Tag: pytorch

Artificial intelligence (ai)

PyTorch 1.5 released, TorchServe in partnership with AWS

January 15, 2024

by 李飛

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PyTorch recently released the version 1.5 update, which brings a major feature upgrade to the increasingly popular machine learning framework. In addition, Facebook and AWS...

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Artificial intelligence (ai)

PyTorch 1.8 released with AMD support, optimized for mass training

January 14, 2024

by 張宜君

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Overall, this update covers more than 3,000 commits since the 1.7 release, including compilations, code optimizations, scientific computing front end apis, and binary support for...

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Artificial intelligence (ai)

Pure PyTorch With SpeechBrain, Kaldi: I’m a little stressed out

January 14, 2024

by 葉惠如

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Heart of the Machine, editor: Mayonnaise. The progress of speech processing technology is an important part of artificial intelligence to change people's life. The rise...

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The development tools

Windows installed Pytorch, as well as stepped on the pit

January 14, 2024

by Meghan Gonzales

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Control Panel -- > Help -- > System Information -- > Components. In my case, 10.1 CUDA

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Artificial intelligence (ai)

AI guru Jia Yangqing has confirmed that he is leaving Facebook to join Alibaba silicon Valley Research

January 14, 2024

by Melissa Jenkins

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On the evening of March 2, a post titled "How do you evaluate Jia Yangqing's departure from Facebook?" was posted on Zhihu. "Went viral, being...

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The code of life

If let programmer write Shanghai college entrance examination composition questions, you score

January 14, 2024

by Paige Duncan

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A person's greatest need is to be needed. I have been thinking about this question since I saw the Shanghai 2018 College Entrance Examination essay...

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Artificial intelligence (ai)

PyTorch combat graphics style migration

January 13, 2024

by 高靜宜

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What is image style transfer? In fact, it is common in many apps now. For example, we are asked to choose a photo of our...

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The back-end

The PyTorch experience

January 13, 2024

by Garrett Marks

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Because the formula is complex, pyTorch, which has a similar style to Numpy, is used for realization. Besides, torch is a dynamic graph and Python's...

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Artificial intelligence (ai)

Tips for writing efficient PyTorch code

January 13, 2024

by Miss Chloe Perry

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PyTorch is one of the most popular libraries for numerical computation and the most widely used framework for machine learning research. In many ways, it...

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Artificial intelligence (ai)

Build a bike-sharing predictor using PyTorch

January 13, 2024

by Christina Gutierrez

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We will start from the actual problem of predicting the number of shared bikes in a place, and lead readers into the house of neural...

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Artificial intelligence (ai)

Play with Facebook’s MaskrCNN-Benchmark Project 2

January 13, 2024

by 李冠廷

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Maskrcnn-benchmark is an open-source Facebook Benchmark algorithm project that includes algorithms for detection, segmentation, and human keypoints. Using maskrCNN-benchmark training model, you can refer to....

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Artificial intelligence (ai)

Study on transfer of PyTorch

January 12, 2024

by Josephine Evans-Phillips

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What is Transfer Learning? The simple understanding is to take some already trained models and migrate them to similar new problems for use, rather than...

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reading

TorchGAN is open source based on Pytorch!

January 11, 2024

by Christina Webb-Murphy

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I previously recommended a GAN framework based on TensorFlow -- Google's open source GAN library --TFGAN. For TorchGAN installation, the official website provides three methods,...

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Artificial intelligence (ai)

Pytorch’s SVD decomposition results are different from those in the book

January 11, 2024

by Angela Shepherd

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Small knowledge, big challenge! This article is participating in the creation activity of "Essential Tips for Programmers". Here's the thing. I'm reading a fish book...

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Artificial intelligence (ai)

Learn the simple implementation of PyTorch from scratch

January 11, 2024

by Shray Uppal

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GitHub, heart of the Machine. PyTorch makes it easy to get started with deep learning, even if your background doesn't have much knowledge. At the...

