# Hugging Face — Visualize and understand GPU memory in PyTorch

- Company: Hugging Face (huggingface.co)
- Announced: 2024-12-24T00:00:00+00:00
- Subject: Platform
- Source: https://huggingface.co/blog/train_memory
- Record: https://forck.live/items/1775-visualize-and-understand-gpu-memory-in-pytorch

This is a tutorial on how to visualize and understand GPU memory usage in PyTorch during training, including how to estimate memory requirements and optimize usage. It provides code examples and explains memory profile graphs.

## Evidence

Verbatim from https://huggingface.co/blog/train_memory:

> Visualize and understand GPU memory in PyTorch

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Record: https://forck.live/items/1775-visualize-and-understand-gpu-memory-in-pytorch
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