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Inference & serving

plasma-umass/scalene

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

Really freeApache-2.0Python
Stars
14k
Forks
443
Open issues
151
Last push
today

About scalene

scalene is a free, open-source AI inference tool by plasma-umass, written mainly in Python. Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals. It has 14k GitHub stars and 443 forks, and was last updated today. It's released under the Apache-2.0 license, a standard open-source license.

License
Apache-2.0
Language
Python
Stars
13,531
Last update
today
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not required
Self-hostable
Not stated

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scalene FAQ

Is scalene free?

Yes. scalene is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.

Does scalene run on a Mac?

Its README doesn't say. Check the installation guide on GitHub before you start.

Does scalene need a GPU?

Its README doesn't state hardware needs. AI models generally run much faster with a GPU.

Is scalene still maintained?

Yes. It was last updated today and has 151 open issues on GitHub.

What are alternatives to scalene?

Similar free, open-source tools include pytorch, catboost, gpu-hot, kimi-k3-in-c.

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