Functions — github.com/alibaba-mmai-research/TAdaConv

Method__init__

(self, cfg, block_idx)

tadaconv/models/module_zoo/branches/slowfast_branch.py:21

Method__init__

Args: cfg (Config): global config object. block_idx (list): list of [stage_id, block_id], bot

tadaconv/models/module_zoo/branches/r2plus1d_branch.py:21

Method__init__

(self, cfg, block_idx)

tadaconv/models/module_zoo/branches/tada_branch.py:26

Method__init__

Args: cfg (Config): global config object. block_idx (list): list of [stage_id, block_id],

tadaconv/models/module_zoo/branches/r2d3d_branch.py:24

Method__init__

( self, cfg )

tadaconv/models/module_zoo/stems/r2plus1d_stem.py:18

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/module_zoo/stems/embedding_stem.py:63

Method__init__

(self, cfg)

tadaconv/models/module_zoo/stems/downsample_stem.py:17

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/module_zoo/heads/transformer_head.py:81

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/module_zoo/heads/slowfast_head.py:111

Method__init__

Args: cfg (Config): the global config object.

tadaconv/models/module_zoo/heads/mosi_head.py:79

Method__init__

Args: cfg (Config): the global config object.

tadaconv/models/module_zoo/heads/mosi_head.py:140

Method__init__

Args: cfg (Config): the global config object.

tadaconv/models/module_zoo/heads/bmn_head.py:24

Method__init__

(self, params, lr=required, momentum=0, da

tadaconv/models/utils/lars.py:35

Method__init__

(self, model, decay=0.9999, device=None)

tadaconv/models/utils/model_ema.py:27

Method__init__

Args: reduction: defined for compatibility with other losses.

tadaconv/models/utils/losses.py:21

Method__init__

(self, cfg, stage_idx, mode)

tadaconv/models/base/slowfast.py:120

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/models.py:26

Method__init__

(self, dim, mult=4, ff_dropout=0.)

tadaconv/models/base/transformer.py:24

Method__init__

Args: cfg (Config): global config object. drop_path_rate (float): rate for drop path.

tadaconv/models/base/transformer.py:147

Method__init__

Args: cfg (Config): global config object. drop_path_rate (float): rate for drop path.

tadaconv/models/base/transformer.py:179

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/transformer.py:223

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/transformer.py:292

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/base_blocks.py:29

Method__init__

Args: cfg (Config): global config object. block_idx (list): list of [stage_id, block_id], bot

tadaconv/models/base/base_blocks.py:68

Method__init__

Args: cfg (Config): global config object. block_idx (list): list of [stage_id, block_id], both starting

tadaconv/models/base/base_blocks.py:108

Method__init__

Args: num_blocks (int): number of blocks contained in this res-stage. stage_idx (int): the stage index of this res-s

tadaconv/models/base/base_blocks.py:162

Method__init__

(self, cfg, in_planes, out_planes, kernel_size, stride, padding=0)

tadaconv/models/base/base_blocks.py:222

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/base_blocks.py:247

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/base_blocks.py:307

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/base_blocks.py:445

Method__init__

(self, drop_prob=None, mode="BLC", num_frames=None)

tadaconv/models/base/base_blocks.py:534

Method__init__

Args: cfg (Config): global config object.

tadaconv/models/base/backbone.py:98

Method__init__

(self, cfg)

tadaconv/models/base/backbone.py:187

Method__init__

(self, cfg)

tadaconv/models/base/backbone.py:221

Method__init__

(self, cfg)

tadaconv/models/base/backbone.py:321

Method__iter__

(self)

tadaconv/utils/sampler.py:68

Method__iter__

(self)

tadaconv/utils/val_dist_sampler.py:96

Method__len__

(self)

tadaconv/utils/sampler.py:90

Method__len__

(self)

tadaconv/utils/val_dist_sampler.py:99

Method__len__

Returns the number of samples.

