fastvideo.configs.configs

`fastvideo.configs.configs`#

Module Contents#

Classes#

`DatasetType`	Enumeration for different dataset types.
`PreprocessConfig`	Configuration for preprocessing operations.
`VideoLoaderType`	Enumeration for different video loaders.

Data#

logger

API#

class fastvideo.configs.configs.DatasetType[source]#

Bases: str, enum.Enum

Enumeration for different dataset types.

Initialization

Initialize self. See help(type(self)) for accurate signature.

HF[source]#: ‘hf’

MERGED[source]#: ‘merged’

classmethod choices() → list[str][source]#: Get all available choices as strings for argparse.

classmethod from_string(value: str) → fastvideo.configs.configs.DatasetType[source]#: Convert string to DatasetType enum.

class fastvideo.configs.configs.PreprocessConfig[source]#

Configuration for preprocessing operations.

static add_cli_args(parser: fastvideo.utils.FlexibleArgumentParser, prefix: str = 'preprocess') → fastvideo.utils.FlexibleArgumentParser[source]#: Add preprocessing configuration arguments to the parser.

check_preprocess_config() → None[source]#

dataloader_num_workers: int[source]#: 1

dataset_output_dir: str[source]#: ‘./output’

dataset_path: str = <Multiline-String>[source]#

dataset_type: fastvideo.configs.configs.DatasetType[source]#: None

do_temporal_sample: bool[source]#: False

drop_short_ratio: float[source]#: 1.0

flush_frequency: int[source]#: 256

classmethod from_kwargs(kwargs: dict[str, Any]) → Optional[fastvideo.configs.configs.PreprocessConfig][source]#: Create PreprocessConfig from keyword arguments.

max_height: int[source]#: 480

max_width: int[source]#: 848

model_path: str = <Multiline-String>[source]#

num_frames: int[source]#: 163

preprocess_video_batch_size: int[source]#: 2

samples_per_file: int[source]#: 64

seed: int[source]#: 42

speed_factor: float[source]#: 1.0

train_fps: int[source]#: 30

training_cfg_rate: float[source]#: 0.0

video_length_tolerance_range: float[source]#: 2.0

video_loader_type: fastvideo.configs.configs.VideoLoaderType[source]#: None

class fastvideo.configs.configs.VideoLoaderType[source]#