ucb-bar

ucb-bar/autocomp

Autocomp: Optimize any AI kernel, anywhere.

143 stars 14 forks 143 watchers Python BSD 3-Clause "New" or "Revised" License

9 Open Issues Need Help Last updated: Jul 11, 2026

Open Issues Need Help

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Autocomp as a model benchmark 27 days ago

help wanted research

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Add Apple Metal/MLX backend 2 months ago

enhancement help wanted new backend high priority

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Comparison to Claude Code 3 months ago

help wanted research high priority

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Beam width / search parameter study 4 months ago

help wanted research

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Optimize interesting kernels on modern GPUs 4 months ago

help wanted

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Comparison to SkyDiscover or other evolutionary search frameworks 4 months ago

help wanted research

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Edit mode vs direct code generation 4 months ago

help wanted research

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Find out which models benefit more/less from plan-then-implement prompting 4 months ago

help wanted research

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python

Transition Gemmini and CUDA agents to built agent format 4 months ago

help wanted modernization

ucb-bar/autocomp

143

Autocomp: Optimize any AI kernel, anywhere.

Python