Performance Optimization

Optimize PyTorch Performance for Speed and Memory Efficiency

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Optimize PyTorch Performance for Speed and Memory Efficiency

Author: Jack Chih-Hsu Lin<br/>Translator: Chen Zhi Yan<br/>Proofreader: Wang Zi Yue<br/><br/><br/><br/>About 4600 words, recommended reading time 9 minutes.<br/>18 essential PyTorch speed-up tips: how they work and methods. Adjusting the deep learning pipeline is like finding the right gear combination (Image source: Tim Mossholder) Why Read This Blog? The training/inference process of deep learning models involves multiple … Read more

Exclusive: PyTorch Model Performance Analysis and Optimization

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Exclusive: PyTorch Model Performance Analysis and Optimization

Translated by: Lin Likun Proofread by: zrx This article is about 6700 words long and is recommended for a 10-minute read. This article discusses the performance analysis and optimization of PyTorch models. Photo by Torsten Dederichs, uploaded to Unsplash Training deep learning models, especially large ones, can be an expensive endeavor. Performance optimization is one … Read more

How to Improve Your Code Quality with Cursor

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How to Improve Your Code Quality with Cursor

Cursor – How to Improve Your Code from ‘Just Write’ to ‘Write Well’ Hello everyone! Today we will talk about a topic that many developers care about: how to write better code. Recently, while using Cursor, I found that it not only helps us write code quickly but more importantly, it helps us improve code … Read more

Optimize Data Structures for Performance Improvement

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Optimize Data Structures for Performance Improvement

Slow code execution is often due to poor data structure choices. A few days ago, I wrote a feature to handle user relationships, and it became painfully slow with large data volumes. While I was struggling with it, I tried the Cursor code analysis feature, and unexpectedly, it quickly identified the problem and taught me … Read more

Cursor Code Optimization: Secrets to Boost Project Performance by 200%

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Cursor Code Optimization: Secrets to Boost Project Performance by 200%

Cursor Code Optimization: Secrets to Boost Project Performance by 200% Introduction: Performance Dilemmas and Solutions As a seasoned front-end developer, Xiao Wang recently faced severe performance issues while working on a data visualization project. Slow page loads, choppy chart rendering, and delayed user interactions troubled him greatly. Traditional manual code optimization was not only time-consuming … Read more