scalene

by plasma-umass · Developer Tools

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization propos

New0 ratings13,497 starsActive
Developer ToolsDeveloper ToolPythonJavaScript
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About this project

Scalene: a Python CPU+GPU+memory profiler with AI-powered optimization proposals by Emery Berger, Sam Stern, and Juan Altmayer Pizzorno. Scalene community Slack (tweet from Ian Ozsvald, author of High Performance Python) Python Profiler Links to AI to Improve Code Scalene identifies inefficiencies and asks GPT-4 for suggestions, IEEE Spectrum Episode 172: Measuring Multiple Facets of Python Performance With Scalene, The Real Python podcast Scalene web-based user interface: https://scalene-gui.github.io/scalene-gui/ About Scalene Scalene is a high-performance CPU, GPU and memory profiler for Python that does a number of things that other Python profilers do not and cannot…

Technologies

TypeScriptJavaScriptPythonC++gpucpuLeancpu-profiling

Project health

Actively maintained
Last updatelast week
Contributors55
Latest releasev2.3.0
Open issues & PRs153
LicenseApache-2.0
On GitHubsince 2019

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