fastvideo.v1.pipelines.preprocess_pipeline

Contents

`fastvideo.v1.pipelines.preprocess_pipeline`#

T2V Data Preprocessing pipeline implementation.

This module contains an implementation of the T2V Data Preprocessing pipeline using the modular pipeline architecture.

Module Contents#

Classes#

PreprocessPipeline

Data#

`EntryClass`
`logger`

API#

fastvideo.v1.pipelines.preprocess_pipeline.EntryClass#: None

class fastvideo.v1.pipelines.preprocess_pipeline.PreprocessPipeline(model_path: str, fastvideo_args: fastvideo.v1.fastvideo_args.FastVideoArgs, config: Optional[Dict[str, Any]] = None, required_config_modules: Optional[List[str]] = None)[source]#

Bases: fastvideo.v1.pipelines.composed_pipeline_base.ComposedPipelineBase

create_pipeline_stages(fastvideo_args: fastvideo.v1.fastvideo_args.FastVideoArgs)[source]#: Set up pipeline stages with proper dependency injection.

forward(batch: fastvideo.v1.pipelines.pipeline_batch_info.ForwardBatch, fastvideo_args: fastvideo.v1.fastvideo_args.FastVideoArgs, args)[source]#

preprocess_validation_text(fastvideo_args: fastvideo.v1.fastvideo_args.FastVideoArgs, args)[source]#

preprocess_video_and_text(fastvideo_args: fastvideo.v1.fastvideo_args.FastVideoArgs, args)[source]#

static process_chunk_range(args: Any) → int[source]#

fastvideo.v1.pipelines.preprocess_pipeline.logger[source]#: ‘init_logger(…)’