2023/06/05 01:09:29 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.10.9 (main, Mar 8 2023, 10:47:38) [GCC 11.2.0] CUDA available: True numpy_random_seed: 752651729 GPU 0,1,2,3: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/petrelfs/share/cuda-11.6 NVCC: Cuda compilation tools, release 11.6, V11.6.124 GCC: gcc (GCC) 7.5.0 PyTorch: 1.13.1 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 11.6 - 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 2.6.1 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.6, 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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.14.1 OpenCV: 4.7.0 MMEngine: 0.7.3 Runtime environment: cudnn_benchmark: True mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: None deterministic: False Distributed launcher: slurm Distributed training: True GPU number: 4 ------------------------------------------------------------ 2023/06/05 01:09:33 - mmengine - INFO - Config: optim_wrapper = dict( optimizer=dict( type='AdamW', lr=0.0004, weight_decay=0.05, eps=1e-08, betas=(0.9, 0.999), _scope_='mmpretrain'), paramwise_cfg=dict( norm_decay_mult=0.0, bias_decay_mult=0.0, flat_decay_mult=0.0, custom_keys=dict({ '.absolute_pos_embed': dict(decay_mult=0.0), '.relative_position_bias_table': dict(decay_mult=0.0) })), type='AmpOptimWrapper', dtype='bfloat16', clip_grad=None) param_scheduler = [ dict(type='CosineAnnealingLR', eta_min=1e-05, by_epoch=False, begin=0) ] train_cfg = dict(by_epoch=True, max_epochs=10, val_interval=1) val_cfg = dict() test_cfg = dict() auto_scale_lr = dict(base_batch_size=4096) model = dict( type='ImageClassifier', backbone=dict( frozen_stages=2, type='ConvNeXt', arch='small', drop_path_rate=0.4, init_cfg=dict( type='Pretrained', checkpoint= 'https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth', prefix='backbone')), head=dict( type='LinearClsHead', num_classes=2, in_channels=768, loss=dict(type='CrossEntropyLoss', loss_weight=1.0), init_cfg=None), init_cfg=dict( type='TruncNormal', layer=['Conv2d', 'Linear'], std=0.02, bias=0.0), train_cfg=None) dataset_type = 'CustomDataset' data_preprocessor = dict( num_classes=2, mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) bgr_mean = [103.53, 116.28, 123.675] bgr_std = [57.375, 57.12, 58.395] train_pipeline = [ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', scale=224, backend='pillow', interpolation='bicubic'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='JPEG', compress_val=65, prob=0.1), dict(type='GaussianBlur', radius=1.5, prob=0.1), dict(type='PackInputs') ] test_pipeline = [ dict(type='LoadImageFromFile'), dict( type='ResizeEdge', scale=256, edge='short', backend='pillow', interpolation='bicubic'), dict(type='CenterCrop', crop_size=224), dict(type='PackInputs') ] train_dataloader = dict( pin_memory=True, persistent_workers=True, collate_fn=dict(type='default_collate'), batch_size=256, num_workers=10, dataset=dict( type='ConcatDataset', datasets=[ dict( type='CustomDataset', data_root='/mnt/petrelfs/luzeyu/workspace/fakebench/dataset', ann_file= '/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/stylegan3fake8w.csv', pipeline=[ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', scale=224, backend='pillow', interpolation='bicubic'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='JPEG', compress_val=65, prob=0.1), dict(type='GaussianBlur', radius=1.5, prob=0.1), dict(type='PackInputs') ]), dict( type='CustomDataset', data_root='/mnt/petrelfs/luzeyu/workspace/fakebench/dataset', ann_file= '/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/stylegan3real8w.csv', pipeline=[ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', scale=224, backend='pillow', interpolation='bicubic'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='JPEG', compress_val=65, prob=0.1), dict(type='GaussianBlur', radius=1.5, prob=0.1), dict(type='PackInputs') ]) ]), sampler=dict(type='DefaultSampler', shuffle=True)) val_dataloader = dict( pin_memory=True, persistent_workers=True, collate_fn=dict(type='default_collate'), batch_size=256, num_workers=10, dataset=dict( type='ConcatDataset', datasets=[ dict( type='CustomDataset', data_root='/mnt/petrelfs/luzeyu/workspace/fakebench/dataset', ann_file= '/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/stylegan3fake8w.csv', pipeline=[ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', scale=224, backend='pillow', interpolation='bicubic'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='JPEG', compress_val=65, prob=0.1), dict(type='GaussianBlur', radius=1.5, prob=0.1), dict(type='PackInputs') ]), dict( type='CustomDataset', data_root='/mnt/petrelfs/luzeyu/workspace/fakebench/dataset', ann_file= '/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/stylegan3real8w.csv', pipeline=[ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', scale=224, backend='pillow', interpolation='bicubic'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='JPEG', compress_val=65, prob=0.1), dict(type='GaussianBlur', radius=1.5, prob=0.1), dict(type='PackInputs') ]) ]), sampler=dict(type='DefaultSampler', shuffle=False)) val_evaluator = [ dict(type='Accuracy', topk=1), dict(type='SingleLabelMetric', average=None) ] test_dataloader = dict( pin_memory=True, persistent_workers=True, collate_fn=dict(type='default_collate'), batch_size=256, num_workers=10, dataset=dict( type='ConcatDataset', datasets=[ dict( type='CustomDataset', data_root='/mnt/petrelfs/luzeyu/workspace/fakebench/dataset', ann_file= '/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/stylegan3fake8w.csv', pipeline=[ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', scale=224, backend='pillow', interpolation='bicubic'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='JPEG', compress_val=65, prob=0.1), dict(type='GaussianBlur', radius=1.5, prob=0.1), dict(type='PackInputs') ]), dict( type='CustomDataset', data_root='/mnt/petrelfs/luzeyu/workspace/fakebench/dataset', ann_file= '/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/stylegan3real8w.csv', pipeline=[ dict(type='LoadImageFromFile'), dict( type='RandomResizedCrop', scale=224, backend='pillow', interpolation='bicubic'), dict(type='RandomFlip', prob=0.5, direction='horizontal'), dict(type='JPEG', compress_val=65, prob=0.1), dict(type='GaussianBlur', radius=1.5, prob=0.1), dict(type='PackInputs') ]) ]), sampler=dict(type='DefaultSampler', shuffle=False)) test_evaluator = [ dict(type='Accuracy', topk=1), dict(type='SingleLabelMetric', average=None) ] custom_hooks = [dict(type='EMAHook', momentum=0.0001, priority='ABOVE_NORMAL')] default_scope = 'mmpretrain' 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'), visualization=dict(type='VisualizationHook', enable=True)) env_cfg = dict( cudnn_benchmark=True, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='UniversalVisualizer', vis_backends=[ dict(type='LocalVisBackend'), dict(type='TensorboardVisBackend') ]) log_level = 'INFO' load_from = None resume = False randomness = dict(seed=None, deterministic=False) launcher = 'slurm' work_dir = 'workdir/convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1' 2023/06/05 01:09:44 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (ABOVE_NORMAL) EMAHook (BELOW_NORMAL) LoggerHook -------------------- after_load_checkpoint: (ABOVE_NORMAL) EMAHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (ABOVE_NORMAL) EMAHook (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 (ABOVE_NORMAL) EMAHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (ABOVE_NORMAL) EMAHook (NORMAL ) IterTimerHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (ABOVE_NORMAL) EMAHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_save_checkpoint: (ABOVE_NORMAL) EMAHook -------------------- after_train: (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (ABOVE_NORMAL) EMAHook (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (NORMAL ) VisualizationHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (ABOVE_NORMAL) EMAHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.2.0.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.2.0.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.2.1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.3.0.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.3.0.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.3.1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- 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01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- 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backbone.stages.2.22.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - 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2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.gamma:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.depthwise_conv.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.norm.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.norm.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.pointwise_conv1.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.pointwise_conv2.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.norm3.weight:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- backbone.norm3.bias:weight_decay=0.0 2023/06/05 01:09:49 - mmengine - INFO - paramwise_options -- head.fc.bias:weight_decay=0.0 2023/06/05 01:09:54 - mmengine - INFO - load backbone in model from: https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth Name of parameter - Initialization information backbone.downsample_layers.0.0.weight - torch.Size([96, 3, 4, 4]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.0.0.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.0.1.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.0.1.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.1.0.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.1.0.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.1.1.weight - torch.Size([192, 96, 2, 2]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.1.1.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.2.0.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.2.0.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.2.1.weight - torch.Size([384, 192, 2, 2]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.2.1.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.3.0.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.3.0.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.3.1.weight - torch.Size([768, 384, 2, 2]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.downsample_layers.3.1.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.gamma - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.depthwise_conv.weight - torch.Size([96, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.depthwise_conv.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.norm.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.norm.