CUDA kernel

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2025 Mar 4 0:11
Editor
Edited
Edited
2026 Mar 3 18:39
Refs
Refs
CUDA kernel Usages
 
 
 
 
 
CUDA kernel Coding agent
Sakana AI
The AI CUDA Engineer: Agentic CUDA Kernel Discovery, Optimization and Composition
Sakana AI
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.
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.
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
 
 
 

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