0.5230 data_time: 0.0017 memory: 12269 loss: 0.0742 loss_ctc: 0.0742 2022/12/29 15:18:27 - mmengine - INFO - Epoch(train) [20][ 3800/15807] lr: 5.2537e-06 eta: 1:47:14 time: 0.5155 data_time: 0.0016 memory: 12269 loss: 0.0848 loss_ctc: 0.0848 2022/12/29 15:19:19 - mmengine - INFO - Epoch(train) [20][ 3900/15807] lr: 5.2163e-06 eta: 1:46:20 time: 0.4975 data_time: 0.0017 memory: 12269 loss: 0.0959 loss_ctc: 0.0959 2022/12/29 15:20:14 - mmengine - INFO - Epoch(train) [20][ 4000/15807] lr: 5.1790e-06 eta: 1:45:26 time: 0.5720 data_time: 0.0016 memory: 12269 loss: 0.0785 loss_ctc: 0.0785 2022/12/29 15:21:07 - mmengine - INFO - Epoch(train) [20][ 4100/15807] lr: 5.1418e-06 eta: 1:44:33 time: 0.5358 data_time: 0.0019 memory: 12269 loss: 0.0720 loss_ctc: 0.0720 2022/12/29 15:22:00 - mmengine - INFO - Epoch(train) [20][ 4200/15807] lr: 5.1047e-06 eta: 1:43:39 time: 0.5512 data_time: 0.0033 memory: 12269 loss: 0.0896 loss_ctc: 0.0896 2022/12/29 15:22:52 - mmengine - INFO - Epoch(train) [20][ 4300/15807] lr: 5.0678e-06 eta: 1:42:45 time: 0.5178 data_time: 0.0017 memory: 12269 loss: 0.0912 loss_ctc: 0.0912 2022/12/29 15:23:45 - mmengine - INFO - Epoch(train) [20][ 4400/15807] lr: 5.0310e-06 eta: 1:41:52 time: 0.5282 data_time: 0.0016 memory: 12269 loss: 0.0785 loss_ctc: 0.0785 2022/12/29 15:24:38 - mmengine - INFO - Epoch(train) [20][ 4500/15807] lr: 4.9944e-06 eta: 1:40:58 time: 0.5182 data_time: 0.0016 memory: 12269 loss: 0.0871 loss_ctc: 0.0871 2022/12/29 15:25:32 - mmengine - INFO - Epoch(train) [20][ 4600/15807] lr: 4.9578e-06 eta: 1:40:05 time: 0.5401 data_time: 0.0017 memory: 12269 loss: 0.0957 loss_ctc: 0.0957 2022/12/29 15:26:08 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 15:26:25 - mmengine - INFO - Epoch(train) [20][ 4700/15807] lr: 4.9214e-06 eta: 1:39:11 time: 0.5643 data_time: 0.0019 memory: 12269 loss: 0.0878 loss_ctc: 0.0878 2022/12/29 15:27:19 - mmengine - INFO - Epoch(train) [20][ 4800/15807] lr: 4.8852e-06 eta: 1:38:18 time: 0.5151 data_time: 0.0017 memory: 12269 loss: 0.0987 loss_ctc: 0.0987 2022/12/29 15:28:13 - mmengine - INFO - Epoch(train) [20][ 4900/15807] lr: 4.8490e-06 eta: 1:37:24 time: 0.5500 data_time: 0.0017 memory: 12269 loss: 0.1009 loss_ctc: 0.1009 2022/12/29 15:29:08 - mmengine - INFO - Epoch(train) [20][ 5000/15807] lr: 4.8130e-06 eta: 1:36:30 time: 0.5372 data_time: 0.0016 memory: 12269 loss: 0.0794 loss_ctc: 0.0794 2022/12/29 15:30:01 - mmengine - INFO - Epoch(train) [20][ 5100/15807] lr: 4.7772e-06 eta: 1:35:37 time: 0.5546 data_time: 0.0017 memory: 12269 loss: 0.0798 loss_ctc: 0.0798 2022/12/29 15:30:56 - mmengine - INFO - Epoch(train) [20][ 5200/15807] lr: 4.7414e-06 eta: 1:34:43 time: 0.5881 data_time: 0.0017 memory: 12269 loss: 0.0754 loss_ctc: 0.0754 2022/12/29 15:31:49 - mmengine - INFO - Epoch(train) [20][ 5300/15807] lr: 4.7058e-06 eta: 1:33:50 time: 0.5399 data_time: 0.0016 memory: 12269 loss: 0.0743 