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AI図鑑

CUDA

NVIDIA GPUで汎用計算を行うためのプログラミング基盤

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本ページの本文は英語で提供されています。タイトルと導入は日本語化されています。

これは何か

CUDA is the parallel computing platform and programming model introduced by NVIDIA in 2007 that lets developers use GPUs for general-purpose computing. It provides language extensions, a compiler, and acceleration libraries such as cuDNN and cuBLAS. It addresses efficiently mapping highly parallel computation such as neural-network training and inference onto GPUs.

なぜ覚えておく価値があるか

It has been the practical programming interface for AI compute for over a decade; the libraries and tools built around it form NVIDIA’s deepest ecosystem moat.

主な仕様

First release
2007
Positioning
GPU general-purpose parallel computing platform and programming model
Companion libraries
cuDNN, cuBLAS and others

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