CUDA kernel

CUDA kernel Usages

CUDA graph

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

SakanaAI/AI-CUDA-Engineer-Archive · Datasets at Hugging Face

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

Cognition | Kevin-32B: Multi-Turn RL for Writing CUDA Kernels

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/

CUDA kernel

CUDA Agent

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