Click the "Little White Learns Vision" above, select "Star" or "Top" Heavy content delivered at the first time Author: Vaibhav Kumar Compiled by: ronghuaiyang Introduction This article provides a detailed analysis of PyTorch’s autograd mechanism, helping you understand the core magic of PyTorch. In this process, it never explicitly constructs the entire Jacobian matrix. Directly … Read more
Follow the WeChat public account “ML_NLP“ Set as “Starred“, heavy content delivered instantly! Compiled by: Machine Heart, Author: Edward Z. Yang Edward Z. Yang, a PhD student at Stanford University and a research engineer at Facebook AI Research, is one of the core developers of the PyTorch open-source project. He gave a talk on the … Read more
Introduction The original text is translated from: Deep Learning with PyTorch: A 60 Minute Blitz Translated by: Lin Buqing（https://www.zhihu.com/people/lu-guo-92-42-88） Lin Buqing (Lin Yanyan) is my student. This is what I asked her to study when she started learning PyTorch, and she translated this tutorial into Chinese to share with everyone. I hope it helps you … Read more
Follow our official account “ML_NLP“ Set as “Starred“, heavy content delivered first hand! Author | Tirthajyoti Sarkar Source | Medium Editor | Code Doctor Team Introduction This article will demonstrate a simple step-by-step process to build a PyTorch 2-layer neural network classifier (fully connected) to illustrate some key features and styles. PyTorch provides great flexibility … Read more
Click on the above“Beginner’s Guide to Vision”, select to add “Bookmark” or “Pin” Heavyweight content delivered at the first moment This article is adapted from: Deep Learning Matters Background The dynamic graph framework of PyTorch is primarily implemented in the code under torch/csrc/autograd. This directory defines three main base classes: Variable, Function, Engine, which together … Read more
Source: Ezyang Blog Information Network Engineering Research Center This article is approximately 9000 words long and is recommended for a reading time of over 15 minutes. This article is a long version of a talk about the internal mechanisms of PyTorch. Edward Z. Yang, a PhD student at Stanford University and a research engineer at … Read more