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PyTorch has some basic concepts that are important when building networks, such as NN Module, nn.ModuleList, nn.Sequential, these classes are called containers because we can add modules to them. These containers are easily confused. In this article, we mainly study NN Modulelist and NN Sequential, and judge when to use which one is more approp ...

PyTorch chapter of Transformer source code interpretation chapter Word embeddingLocation codingLong attentionBuild Transformer Insert picture description here Word embedding Transformer is essentially an Encoder. Taking the translation task as an example, the original data set is composed of one line in two languages. In application, ...

Reference Configure Cuda and Pytorch under Windows 11/10 WSL2 Ubuntu 20.04 Official Installation of wsl2 Official wsl2 connection gpu This article is basically a synthesis of some of the above articles, which I did not intend to post, but I even paid a system price for it since I really referenced too many experience stickers to compl ...

Pytorch:Hollow Convolution Neural Network Copyright: Jingmin Wei, Pattern Recognition and Intelligent System, School of Artificial and Intelligence, Huazhong University of Science and Technology This tutorial is not commercial and is only for learning and reference exchange. If you need to reproduce it, please contact me. Void convolut ...

Pytorch:Convolutional Neural Network-LeNet Copyright: Jingmin Wei, Pattern Recognition and Intelligent System, School of Artificial and Intelligence, Huazhong University of Science and Technology This tutorial is not commercial and is only for learning and reference exchange. If you need to reproduce it, please contact me. In Multilaye ...

Pytorch: optimizer, loss function and deep neural network framework Copyright: Jingmin Wei, Pattern Recognition and Intelligent System, School of Artificial and Intelligence, Huazhong University of Science and Technology Common optimizer Stochastic gradient descent (SGD) is a basic algorithm in machine learning, in which the model can ...

1. Environment: win10 64，anaconda3，python3.8，VS2019 2. conda creates a new environment CONDA create - N torch (environment name) python==3.8 activate torch By the way, conda adds the image source of Tsinghua, which is faster conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/ conda config --add channels h ...

1, SSH management software Here I recommend a software I am using, termius. Termius is a very easy to use and beautiful SSH client, which can quickly control the server remotely and customize your favorite themes Termius not only covers Windows, Linux and OSX, but also supports Android and iOS (in the future, you can take out your mobile phone ...

·For related learning of CornerNet, please refer to my other articles~ This article is more detailed. Zero basic Xiaobai can also run out of the program through this article. The author is just getting started. If there are deficiencies, please point out more! 1, Foreword 1. Relevant references The key to this tutorial is to re ...

Mainly refer to the Wz video of up thunderbolt bar at station b. thank you for your extremely detailed and friendly sharing with Xiaobai. GoogLeNet knowledge point video Code implementation video The code comes from the open source project of Github warehouse of up master, and the infringement is deleted. 1. Network analysis 1.1 networ ...