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NVlabs/kda

Kernel Design Agents is an agent-centric workflow for using coding agents to research, implement, verify, and iterate on CUDA kernel tasks.

kda
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KDA provides a documented workflow and prompt templates that orchestrate coding agents to handle performance-sensitive CUDA kernel development. It includes repository-facing agent instructions, a generic starter prompt, and a community wishlist where users submit kernel optimization requests for NVIDIA B200 and B300 GPUs. The project is positioned as an early research prototype from NVIDIA Labs.

Frequently asked

What is NVlabs/kda?
Kernel Design Agents is an agent-centric workflow for using coding agents to research, implement, verify, and iterate on CUDA kernel tasks.
Is kda open source?
Yes — NVlabs/kda is an open-source project tracked on heatdrop.
How popular is kda?
NVlabs/kda has 1k stars on GitHub.
Where can I find kda?
NVlabs/kda is on GitHub at https://github.com/NVlabs/kda.

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