1 repo
Centralized controllers for managing the interaction between data, hardware, and models.
Distinguishing note: Focuses on high-level orchestration rather than low-level execution.
Explore 1 awesome GitHub repository matching artificial intelligence & ml · Training Orchestrators. Refine with filters or upvote what's useful.
PyTorch Lightning is a deep learning research framework that provides a structured environment for organizing machine learning code. It functions as a unified trainer orchestrator, centralizing the execution flow by managing the interaction between hardware resources, data loaders, and model components. By decoupling model architecture from training logic, the framework enables researchers to maintain clean, modular codebases that remain portable across different environments. The framework distinguishes itself through a hardware-agnostic abstraction layer that scales deep learning workloads
Centralizes the execution flow by managing the interaction between hardware resources, data loaders, and model components during the training process.