loss_ctc: 0.0743 2022/12/29 15:32:42 - mmengine - INFO - Epoch(train) [20][ 5400/15807] lr: 4.6704e-06 eta: 1:32:56 time: 0.4936 data_time: 0.0018 memory: 12269 loss: 0.0725 loss_ctc: 0.0725 2022/12/29 15:33:35 - mmengine - INFO - Epoch(train) [20][ 5500/15807] lr: 4.6350e-06 eta: 1:32:02 time: 0.5058 data_time: 0.0016 memory: 12269 loss: 0.0693 loss_ctc: 0.0693 2022/12/29 15:34:28 - mmengine - INFO - Epoch(train) [20][ 5600/15807] lr: 4.5998e-06 eta: 1:31:09 time: 0.4979 data_time: 0.0018 memory: 12269 loss: 0.0668 loss_ctc: 0.0668 2022/12/29 15:35:03 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 15:35:21 - mmengine - INFO - Epoch(train) [20][ 5700/15807] lr: 4.5647e-06 eta: 1:30:15 time: 0.5504 data_time: 0.0018 memory: 12269 loss: 0.0957 loss_ctc: 0.0957 2022/12/29 15:36:14 - mmengine - INFO - Epoch(train) [20][ 5800/15807] lr: 4.5298e-06 eta: 1:29:22 time: 0.5409 data_time: 0.0015 memory: 12269 loss: 0.0512 loss_ctc: 0.0512 2022/12/29 15:37:06 - mmengine - INFO - Epoch(train) [20][ 5900/15807] lr: 4.4950e-06 eta: 1:28:28 time: 0.5181 data_time: 0.0027 memory: 12269 loss: 0.0839 loss_ctc: 0.0839 2022/12/29 15:38:00 - mmengine - INFO - Epoch(train) [20][ 6000/15807] lr: 4.4603e-06 eta: 1:27:34 time: 0.5795 data_time: 0.0015 memory: 12269 loss: 0.0942 loss_ctc: 0.0942 2022/12/29 15:38:53 - mmengine - INFO - Epoch(train) [20][ 6100/15807] lr: 4.4257e-06 eta: 1:26:41 time: 0.4821 data_time: 0.0017 memory: 12269 loss: 0.0741 loss_ctc: 0.0741 2022/12/29 15:39:46 - mmengine - INFO - Epoch(train) [20][ 6200/15807] lr: 4.3913e-06 eta: 1:25:47 time: 0.5491 data_time: 0.0017 memory: 12269 loss: 0.1007 loss_ctc: 0.1007 2022/12/29 15:40:40 - mmengine - INFO - Epoch(train) [20][ 6300/15807] lr: 4.3570e-06 eta: 1:24:54 time: 0.5194 data_time: 0.0016 memory: 12269 loss: 0.0779 loss_ctc: 0.0779 2022/12/29 15:41:34 - mmengine - INFO - Epoch(train) [20][ 6400/15807] lr: 4.3229e-06 eta: 1:24:00 time: 0.5393 data_time: 0.0017 memory: 12269 loss: 0.0839 loss_ctc: 0.0839 2022/12/29 15:42:27 - mmengine - INFO - Epoch(train) [20][ 6500/15807] lr: 4.2888e-06 eta: 1:23:06 time: 0.5526 data_time: 0.0021 memory: 12269 loss: 0.1146 loss_ctc: 0.1146 2022/12/29 15:43:20 - mmengine - INFO - Epoch(train) [20][ 6600/15807] lr: 4.2550e-06 eta: 1:22:13 time: 0.5117 data_time: 0.0019 memory: 12269 loss: 0.0691 loss_ctc: 0.0691 2022/12/29 15:43:56 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 15:44:13 - mmengine - INFO - Epoch(train) [20][ 6700/15807] lr: 4.2212e-06 eta: 1:21:19 time: 0.5177 data_time: 0.0017 memory: 12269 loss: 0.0769 loss_ctc: 0.0769 2022/12/29 15:45:07 - mmengine - INFO - Epoch(train) [20][ 6800/15807] lr: 4.1876e-06 eta: 1:20:26 time: 0.5458 data_time: 0.0030 memory: 12269 loss: 0.0643 loss_ctc: 0.0643 2022/12/29 15:45:59 - mmengine - INFO - Epoch(train) [20][ 6900/15807] lr: 4.1541e-06 eta: 1:19:32 time: 0.4892 data_time: 0.0017 memory: 12269 