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By orchestra-research

ml-training-recipes

orchestra-research835 installs

Train and debug your PyTorch neural networks.

What it does

Guides neural-network training with PyTorch recipes for model selection, optimization, debugging, and controlled experiments.

When to use it

Use when training or fine-tuning neural networks, investigating loss spikes or out-of-memory errors, selecting architectures, or improving GPU throughput.

How to use it

It changes how the agent selects, trains, tunes, and debugs neural networks in the project.

What you provide

  • An existing project

Latest review

What you need · 2

Declares torch version 2.0.0 or newer as a dependency.

The shown training loop uses a CUDA GPU for mixed precision and synchronization.


Access · 0

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