CUDA Graphs: Official Documentation
whitepaper
Fields
id
sources/src5-cuda-graphs-docsPublisher
NVIDIA
Kind
whitepaper
Published
2025-01-01
Accessed
2026-10-04
notes
CUDA Graphs capture and replay of kernel sequences. Reduces CPU launch overhead. Key for inference serving. Used by vLLM, TensorRT-LLM. Supports multi-stream capture, graph update, conditional nodes.
Notes
CUDA Graphs capture and replay of kernel sequences. Reduces CPU launch overhead. Key for inference serving. Used by vLLM, TensorRT-LLM. Supports multi-stream capture, graph update, conditional nodes.
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