loss: 0.0686 loss_ctc: 0.0686 2022/12/29 15:46:52 - mmengine - INFO - Epoch(train) [20][ 7000/15807] lr: 4.1207e-06 eta: 1:18:38 time: 0.5449 data_time: 0.0043 memory: 12269 loss: 0.0789 loss_ctc: 0.0789 2022/12/29 15:47:46 - mmengine - INFO - Epoch(train) [20][ 7100/15807] lr: 4.0875e-06 eta: 1:17:45 time: 0.4872 data_time: 0.0016 memory: 12269 loss: 0.0865 loss_ctc: 0.0865 2022/12/29 15:48:39 - mmengine - INFO - Epoch(train) [20][ 7200/15807] lr: 4.0544e-06 eta: 1:16:51 time: 0.4887 data_time: 0.0016 memory: 12269 loss: 0.0692 loss_ctc: 0.0692 2022/12/29 15:49:33 - mmengine - INFO - Epoch(train) [20][ 7300/15807] lr: 4.0214e-06 eta: 1:15:58 time: 0.5073 data_time: 0.0018 memory: 12269 loss: 0.0800 loss_ctc: 0.0800 2022/12/29 15:50:26 - mmengine - INFO - Epoch(train) [20][ 7400/15807] lr: 3.9886e-06 eta: 1:15:04 time: 0.5119 data_time: 0.0018 memory: 12269 loss: 0.0846 loss_ctc: 0.0846 2022/12/29 15:51:19 - mmengine - INFO - Epoch(train) [20][ 7500/15807] lr: 3.9559e-06 eta: 1:14:11 time: 0.5117 data_time: 0.0046 memory: 12269 loss: 0.0844 loss_ctc: 0.0844 2022/12/29 15:52:11 - mmengine - INFO - Epoch(train) [20][ 7600/15807] lr: 3.9233e-06 eta: 1:13:17 time: 0.4843 data_time: 0.0019 memory: 12269 loss: 0.0968 loss_ctc: 0.0968 2022/12/29 15:52:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 15:53:05 - mmengine - INFO - Epoch(train) [20][ 7700/15807] lr: 3.8909e-06 eta: 1:12:23 time: 0.5844 data_time: 0.0015 memory: 12269 loss: 0.1212 loss_ctc: 0.1212 2022/12/29 15:53:58 - mmengine - INFO - Epoch(train) [20][ 7800/15807] lr: 3.8586e-06 eta: 1:11:30 time: 0.5269 data_time: 0.0041 memory: 12269 loss: 0.0977 loss_ctc: 0.0977 2022/12/29 15:54:51 - mmengine - INFO - Epoch(train) [20][ 7900/15807] lr: 3.8264e-06 eta: 1:10:36 time: 0.5019 data_time: 0.0017 memory: 12269 loss: 0.0786 loss_ctc: 0.0786 2022/12/29 15:55:45 - mmengine - INFO - Epoch(train) [20][ 8000/15807] lr: 3.7944e-06 eta: 1:09:43 time: 0.5397 data_time: 0.0017 memory: 12269 loss: 0.0854 loss_ctc: 0.0854 2022/12/29 15:56:38 - mmengine - INFO - Epoch(train) [20][ 8100/15807] lr: 3.7625e-06 eta: 1:08:49 time: 0.5322 data_time: 0.0019 memory: 12269 loss: 0.0936 loss_ctc: 0.0936 2022/12/29 15:57:31 - mmengine - INFO - Epoch(train) [20][ 8200/15807] lr: 3.7307e-06 eta: 1:07:55 time: 0.5556 data_time: 0.0016 memory: 12269 loss: 0.1015 loss_ctc: 0.1015 2022/12/29 15:58:23 - mmengine - INFO - Epoch(train) [20][ 8300/15807] lr: 3.6991e-06 eta: 1:07:02 time: 0.5133 data_time: 0.0016 memory: 12269 loss: 0.0832 loss_ctc: 0.0832 2022/12/29 15:59:15 - mmengine - INFO - Epoch(train) [20][ 8400/15807] lr: 3.6675e-06 eta: 1:06:08 time: 0.5299 data_time: 0.0017 memory: 12269 loss: 0.1011 loss_ctc: 0.1011 2022/12/29 16:00:09 - mmengine - INFO - Epoch(train) [20][ 8500/15807] lr: 3.6362e-06 eta: 1:05:15 time: 0.5094 data_time: 0.0062 memory: 12269 loss: 0.0782 loss_ctc: 0.0782 2022/12/29 16:01:02 - mmengine - INFO - Epoch(train) [20][ 8600/15807] lr: 3.6049e-06 eta: 1:04:21 time: 0.5403 data_time: 0.0018 memory: 12269 loss: 0.0880 loss_ctc: 0.0880 2022/12/29 16:01:38 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 16:01:56 - mmengine - INFO - Epoch(train) [20][ 8700/15807] lr: 3.5738e-06 eta: 1:03:27 time: 0.5392 data_time: 0.0016 memory: 12269 loss: 0.0773 loss_ctc: 0.0773 2022/12/29 16:02:49 - mmengine - INFO - Epoch(train) [20][ 8800/15807] lr: 3.5428e-06 eta: 1:02:34 time: 0.5066 data_time: 0.0017 memory: 12269 loss: 0.0771 loss_ctc: 0.0771 2022/12/29 16:03:42 - mmengine - INFO - Epoch(train) [20][ 8900/15807] lr: 3.5120e-06 eta: 1:01:40 time: 0.5230 data_time: 0.0016 memory: 12269 loss: 0.0837 loss_ctc: 0.0837 2022/12/29 16:04:35 - mmengine - INFO - Epoch(train) [20][ 9000/15807] lr: 3.4813e-06 eta: 1:00:47 time: 0.5753 data_time: 0.0029 memory: 12269 loss: 0.0693 loss_ctc: 0.0693 2022/12/29 16:05:27 - mmengine - INFO - Epoch(train) [20][ 9100/15807] lr: 3.4507e-06 eta: 0:59:53 time: 0.5354 data_time: 0.0018 memory: 12269 loss: 0.0941 loss_ctc: 0.0941 2022/12/29 16:06:19 - mmengine - INFO - Epoch(train) [20][ 9200/15807] lr: 3.4203e-06 eta: 0:58:59 time: 0.5178 data_time: 0.0017 memory: 12269 loss: 0.0887 loss_ctc: 0.0887 2022/12/29 16:07:13 - mmengine - INFO - Epoch(train) [20][ 9300/15807] lr: 3.3900e-06 eta: 0:58:06 time: 0.5385 data_time: 0.0016 memory: 12269 loss: 0.0802 loss_ctc: 0.0802 2022/12/29 16:08:06 - mmengine - INFO - Epoch(train) [20][ 9400/15807] lr: 3.3598e-06 eta: 0:57:12 time: 0.5038 data_time: 0.0017 memory: 12269 loss: 0.0956 loss_ctc: 0.0956 2022/12/29 16:08:59 - mmengine - INFO - Epoch(train) [20][ 9500/15807] lr: 3.3297e-06 eta: 0:56:19 time: 0.5803 data_time: 0.0022 memory: 12269 loss: 0.0849 loss_ctc: 0.0849 2022/12/29 16:09:52 - mmengine - INFO - Epoch(train) [20][ 9600/15807] lr: 3.2998e-06 eta: 0:55:25 time: 0.5651 data_time: 0.0040 memory: 12269 loss: 0.1040 loss_ctc: 0.1040 2022/12/29 16:10:27 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 16:10:45 - mmengine - INFO - Epoch(train) [20][ 9700/15807] lr: 3.2700e-06 eta: 0:54:31 time: 0.5837 data_time: 0.0054 memory: 12269 loss: 0.0849 loss_ctc: 0.0849 2022/12/29 16:11:39 - mmengine - INFO - Epoch(train) [20][ 9800/15807] lr: 3.2404e-06 eta: 0:53:38 time: 0.5521 data_time: 0.0016 memory: 12269 loss: 0.0830 loss_ctc: 0.0830 2022/12/29 16:12:32 - mmengine - INFO - Epoch(train) [20][ 9900/15807] lr: 3.2109e-06 eta: 0:52:44 time: 0.5375 data_time: 0.0016 memory: 12269 loss: 0.0720 loss_ctc: 0.0720 2022/12/29 16:13:25 - mmengine - INFO - Epoch(train) [20][10000/15807] lr: 3.1815e-06 eta: 0:51:51 time: 0.5014 data_time: 0.0020 memory: 12269 loss: 0.0979 loss_ctc: 0.0979 2022/12/29 16:14:18 - mmengine - INFO - Epoch(train) [20][10100/15807] lr: 3.1523e-06 eta: 0:50:57 time: 0.5198 data_time: 0.0017 memory: 12269 loss: 0.1121 loss_ctc: 0.1121 2022/12/29 