tadaconv/datasets/base/base_dataset.py:476

Method__repr__

(self)

tadaconv/utils/config.py:258

Method__repr__

(self)

tadaconv/datasets/utils/auto_augment.py:350

Method__repr__

(self)

tadaconv/datasets/utils/auto_augment.py:517

Method__repr__

(self)

tadaconv/datasets/utils/auto_augment.py:651

Method__repr__

(self)

tadaconv/datasets/utils/auto_augment.py:816

Method__repr__

(self)

tadaconv/datasets/utils/transformations.py:140

Method__repr__

(self)

tadaconv/models/module_zoo/ops/tadaconv.py:154

Method__repr__

(self)

tadaconv/models/module_zoo/ops/tadaconv.py:248

Method__repr__

(self)

tadaconv/models/module_zoo/ops/tadaconv_v2.py:264

Method__repr__

(self)

tadaconv/models/base/base_blocks.py:554

Method__setstate__

(self, state)

tadaconv/models/utils/lars.py:61

Method_config_transform

Configs the transform for the dataset. For train, we apply random cropping, random horizontal flip, random color jitter (optionally),

tadaconv/datasets/base/imagenet.py:78

Method_construct_block

( self, cfg, dim_in, num_filters, kernel_sz, stride,

tadaconv/models/module_zoo/stems/r2plus1d_stem.py:24

Method_construct_bottleneck

(self)

tadaconv/models/module_zoo/branches/csn_branch.py:28

Method_construct_bottleneck

(self)

tadaconv/models/module_zoo/branches/slowfast_branch.py:47

Method_construct_bottleneck

(self)

tadaconv/models/module_zoo/branches/r2plus1d_branch.py:81

Method_construct_bottleneck

(self)

tadaconv/models/module_zoo/branches/tada_branch.py:31

Method_construct_bottleneck

(self)

tadaconv/models/module_zoo/branches/r2d3d_branch.py:54

Method_construct_head

( self, dim, num_classes, dropout_rate, activation_func, )

tadaconv/models/module_zoo/heads/transformer_head.py:28

Method_construct_head

( self, dim, num_classes, dropout_rate, activation_func, )

tadaconv/models/module_zoo/heads/transformer_head.py:89

Method_construct_head

( self, dim, num_classes, dropout_rate, activation_func )

tadaconv/models/module_zoo/heads/mosi_head.py:26

Method_construct_head

( self, dim, num_classes, dropout_rate, activation_func )

tadaconv/models/module_zoo/heads/mosi_head.py:87

Method_construct_head

( self, dim, num_classes, dropout_rate, activation_func )

tadaconv/models/module_zoo/heads/mosi_head.py:152

Method_construct_head

( self, dim, num_classes, dropout_rate, activation_func, )

tadaconv/models/base/base_blocks.py:452

Method_construct_simple_block

(self)

tadaconv/models/module_zoo/branches/slowfast_branch.py:24

Method_construct_simple_block

(self)

tadaconv/models/module_zoo/branches/r2plus1d_branch.py:29

Method_construct_simple_block

(self)

tadaconv/models/module_zoo/branches/r2d3d_branch.py:32

Method_custom_sampling

(self, vid_length, vid_fps, clip_idx, num_clips, num_frames, interval=2, random_sample=True)

tadaconv/datasets/base/hmdb51.py:65

Method_custom_sampling

(self, vid_length, vid_fps, clip_idx, num_clips, num_frames, interval=2, random_sample=True)

tadaconv/datasets/base/ssv2.py:64

Method_custom_sampling

(self, vid_length, vid_fps, clip_idx, num_clips, num_frames, interval=2, random_sample=True)

tadaconv/datasets/base/epickitchen100.py:94

Method_custom_sampling

(self, vid_length, vid_fps, clip_idx, num_clips, num_frames, interval=2, random_sample=True)

tadaconv/datasets/base/ucf101.py:65

Method_custom_sampling

(self, vid_length, vid_fps, clip_idx, num_clips, num_frames, interval=2, random_sample=True)

