Milind Kulkarni – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2023-02-13T17:33:48Z http://www.open-lab.net/blog/feed/ Milind Kulkarni <![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...]]>

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…

Source

]]>
2
���˳���97caoporen����