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Artificial intelligence (ai)

PaddleFluid and TensorFlow basic usage concept comparison

January 11, 2024

by Alexis Lewis

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Paddle Fluid is used to allow users to execute programs like PyTorch and Tensorflow Eager Execution. In these systems, there is no longer a model,...

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Artificial intelligence (ai)

The torch. (cat) and the torch. The stack ()

January 11, 2024

by Nitya Wagle

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Small knowledge, big challenge! This article is participating in the creation activity of "Essential Tips for Programmers". Torch. Cat Torch. Cat (Tensors, dim=0, *, out=None)...

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Artificial intelligence (ai)

PyTorch libraries, tutorials, and paper implementations — a comprehensive list of PyTorch resources (Github 2.2K star)

January 11, 2024

by Charles Ellis

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From Github by Bharathgs, Heart of the Machine. This part of the project involves speech recognition, multi-speaker speech processing, machine translation, co-finger resolution, emotion classification,...

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Artificial intelligence (ai)

Install the deep learning framework Pytorch with Conda

January 10, 2024

by 王宇軒

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Pytorch is currently a hot framework for deep learning. Compared to TensorFlow, the learning curve is smoother and the network can be trained and used...

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Artificial intelligence (ai)

Pytorch getting started

January 10, 2024

by 康中山

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Small knowledge, big challenge! This article is participating in the creation activity of "Essential Tips for Programmers". Learning PyTorch with Examples -- PyTorch Tut

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Artificial intelligence (ai)

Here’s how to use PyTorch for image classification

January 10, 2024

by Prisha Dugar

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This part is divided into four parts: the concept of Softmax regression model, the concept of image classification data set, the implementation of Softmax regression...

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Artificial intelligence (ai)

Recommendation | Top 10 machine learning open source project

January 10, 2024

by 楊婷婷

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Mybridge, which has always been a great learning resource for developers, recently published a resource article: Top 10 Open Source Projects in machine learning with...

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Artificial intelligence (ai)

Pytorch Reads and loads image data

January 10, 2024

by Billy Wright-Brown

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While learning Pytorch, it is important to learn how to create or load data correctly first. With data, a lot of functions, the effect of...

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Artificial intelligence (ai)

Introduction to Neural Network practice i. Temperature prediction using PyTorch

January 10, 2024

by Jennifer Curtis

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NN is used for simple temperature prediction, and the data set has been uploaded. Year,moth,day,week: represents the specific time, because for the character format needs...

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Artificial intelligence (ai)

The image classifier neural network of CIFAR-10 was created from zero with PyTorch, and the test accuracy reached 85%

January 8, 2024

by Rachael Hart

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The coding process and optimization method of a neural network image classifier are introduced systematically and in detail, and the PyTorch code can run completely.

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Artificial intelligence (ai)

How to quickly get started with PyTorch, from basic concept to implementation

January 8, 2024

by Mr. Matthew Evans

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The PyTorch builders stated that PyTorch's philosophy is to solve the immediate problem, which means building and running our computational diagrams in real time. This...

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Artificial intelligence (ai)

PyTorch is open source for Hands-on Deep Learning, the best DL book and the best DL framework

January 8, 2024

by Mehul Rama

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Heart of the machine reporting, project by ShusenTang, participation: thinking. The open source Chinese book "Hands-on Deep Learning" by Li Mu et al is now...

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Artificial intelligence (ai)

Autograd: automatic derivation

January 7, 2024

by Linda Benson

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In early 2019, ApacheCN organized volunteers to translate the PyTorch1.0 Chinese document (github), which was also authorized by PyTorch. I'm sure many of you have...

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Artificial intelligence (ai)

TorchVision Faster R-CNN fine tuning, combat Kaggle wheat detection

January 6, 2024

by 李依婷

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In this paper, the TorchVision Faster R-CNN pre-training model is used for fine tuning, a common technique in practice transfer learning in Kaggle: Global Wheat...

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Artificial intelligence (ai)

Summary of loss functions in PyTorch – Classification and segmentation correlation

January 4, 2024

by Lorraine Skinner

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In deep learning training network, one of the problems must be considered is how to select the loss function. Focal Loss is very popular in...

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