tadaconv/datasets/base/kinetics400.py:65

Method_decode_image

Decodes the image given the sample info. Args: sample_info (dict): containing the "path" key specifying the l

tadaconv/datasets/base/base_dataset.py:304

Method_decode_video

Decodes the video given the sample info. Args: sample_info (dict): containing the "path" key specifying the l

tadaconv/datasets/base/base_dataset.py:226

Function_enhance_increasing_level_to_arg

(level, _hparams)

tadaconv/datasets/utils/auto_augment.py:185

Function_enhance_level_to_arg

(level, _hparams)

tadaconv/datasets/utils/auto_augment.py:180

Method_filter_negtive_segments

Filter too short action segments, which have no help for training.

tadaconv/datasets/base/epickitchen100_feature.py:96

Method_get_dataset_list_name

Returns the list for the dataset. Returns: name (str): name of the list to be read

tadaconv/datasets/base/hmdb51.py:28

Method_get_dataset_list_name

Returns the list for the dataset. Returns: name (str): name of the list to be read

tadaconv/datasets/base/ssv2.py:28

Method_get_dataset_list_name

Returns the list for the dataset. Returns: name (str): name of the list to be read

tadaconv/datasets/base/imagenet.py:37

Method_get_dataset_list_name

Returns the list for the dataset. Returns: dataset_list_name (str)

tadaconv/datasets/base/epickitchen100.py:28

Method_get_dataset_list_name

Returns the list for the dataset. Returns: name (str): name of the list to be read

tadaconv/datasets/base/ucf101.py:28

Method_get_dataset_list_name

Returns the list for the dataset. Returns: name (str): name of the list to be read

tadaconv/datasets/base/kinetics400.py:28

Method_get_sample_info

Returns the sample info corresponding to the index. Args: index (int): target index Returns: sample_

tadaconv/datasets/base/hmdb51.py:40

Method_get_sample_info

Returns the sample info corresponding to the index. Args: index (int): target index Returns: sample_

tadaconv/datasets/base/imagenet.py:57

Method_get_sample_info

Returns the sample info corresponding to the index. Args: index (int): target index Returns: sample_

tadaconv/datasets/base/epickitchen100.py:45

Method_get_sample_info

Returns the sample info corresponding to the index. Args: index (int): target index Returns: sample_

tadaconv/datasets/base/ucf101.py:40

Method_get_sample_info

Returns the sample info corresponding to the index. Args: index (int): target index Returns: sample_

tadaconv/datasets/base/kinetics400.py:40

Method_get_ssl_label

(self)

tadaconv/datasets/base/hmdb51.py:68

Method_get_ssl_label

(self)

tadaconv/datasets/base/ssv2.py:67

Method_get_ssl_label

Uses cfg to obtain ssl label. Returns: ssl_label (dict): self-supervised labels

tadaconv/datasets/base/base_dataset.py:118

Method_get_ssl_label

(self)

tadaconv/datasets/base/epickitchen100.py:97

Method_get_ssl_label

(self)

tadaconv/datasets/base/ucf101.py:68

Method_get_ssl_label

(self)

tadaconv/datasets/base/kinetics400.py:68

Function_init_transformer_weights

(m)

tadaconv/models/utils/init_helper.py:103

Method_init_weights

(self, m)

tadaconv/models/module_zoo/ops/tadaconv_v2.py:200

Method_init_weights

(self, m)

tadaconv/models/module_zoo/branches/tadaformer.py:134

Method_init_weights

(self, m)

tadaconv/models/base/backbone.py:362

Function_posterize_increasing_level_to_arg

(level, hparams)

tadaconv/datasets/utils/auto_augment.py:222

Function_posterize_original_level_to_arg

(level, _hparams)

tadaconv/datasets/utils/auto_augment.py:229

Functions571 in github.com/alibaba-mmai-research/TAdaConv