PyTorch DataLoader Pipeline
Understanding how PyTorch DataLoader moves data from disk through CPU to GPU, including Dataset, Sampler, Workers, and Collate components.
4 min readConcept
Explore machine learning concepts related to dataloader. Clear explanations and practical insights.
Understanding how PyTorch DataLoader moves data from disk through CPU to GPU, including Dataset, Sampler, Workers, and Collate components.
Deep dive into PyTorch DataLoader num_workers parameter: how parallel workers prefetch data, optimal configuration, and common pitfalls.