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2023/06/06 05:00:46 - 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: 2142801404
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
------------------------------------------------------------
2023/06/06 05:00:50 - 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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
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/IF80w.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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
dict(type='PackInputs')
]),
dict(
type='CustomDataset',
data_root='/mnt/petrelfs/luzeyu/workspace/fakebench/dataset',
ann_file=
'/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/if-dpmsolver++-50-20w.tsv',
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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
dict(type='PackInputs')
]),
dict(
type='CustomDataset',
data_root='',
ann_file=
'/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/train/cc1m.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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
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/val/if-dpmsolver++-25-1w.tsv',
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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
dict(type='PackInputs')
]),
dict(
type='CustomDataset',
data_root='',
ann_file=
'/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/val/cc1w.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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
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/val/if-dpmsolver++-25-1w.tsv',
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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
dict(type='PackInputs')
]),
dict(
type='CustomDataset',
data_root='',
ann_file=
'/mnt/petrelfs/luzeyu/workspace/fakebench/dataset/meta/val/cc1w.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=0.5),
dict(type='GaussianBlur', radius=1.5, prob=0.5),
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_IF_1m_lr4e-4_aug_5e-1'
2023/06/06 05:01:01 - 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
--------------------
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.2.0.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.2.0.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.2.1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.3.0.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.3.0.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.downsample_layers.3.1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.0.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.1.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.2.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.3.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.4.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.5.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.6.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.7.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.8.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.9.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.10.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.11.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.12.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.13.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.14.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.14.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.14.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.14.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.14.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.14.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.15.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.15.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.15.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.15.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.15.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.15.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.16.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.17.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.18.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.18.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.18.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.18.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.18.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.18.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.19.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.19.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.19.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.19.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.19.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.19.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.20.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.20.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.20.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.20.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.20.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.20.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.21.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.21.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.21.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.21.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.21.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.21.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.22.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.23.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.24.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.24.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.24.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.24.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.24.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.24.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.25.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.2.26.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.0.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.1.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.gamma:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.depthwise_conv.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.norm.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.norm.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.pointwise_conv1.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.stages.3.2.pointwise_conv2.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.norm3.weight:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- backbone.norm3.bias:weight_decay=0.0
2023/06/06 05:01:14 - mmengine - INFO - paramwise_options -- head.fc.bias:weight_decay=0.0
2023/06/06 05:01:18 - 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
2023/06/06 05:01:18 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io
2023/06/06 05:01:18 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future.
2023/06/06 05:01:18 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/luzeyu/workspace/fakebench/mmpretrain/workdir/convnext_small_4xb256_IF_1m_lr4e-4_aug_5e-1.