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AI Profilers · Awesome GitHub Repositories

1 repo

Awesome GitHub RepositoriesAI Profilers

Tools for analyzing performance bottlenecks in machine learning pipelines.

Distinguishing note: Focuses on ML pipeline performance rather than general application profiling.

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  • modular/modular

    modular/modular

    25,603View on GitHub↗

    Modular is a unified machine learning development platform designed for building, compiling, and deploying high-performance neural network models. It provides a comprehensive execution engine that supports both local and production-grade inference, enabling developers to manage the entire model lifecycle from initial architecture definition to scalable, containerized service deployment. The platform distinguishes itself through a hardware-agnostic runtime that abstracts diverse silicon architectures, allowing models to execute efficiently across varied compute environments. It includes a spec

    Analyzes execution timelines and memory usage to resolve performance constraints in machine learning pipelines.

    Mojoailanguagemachine-learning
    25,603View on GitHub↗