Derivation and Implementation of Convolution Operators Based on Pytorch

Derivation and Implementation of Convolution Operators Based on Pytorch

Click the above“Beginner Learning Vision” and choose to add “Star” or “Top“ Important content delivered promptly Author丨Linglong@Zhihu (Authorized)Source丨https://zhuanlan.zhihu.com/p/577295030Editor丨Jishi Platform Jishi Guide This article first introduces the automatic differentiation method of computational graphs, then derives the gradients of Kernel and Input in convolution operations, and subsequently implements the convolution operator based on Pytorch and performs correctness … Read more

Getting Started with PyTorch: A Powerful Deep Learning Framework

Getting Started with PyTorch: A Powerful Deep Learning Framework

PyTorch is a powerful deep learning framework that has become quite popular! Whether you’re working on computer vision or natural language processing, it can be extremely useful. Today, let’s discuss some basics of PyTorch and see why it is so well-loved. Tensors: The Core of PyTorch 1. A tensor is the basic data structure in … Read more