ExamplesΒΆ

image_dataloading

Benchmark the performance of loading images from local file system to GPUs.

video_dataloading

This example uses SPDL to decode and batch video frames, then send them to GPU.

imagenet_classification

Benchmark the performance of loading images from local file systems and classifying them using a GPU.

multi_thread_preprocessing

This example shows how to run PyTorch tarnsform in SPDL Pipeline, and compares its performance against PyTorch DataLoader.