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.pointwise_conv1.weight - torch.Size([384, 96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.pointwise_conv1.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.pointwise_conv2.weight - torch.Size([96, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.0.pointwise_conv2.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.gamma - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.depthwise_conv.weight - torch.Size([96, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.depthwise_conv.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.norm.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.norm.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.pointwise_conv1.weight - torch.Size([384, 96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.pointwise_conv1.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.pointwise_conv2.weight - torch.Size([96, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.1.pointwise_conv2.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.gamma - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.depthwise_conv.weight - torch.Size([96, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.depthwise_conv.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.norm.weight - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.norm.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.pointwise_conv1.weight - torch.Size([384, 96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.pointwise_conv1.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.pointwise_conv2.weight - torch.Size([96, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.0.2.pointwise_conv2.bias - torch.Size([96]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.gamma - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.depthwise_conv.weight - torch.Size([192, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.depthwise_conv.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.norm.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.norm.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.pointwise_conv1.weight - torch.Size([768, 192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.pointwise_conv1.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.pointwise_conv2.weight - torch.Size([192, 768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.0.pointwise_conv2.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.gamma - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.depthwise_conv.weight - torch.Size([192, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.depthwise_conv.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.norm.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.norm.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.pointwise_conv1.weight - torch.Size([768, 192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.pointwise_conv1.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.pointwise_conv2.weight - torch.Size([192, 768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.1.pointwise_conv2.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.gamma - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.depthwise_conv.weight - torch.Size([192, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.depthwise_conv.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.norm.weight - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.norm.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.pointwise_conv1.weight - torch.Size([768, 192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.pointwise_conv1.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.pointwise_conv2.weight - torch.Size([192, 768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.1.2.pointwise_conv2.bias - torch.Size([192]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.0.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.1.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.2.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.3.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.4.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.5.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.6.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.7.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.8.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.9.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.10.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.11.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.12.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.13.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.14.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.15.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.16.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.17.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.18.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.19.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.20.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.21.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.22.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.23.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.24.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.25.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.gamma - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.depthwise_conv.weight - torch.Size([384, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.depthwise_conv.