Int4 Precision for AI Inference – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-31T20:00:57Z http://www.open-lab.net/blog/feed/ Dave Salvator <![CDATA[Int4 Precision for AI Inference]]> http://www.open-lab.net/blog/?p=15821 2023-02-13T17:33:48Z 2019-11-06T18:00:57Z INT4 Precision Can Bring an Additional 59% Speedup Compared to INT8 If there��s one constant in AI and deep learning, it��s never-ending optimization to wring...]]> INT4 Precision Can Bring an Additional 59% Speedup Compared to INT8 If there��s one constant in AI and deep learning, it��s never-ending optimization to wring...

If there��s one constant in AI and deep learning, it��s never-ending optimization to wring every possible bit of performance out of a given platform. Many inference applications benefit from reduced precision, whether it��s mixed precision for recurrent neural networks (RNNs) or INT8 for convolutional neural networks (CNNs), where applications can get 3x+ speedups. NVIDIA��s Turing architecture��

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