PyTorch MLP Fusion Profiling Guide: nn.Linear to Fused Kernels
June 10, 2026
A Hugging Face blog post covering PyTorch profiling techniques for MLP layers, walking through optimization from baseline nn.Linear to fused kernel implementations.
HOW THIS AFFECTS YOU
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builderYou can apply the profiling methodology to identify and eliminate MLP bottlenecks in your own training or inference pipelines.
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researcherUseful reference for understanding kernel fusion tradeoffs when benchmarking custom MLP architectures.