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.norm.weight - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.norm.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.pointwise_conv1.weight - torch.Size([1536, 384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.pointwise_conv1.bias - torch.Size([1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.pointwise_conv2.weight - torch.Size([384, 1536]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.2.26.pointwise_conv2.bias - torch.Size([384]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.gamma - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.depthwise_conv.weight - torch.Size([768, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.depthwise_conv.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.norm.weight - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.norm.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.pointwise_conv1.weight - torch.Size([3072, 768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.pointwise_conv1.bias - torch.Size([3072]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.pointwise_conv2.weight - torch.Size([768, 3072]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.0.pointwise_conv2.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.gamma - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.depthwise_conv.weight - torch.Size([768, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.depthwise_conv.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.norm.weight - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.norm.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.pointwise_conv1.weight - torch.Size([3072, 768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.pointwise_conv1.bias - torch.Size([3072]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.pointwise_conv2.weight - torch.Size([768, 3072]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.1.pointwise_conv2.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.gamma - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.depthwise_conv.weight - torch.Size([768, 1, 7, 7]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.depthwise_conv.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.norm.weight - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.norm.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.pointwise_conv1.weight - torch.Size([3072, 768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.pointwise_conv1.bias - torch.Size([3072]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.pointwise_conv2.weight - torch.Size([768, 3072]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.stages.3.2.pointwise_conv2.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.norm3.weight - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth backbone.norm3.bias - torch.Size([768]): PretrainedInit: load from https://download.openmmlab.com/mmclassification/v0/convnext/convnext-small_in21k-pre_3rdparty_in1k_20221219-aeca4c93.pth head.fc.weight - torch.Size([2, 768]): TruncNormalInit: a=-2, b=2, mean=0, std=0.02, bias=0.0 head.fc.bias - torch.Size([2]): TruncNormalInit: a=-2, b=2, mean=0, std=0.02, bias=0.0 2023/06/05 01:09:55 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2023/06/05 01:09:55 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2023/06/05 01:09:55 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/luzeyu/workspace/fakebench/mmpretrain/workdir/convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1. 2023/06/05 01:12:06 - mmengine - INFO - Epoch(train) [1][100/171] lr: 3.9678e-04 eta: 0:35:23 time: 1.2840 data_time: 0.0020 memory: 15587 loss: 0.0609 2023/06/05 01:13:37 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 01:13:37 - mmengine - INFO - Saving checkpoint at 1 epochs 2023/06/05 01:15:48 - mmengine - INFO - Epoch(val) [1][100/171] eta: 0:01:28 time: 0.4135 data_time: 0.0070 memory: 15587 2023/06/05 01:19:02 - mmengine - INFO - Epoch(val) [1][171/171] accuracy/top1: 49.9691 single-label/precision_classwise: [49.969093322753906, 0.0] single-label/recall_classwise: [100.0, 0.0] single-label/f1-score_classwise: [66.63919067382812, 0.0] data_time: 1.1121 time: 1.5349 2023/06/05 01:21:12 - mmengine - INFO - Epoch(train) [2][100/171] lr: 3.7650e-04 eta: 0:31:10 time: 1.3321 data_time: 0.0017 memory: 15582 loss: 0.0376 2023/06/05 01:22:43 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 01:22:43 - mmengine - INFO - Saving checkpoint at 2 epochs 2023/06/05 01:24:52 - mmengine - INFO - Epoch(val) [2][100/171] eta: 0:01:27 time: 0.4149 data_time: 0.0070 memory: 15582 2023/06/05 01:28:09 - mmengine - INFO - Epoch(val) [2][171/171] accuracy/top1: 49.9691 single-label/precision_classwise: [49.969093322753906, 0.0] single-label/recall_classwise: [100.0, 0.0] single-label/f1-score_classwise: [66.63919067382812, 0.0] data_time: 1.1107 time: 1.5214 2023/06/05 01:30:19 - mmengine - INFO - Epoch(train) [3][100/171] lr: 3.3942e-04 eta: 0:27:25 time: 1.2439 data_time: 0.0020 memory: 15582 loss: 0.0287 2023/06/05 01:31:46 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 01:31:46 - mmengine - INFO - Saving checkpoint at 3 epochs 2023/06/05 01:33:55 - mmengine - INFO - Epoch(val) [3][100/171] eta: 0:01:27 time: 0.4142 data_time: 0.0072 memory: 15582 2023/06/05 01:37:09 - mmengine - INFO - Epoch(val) [3][171/171] accuracy/top1: 49.9697 single-label/precision_classwise: [49.96937942504883, 