The "Hello World" of image classification is a convolutional neural network (CNN) applied to the MNIST digits dataset. A good way to see where this article is headed is to take a look at the ...

What is a convolutional neural network (CNN) anyway, and, given the rather checkered history of neural networks in engineering, why would you even care? Perhaps we can give a relatively concise answer ...

This article presents three tips that can help you significantly improve the performance of convolutional neural network (CNN) architectures for inference tasks.

INT8 provides better performance with comparable precision than floating point for AI inference. But when INT8 is unable to meet the desired performance with limited resources, INT4 optimization is ...