# Hugging Face — Profiling in PyTorch (Part 2): From nn.Linear to a Fused MLP

- Company: Hugging Face (huggingface.co)
- Announced: 2026-06-11T00:00:00+00:00
- Subject: Platform
- Source: https://huggingface.co/blog/torch-mlp-fusion
- Record: https://forck.live/items/1485-profiling-in-pytorch-part-2-from-nn-linear-to-a-fused-mlp

This blog post is a technical tutorial on profiling PyTorch operations, specifically focusing on nn.Linear and fused MLP, and is not an announcement of a new product or model.

## Evidence

Verbatim from https://huggingface.co/blog/torch-mlp-fusion:

> This is the second post of Profiling in PyTorch, a series where we slowly build the skill of reading profiler traces and use it to drive optimization

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