16:15:11 - mmengine - INFO - Epoch(train) [20][10200/15807] lr: 3.1232e-06 eta: 0:50:04 time: 0.5251 data_time: 0.0018 memory: 12269 loss: 0.1170 loss_ctc: 0.1170 2022/12/29 16:16:04 - mmengine - INFO - Epoch(train) [20][10300/15807] lr: 3.0942e-06 eta: 0:49:10 time: 0.5678 data_time: 0.0015 memory: 12269 loss: 0.0892 loss_ctc: 0.0892 2022/12/29 16:16:58 - mmengine - INFO - Epoch(train) [20][10400/15807] lr: 3.0653e-06 eta: 0:48:16 time: 0.5266 data_time: 0.0017 memory: 12269 loss: 0.0908 loss_ctc: 0.0908 2022/12/29 16:17:50 - mmengine - INFO - Epoch(train) [20][10500/15807] lr: 3.0366e-06 eta: 0:47:23 time: 0.5201 data_time: 0.0017 memory: 12269 loss: 0.0983 loss_ctc: 0.0983 2022/12/29 16:18:44 - mmengine - INFO - Epoch(train) [20][10600/15807] lr: 3.0080e-06 eta: 0:46:29 time: 0.5219 data_time: 0.0016 memory: 12269 loss: 0.0768 loss_ctc: 0.0768 2022/12/29 16:19:19 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 16:19:37 - mmengine - INFO - Epoch(train) [20][10700/15807] lr: 2.9796e-06 eta: 0:45:36 time: 0.5171 data_time: 0.0028 memory: 12269 loss: 0.0918 loss_ctc: 0.0918 2022/12/29 16:20:30 - mmengine - INFO - Epoch(train) [20][10800/15807] lr: 2.9513e-06 eta: 0:44:42 time: 0.5169 data_time: 0.0017 memory: 12269 loss: 0.0876 loss_ctc: 0.0876 2022/12/29 16:21:23 - mmengine - INFO - Epoch(train) [20][10900/15807] lr: 2.9231e-06 eta: 0:43:48 time: 0.5130 data_time: 0.0034 memory: 12269 loss: 0.1042 loss_ctc: 0.1042 2022/12/29 16:22:17 - mmengine - INFO - Epoch(train) [20][11000/15807] lr: 2.8951e-06 eta: 0:42:55 time: 0.5796 data_time: 0.0026 memory: 12269 loss: 0.0955 loss_ctc: 0.0955 2022/12/29 16:23:10 - mmengine - INFO - Epoch(train) [20][11100/15807] lr: 2.8671e-06 eta: 0:42:01 time: 0.4895 data_time: 0.0020 memory: 12269 loss: 0.1237 loss_ctc: 0.1237 2022/12/29 16:24:03 - mmengine - INFO - Epoch(train) [20][11200/15807] lr: 2.8394e-06 eta: 0:41:08 time: 0.5250 data_time: 0.0021 memory: 12269 loss: 0.0843 loss_ctc: 0.0843 2022/12/29 16:24:56 - mmengine - INFO - Epoch(train) [20][11300/15807] lr: 2.8117e-06 eta: 0:40:14 time: 0.5007 data_time: 0.0016 memory: 12269 loss: 0.0858 loss_ctc: 0.0858 2022/12/29 16:25:49 - mmengine - INFO - Epoch(train) [20][11400/15807] lr: 2.7842e-06 eta: 0:39:21 time: 0.5219 data_time: 0.0015 memory: 12269 loss: 0.0859 loss_ctc: 0.0859 2022/12/29 16:26:41 - mmengine - INFO - Epoch(train) [20][11500/15807] lr: 2.7568e-06 eta: 0:38:27 time: 0.5448 data_time: 0.0037 memory: 12269 loss: 0.0886 loss_ctc: 0.0886 2022/12/29 16:27:35 - mmengine - INFO - Epoch(train) [20][11600/15807] lr: 2.7296e-06 eta: 0:37:33 time: 0.5335 data_time: 0.0017 memory: 12269 loss: 0.0885 loss_ctc: 0.0885 2022/12/29 16:28:11 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 16:28:29 - mmengine - INFO - Epoch(train) [20][11700/15807] lr: 2.7025e-06 eta: 0:36:40 time: 0.5307 data_time: 0.0017 memory: 12269 loss: 0.0873 loss_ctc: 0.0873 