Skip to main content
Loading navigation
Back to prompt library

Integrate Marvin and MCP for a Mock Profiler Tool

Linked challenge: PyTorch Optimization Agent

Prompt source

implementation1 lines1 sectionsNo variables0 checklist items
Using Marvin, define a declarative AI function that acts as an interface to a mock PyTorch profiler. This function should take PyTorch code as input and return mock performance metrics (e.g., execution time, memory usage for specific operations). Explain how this profiler tool is exposed via MCP and how your agent will invoke it to validate proposed optimizations.