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Developers Guide

Code Organization

In this section, we describe the structure of the codebase.

Representations

In hydra/components, we define the two key components of Hydra, the executor (which runs forward and backward passes), and the partitioner, which determines how to chunk a model architecture.

Orchestrator/Task

In hydra/ModelOrchestrator.py and hydra/ModelTask.py, we introduce the critical operators of Hydra that determine execution tasks and orchestrate training.

Tests & Examples

In the examples folder, we provide example training pipelines with Hydra.