2022/12/29 16:29:21 - mmengine - INFO - Epoch(train) [20][11800/15807] lr: 2.6755e-06 eta: 0:35:46 time: 0.5007 data_time: 0.0017 memory: 12269 loss: 0.0976 loss_ctc: 0.0976 2022/12/29 16:30:14 - mmengine - INFO - Epoch(train) [20][11900/15807] lr: 2.6487e-06 eta: 0:34:53 time: 0.5002 data_time: 0.0017 memory: 12269 loss: 0.0830 loss_ctc: 0.0830 2022/12/29 16:31:08 - mmengine - INFO - Epoch(train) [20][12000/15807] lr: 2.6220e-06 eta: 0:33:59 time: 0.5087 data_time: 0.0030 memory: 12269 loss: 0.0933 loss_ctc: 0.0933 2022/12/29 16:32:01 - mmengine - INFO - Epoch(train) [20][12100/15807] lr: 2.5954e-06 eta: 0:33:05 time: 0.5238 data_time: 0.0019 memory: 12269 loss: 0.0860 loss_ctc: 0.0860 2022/12/29 16:32:54 - mmengine - INFO - Epoch(train) [20][12200/15807] lr: 2.5689e-06 eta: 0:32:12 time: 0.5063 data_time: 0.0017 memory: 12269 loss: 0.0810 loss_ctc: 0.0810 2022/12/29 16:33:48 - mmengine - INFO - Epoch(train) [20][12300/15807] lr: 2.5426e-06 eta: 0:31:18 time: 0.5485 data_time: 0.0038 memory: 12269 loss: 0.0925 loss_ctc: 0.0925 2022/12/29 16:34:43 - mmengine - INFO - Epoch(train) [20][12400/15807] lr: 2.5165e-06 eta: 0:30:25 time: 0.5111 data_time: 0.0022 memory: 12269 loss: 0.0719 loss_ctc: 0.0719 2022/12/29 16:35:36 - mmengine - INFO - Epoch(train) [20][12500/15807] lr: 2.4904e-06 eta: 0:29:31 time: 0.5300 data_time: 0.0016 memory: 12269 loss: 0.0961 loss_ctc: 0.0961 2022/12/29 16:36:30 - mmengine - INFO - Epoch(train) [20][12600/15807] lr: 2.4645e-06 eta: 0:28:38 time: 0.5699 data_time: 0.0023 memory: 12269 loss: 0.0720 loss_ctc: 0.0720 2022/12/29 16:37:05 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 16:37:23 - mmengine - INFO - Epoch(train) [20][12700/15807] lr: 2.4388e-06 eta: 0:27:44 time: 0.5233 data_time: 0.0019 memory: 12269 loss: 0.0857 loss_ctc: 0.0857 2022/12/29 16:38:16 - mmengine - INFO - Epoch(train) [20][12800/15807] lr: 2.4131e-06 eta: 0:26:50 time: 0.5226 data_time: 0.0022 memory: 12269 loss: 0.0732 loss_ctc: 0.0732 2022/12/29 16:39:10 - mmengine - INFO - Epoch(train) [20][12900/15807] lr: 2.3876e-06 eta: 0:25:57 time: 0.5632 data_time: 0.0025 memory: 12269 loss: 0.0734 loss_ctc: 0.0734 2022/12/29 16:40:03 - mmengine - INFO - Epoch(train) [20][13000/15807] lr: 2.3623e-06 eta: 0:25:03 time: 0.5346 data_time: 0.0016 memory: 12269 loss: 0.0913 loss_ctc: 0.0913 2022/12/29 16:40:56 - mmengine - INFO - Epoch(train) [20][13100/15807] lr: 2.3370e-06 eta: 0:24:10 time: 0.4897 data_time: 0.0018 memory: 12269 loss: 0.0774 loss_ctc: 0.0774 2022/12/29 16:41:49 - mmengine - INFO - Epoch(train) [20][13200/15807] lr: 2.3119e-06 eta: 0:23:16 time: 0.4938 data_time: 0.0031 memory: 12269 loss: 0.0859 loss_ctc: 0.0859 2022/12/29 16:42:41 - mmengine - INFO - Epoch(train) [20][13300/15807] lr: 2.2870e-06 eta: 0:22:23 time: 0.5320 data_time: 0.0037 memory: 12269 loss: 0.0725 loss_ctc: 0.0725 2022/12/29 16:43:35 - mmengine - INFO - Epoch(train) [20][13400/15807] lr: 2.2621e-06 eta: 0:21:29 time: 0.5694 data_time: 0.0018 memory: 12269 loss: 0.0640 loss_ctc: 0.0640 2022/12/29 16:44:28 - mmengine - INFO - Epoch(train) [20][13500/15807] lr: 2.2374e-06 eta: 0:20:35 time: 0.5119 data_time: 0.0019 memory: 12269 loss: 0.1043 loss_ctc: 0.1043 2022/12/29 16:45:22 - mmengine - INFO - Epoch(train) [20][13600/15807] lr: 2.2129e-06 eta: 0:19:42 time: 0.5434 data_time: 0.0015 memory: 12269 loss: 0.0922 loss_ctc: 0.0922 2022/12/29 16:45:58 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 16:46:16 - mmengine - INFO - Epoch(train) [20][13700/15807] lr: 2.1884e-06 eta: 0:18:48 time: 0.5288 data_time: 0.0026 memory: 12269 loss: 0.0774 loss_ctc: 0.0774 2022/12/29 16:47:09 - mmengine - INFO - Epoch(train) [20][13800/15807] lr: 2.1642e-06 eta: 0:17:55 time: 0.5018 data_time: 0.0016 memory: 12269 loss: 0.0944 loss_ctc: 0.0944 2022/12/29 16:48:03 - mmengine - INFO - Epoch(train) [20][13900/15807] lr: 2.1400e-06 eta: 0:17:01 time: 0.5247 data_time: 0.0023 memory: 12269 loss: 0.0985 loss_ctc: 0.0985 2022/12/29 16:48:56 - mmengine - INFO - Epoch(train) [20][14000/15807] lr: 2.1160e-06 eta: 0:16:08 time: 0.5080 data_time: 0.0015 memory: 12269 loss: 0.0933 loss_ctc: 0.0933 2022/12/29 16:49:49 - mmengine - INFO - Epoch(train) [20][14100/15807] lr: 2.0921e-06 eta: 0:15:14 time: 0.5191 data_time: 0.0023 memory: 12269 loss: 0.0754 loss_ctc: 0.0754 2022/12/29 16:50:43 - mmengine - INFO - Epoch(train) [20][14200/15807] lr: 2.0683e-06 eta: 0:14:20 time: 0.5275 data_time: 0.0036 memory: 12269 loss: 0.0781 loss_ctc: 0.0781 2022/12/29 16:51:36 - mmengine - INFO - Epoch(train) [20][14300/15807] lr: 2.0447e-06 eta: 0:13:27 time: 0.5416 data_time: 0.0020 memory: 12269 loss: 0.0931 loss_ctc: 0.0931 2022/12/29 16:52:30 - mmengine - INFO - Epoch(train) [20][14400/15807] lr: 2.0212e-06 eta: 0:12:33 time: 0.5117 data_time: 0.0020 memory: 12269 loss: 0.0908 loss_ctc: 0.0908 2022/12/29 16:53:24 - mmengine - INFO - Epoch(train) [20][14500/15807] lr: 1.9979e-06 eta: 0:11:40 time: 0.5224 data_time: 0.0016 memory: 12269 loss: 0.1139 loss_ctc: 0.1139 2022/12/29 16:54:17 - mmengine - INFO - Epoch(train) [20][14600/15807] lr: 1.9747e-06 eta: 0:10:46 time: 0.5680 data_time: 0.0024 memory: 12269 loss: 0.1100 loss_ctc: 0.1100 2022/12/29 16:54:53 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 16:55:11 - mmengine - INFO - Epoch(train) [20][14700/15807] lr: 1.9516e-06 eta: 0:09:53 time: 0.5219 data_time: 0.0018 memory: 12269 loss: 0.1006 loss_ctc: 0.1006 2022/12/29 16:56:04 - mmengine - INFO - Epoch(train) [20][14800/15807] lr: 1.9286e-06 eta: 0:08:59 time: 0.5063 data_time: 0.0021 memory: 12269 loss: 0.0820 loss_ctc: 0.0820 2022/12/29 16:56:57 - mmengine - INFO - Epoch(train) [20][14900/15807] lr: 1.9058e-06 eta: 0:08:05 time: 0.5227 data_time: 0.0017 memory: 12269 loss: 0.0870 loss_ctc: 0.0870 2022/12/29 16:57:50 - mmengine - INFO - Epoch(train) [20][15000/15807] lr: 1.8831e-06 eta: 0:07:12 time: 0.5552 data_time: 0.0020 memory: 12269 loss: 0.1031 loss_ctc: 0.1031 2022/12/29 16:58:43 - mmengine - INFO - Epoch(train) [20][15100/15807] lr: 1.8606e-06 eta: 0:06:18 time: 0.5465 data_time: 0.0018 memory: 12269 loss: 0.0865 loss_ctc: 0.0865 2022/12/29 16:59:37 - mmengine - INFO - Epoch(train) [20][15200/15807] lr: 1.8382e-06 eta: 0:05:25 time: 0.5820 data_time: 0.0021 memory: 12269 loss: 0.0687 loss_ctc: 0.0687 2022/12/29 17:00:31 - mmengine - INFO - Epoch(train) [20][15300/15807] lr: 1.8159e-06 eta: 0:04:31 time: 0.5438 data_time: 0.0022 memory: 12269 loss: 0.0775 loss_ctc: 0.0775 2022/12/29 17:01:24 - mmengine - INFO - Epoch(train) [20][15400/15807] lr: 1.7938e-06 eta: 0:03:38 time: 0.5370 data_time: 0.0019 memory: 12269 loss: 0.0805 loss_ctc: 0.0805 2022/12/29 17:02:18 - mmengine - INFO - Epoch(train) [20][15500/15807] lr: 1.7718e-06 eta: 0:02:44 time: 0.5600 data_time: 0.0020 memory: 12269 loss: 0.1063 loss_ctc: 0.1063 2022/12/29 17:03:11 - mmengine - INFO - Epoch(train) [20][15600/15807] lr: 1.7499e-06 eta: 0:01:50 time: 0.5055 data_time: 0.0036 memory: 12269 loss: 0.0843 loss_ctc: 0.0843 2022/12/29 17:03:47 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 17:04:04 - mmengine - INFO - Epoch(train) [20][15700/15807] lr: 1.7282e-06 eta: 0:00:57 time: 0.5306 data_time: 0.0016 memory: 12269 loss: 0.0830 loss_ctc: 0.0830 2022/12/29 17:04:56 - mmengine - INFO - Epoch(train) [20][15800/15807] lr: 1.7066e-06 eta: 0:00:03 time: 0.4732 data_time: 0.0016 memory: 12269 loss: 0.0611 loss_ctc: 0.0611 2022/12/29 17:04:59 - mmengine - INFO - Exp name: svtr-base_20e_st_mj_20221227_175415 2022/12/29 17:04:59 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/12/29 17:05:07 - mmengine - INFO - Epoch(val) [20][8/8] CUTE80/recog/word_acc: 0.1562 CUTE80/recog/word_acc_ignore_case: 0.8958 CUTE80/recog/word_acc_ignore_case_symbol: 0.8958 IIIT5K/recog/word_acc: 0.0650 IIIT5K/recog/word_acc_ignore_case: 0.8647 IIIT5K/recog/word_acc_ignore_case_symbol: 0.8647 SVT/recog/word_acc: 0.9057 SVT/recog/word_acc_ignore_case: 0.9057 SVT/recog/word_acc_ignore_case_symbol: 0.9057 SVTP/recog/word_acc: 0.0000 SVTP/recog/word_acc_ignore_case: 0.8465 SVTP/recog/word_acc_ignore_case_symbol: 0.8465 IC13/recog/word_acc: 0.2916 IC13/recog/word_acc_ignore_case: 0.9478 IC13/recog/word_acc_ignore_case_symbol: 0.9478 IC15/recog/word_acc: 0.1184 IC15/recog/word_acc_ignore_case: 0.7347 IC15/recog/word_acc_ignore_case_symbol: 0.7395 CUTE80/recog/char_recall: 0.9617 CUTE80/recog/char_precision: 0.9486 IIIT5K/recog/char_recall: 0.9929 IIIT5K/recog/char_precision: 0.9155 SVT/recog/char_recall: 0.9797 SVT/recog/char_precision: 0.9680 SVTP/recog/char_recall: 0.9440 SVTP/recog/char_precision: 0.9523 IC13/recog/char_recall: 0.9904 IC13/recog/char_precision: 0.9768 IC15/recog/char_recall: 0.9327 IC15/recog/char_precision: 0.8900