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Ridgeline: a roofline profiler for LLM inference
Ridgeline is a small profiler built with PyTorch to help engineers analyze LLM inference workloads using a roofline model.
Ridgeline is a small roofline profiler for LLM inference, built with PyTorch. It may help engineers analyze workloads with a roofline model, providing a way to examine their performance. The description does not specify particular methods, metrics, or results.
If you use AI to study or apply this material, avoid including prompts, code, or logs containing personal data or internal information. Ridgeline analysis is not a Rota Nacional feature, and the platform does not claim to solve the performance problem described.
Original source: Ridgeline: um profiler roofline para inferência de LLMs