100.0] single-label/recall_classwise: [100.0, 0.0011439815862104297] single-label/f1-score_classwise: [66.63944244384766, 0.00228793709538877] data_time: 1.1135 time: 1.5247 2023/06/05 01:39:23 - mmengine - INFO - Epoch(train) [4][100/171] lr: 2.8919e-04 eta: 0:23:42 time: 1.2642 data_time: 0.0280 memory: 15582 loss: 0.0196 2023/06/05 01:40:54 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 01:40:54 - mmengine - INFO - Saving checkpoint at 4 epochs 2023/06/05 01:43:05 - mmengine - INFO - Epoch(val) [4][100/171] eta: 0:01:28 time: 0.4137 data_time: 0.0070 memory: 15582 2023/06/05 01:46:21 - mmengine - INFO - Epoch(val) [4][171/171] accuracy/top1: 49.9737 single-label/precision_classwise: [49.97138214111328, 100.0] single-label/recall_classwise: [100.0, 0.009151852689683437] single-label/f1-score_classwise: [66.64122772216797, 0.018302028998732567] data_time: 1.1249 time: 1.5353 2023/06/05 01:48:30 - mmengine - INFO - Epoch(train) [5][100/171] lr: 2.3072e-04 eta: 0:19:59 time: 1.1882 data_time: 0.0024 memory: 15582 loss: 0.0105 2023/06/05 01:50:01 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 01:50:01 - mmengine - INFO - Saving checkpoint at 5 epochs 2023/06/05 01:52:11 - mmengine - INFO - Epoch(val) [5][100/171] eta: 0:01:27 time: 0.4152 data_time: 0.0079 memory: 15582 2023/06/05 01:55:28 - mmengine - INFO - Epoch(val) [5][171/171] accuracy/top1: 49.9857 single-label/precision_classwise: [49.97739028930664, 100.0] single-label/recall_classwise: [100.0, 0.03317546471953392] single-label/f1-score_classwise: [66.64656829833984, 0.06632892787456512] data_time: 1.1309 time: 1.5400 2023/06/05 01:57:43 - mmengine - INFO - Epoch(train) [6][100/171] lr: 1.6973e-04 eta: 0:16:20 time: 1.2903 data_time: 0.0017 memory: 15582 loss: 0.0130 2023/06/05 01:58:43 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 01:59:15 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 01:59:15 - mmengine - INFO - Saving checkpoint at 6 epochs 2023/06/05 02:01:25 - mmengine - INFO - Epoch(val) [6][100/171] eta: 0:01:27 time: 0.4138 data_time: 0.0065 memory: 15582 2023/06/05 02:04:42 - mmengine - INFO - Epoch(val) [6][171/171] accuracy/top1: 50.0177 single-label/precision_classwise: [49.993412017822266, 96.70330047607422] single-label/recall_classwise: [99.99656677246094, 0.10067036747932434] single-label/f1-score_classwise: [66.66004943847656, 0.20113135874271393] data_time: 1.1584 time: 1.5693 2023/06/05 02:07:00 - mmengine - INFO - Epoch(train) [7][100/171] lr: 1.1219e-04 eta: 0:12:42 time: 1.3285 data_time: 0.0017 memory: 15582 loss: 0.0124 2023/06/05 02:08:31 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 02:08:31 - mmengine - INFO - Saving checkpoint at 7 epochs 2023/06/05 02:10:41 - mmengine - INFO - Epoch(val) [7][100/171] eta: 0:01:27 time: 0.4140 data_time: 0.0069 memory: 15582 2023/06/05 02:13:56 - mmengine - INFO - Epoch(val) [7][171/171] accuracy/top1: 50.0767 single-label/precision_classwise: [50.022918701171875, 97.47474670410156] single-label/recall_classwise: [99.99427032470703, 0.22078843414783478] single-label/f1-score_classwise: [66.6857681274414, 0.4405789375305176] data_time: 1.1618 time: 1.5730 2023/06/05 02:16:07 - mmengine - INFO - Epoch(train) [8][100/171] lr: 6.3737e-05 eta: 0:08:59 time: 1.2254 data_time: 0.0020 memory: 15582 loss: 0.0079 2023/06/05 02:17:34 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 02:17:34 - mmengine - INFO - Saving checkpoint at 8 epochs 2023/06/05 02:19:44 - mmengine - INFO - Epoch(val) [8][100/171] eta: 0:01:27 time: 0.4135 data_time: 0.0068 memory: 15582 2023/06/05 02:22:57 - mmengine - INFO - Epoch(val) [8][171/171] accuracy/top1: 50.1688 single-label/precision_classwise: [50.069122314453125, 95.09043884277344] single-label/recall_classwise: [99.97824096679688, 0.4209851920604706] single-label/f1-score_classwise: [66.72323608398438, 0.838259220123291] data_time: 1.1212 time: 1.5301 2023/06/05 02:25:11 - mmengine - INFO - Epoch(train) [9][100/171] lr: 2.9112e-05 eta: 0:05:15 time: 1.2187 data_time: 0.0017 memory: 15582 loss: 0.0089 2023/06/05 02:26:40 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 02:26:40 - mmengine - INFO - Saving checkpoint at 9 epochs 2023/06/05 02:28:48 - mmengine - INFO - Epoch(val) [9][100/171] eta: 0:01:26 time: 0.4139 data_time: 0.0070 memory: 15582 2023/06/05 02:32:06 - mmengine - INFO - Epoch(val) [9][171/171] accuracy/top1: 50.3142 single-label/precision_classwise: [50.142215728759766, 93.75907135009766] single-label/recall_classwise: [99.95075225830078, 0.7390120625495911] single-label/f1-score_classwise: [66.78196716308594, 1.4664653539657593] data_time: 1.1056 time: 1.5157 2023/06/05 02:34:21 - mmengine - INFO - Epoch(train) [10][100/171] lr: 1.1704e-05 eta: 0:01:32 time: 1.2197 data_time: 0.0015 memory: 15582 loss: 0.0083 2023/06/05 02:35:49 - mmengine - INFO - Exp name: convnext_small_4xb256_stylegan3_1m_lr4e-4_aug_5e-1_20230605_010924 2023/06/05 02:35:49 - mmengine - INFO - Saving checkpoint at 10 epochs 2023/06/05 02:37:57 - mmengine - INFO - Epoch(val) [10][100/171] eta: 0:01:26 time: 0.4165 data_time: 0.0081 memory: 15582 2023/06/05 02:41:11 - mmengine - INFO - Epoch(val) [10][171/171] accuracy/top1: 50.4894 single-label/precision_classwise: [50.23061752319336, 93.16239166259766] single-label/recall_classwise: [99.91753387451172, 1.1222457885742188] single-label/f1-score_classwise: [66.85289764404297, 2.21777606010437] data_time: 1.0866 time: 1.4986