CUDA kernel Usages
CUDA kernel Coding agent
Sakana AI
The AI CUDA Engineer: Agentic CUDA Kernel Discovery, Optimization and Composition
https://sakana.ai/ai-cuda-engineer/

SakanaAI/AI-CUDA-Engineer-Archive · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
https://huggingface.co/datasets/SakanaAI/AI-CUDA-Engineer-Archive
Kevin-32B
Cognition | Kevin-32B: Multi-Turn RL for Writing CUDA Kernels
We are an applied AI lab building end-to-end software agents.
https://cognition.ai/blog/kevin-32b

CUDA Agent
ByteDance Seed and Tsinghua University present CUDA Agent, an RL system that optimizes CUDA kernels based on real GPU profiling speed. Achieves 98.8% pass rate on KernelBench, 96.8% faster-than-compile rate vs torch.compile, and 2.11x geometric mean speedup. Publicly releases 6,000 training tasks (CUDA-Agent-Ops-6K).
cuda-agent.github.io
https://cuda-agent.github.io/

Seonglae Cho