Msprof Profiler

Msprof Profiler is a server based on the Model Context Protocol (MCP), empowering large language models (LLMs) with advanced capabilities to interpret and analyze performance data collected by the Ascend PyTorch Profiler. It offers a suite of integrated tools designed to pinpoint performance bottlenecks, dissect operator execution times, scrutinize communication overheads, and perform intricate queries on trace data. All these powerful analysis features are accessible through natural language prompts, facilitating rapid diagnosis and optimization of LLM performance on Ascend hardware.

主要功能

使用案例