Profiling in PyTorch Part 2: From nn.Linear to a Fused MLP
Hugging Face Blog3 days agoTutorialThis Hugging Face Blog post appears to be a technical tutorial in a PyTorch profiling series. From the title, it focuses on analyzing performance from basic nn.Linear operations to a fused multilayer perceptron implementation. The likely audience is ML engineers and developers interested in understanding where neural network execution time goes and how kernel fusion can improve model throughput.
Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler
Hugging Face Blog16 days agoTutorialBased on the title, this Hugging Face Blog post is an introductory PyTorch profiling guide focused on torch.profiler. It likely targets developers and ML engineers who need to identify training or inference bottlenecks through observable performance data. Since the full article text was not provided, implementation details, examples, and specific optimization advice cannot be confirmed.