Pytorch-Lightning: A Simplified Framework for Python Deep Learning! Pytorch-Lightning is a lightweight framework based on PyTorch, specifically designed to simplify the training process of deep learning models. It abstracts common coding patterns, allowing you to focus on building models without getting bogged down in cumbersome details. Today, we’ll discuss the basic usage of this framework … Read more
Click below on thecard to follow the “Beginner’s Guide to Python” public account Let’s discuss some techniques that help you conduct experiments during the training process. I will provide some theory, code snippets, and complete workflow examples. The main points include: Dataset Splitting Metrics Reproducibility Configuration, Logging, and Visualization Dataset Splitting I prefer a split … Read more
1. Introduction Recently, I participated in the Amazon Web Services 【Cloud Exploration Lab】 event, where I built my first AIGC based on the Stable Diffusion model using Amazon SageMaker , which was very simple and quick. I initially thought it would be very complex and that I wouldn’t understand how to operate it, but in … Read more
Click the above to follow us! Amazon’s SageMaker is indeed an interesting tool. Having worked at Amazon for several years, I can say I have a love-hate relationship with it. Today, let’s discuss how to effectively use SageMaker while avoiding common pitfalls. Choose the Right Instance Type to Save Money and Improve Efficiency SageMaker supports … Read more
▲Click “ZiMu UXD” to follow, reply “Design Circle” to join us 2022 Year Original Total No. 15 40 articles to meet the annual target, 25 articles left (Full text 4282 words, estimated reading time: 6 minutes) In recent years, low-code has become a popular field, allowing development to be completed with little or no coding … Read more
Beginner: Jing, I recently heard that many companies are using Amazon SageMaker for machine learning projects. What exactly is this tool? Is it easy for beginners like us to get started? Jing: To address this question, let me explain in detail. Amazon SageMaker is a one-stop machine learning platform launched by Amazon. It’s like an … Read more
Click the above to follow us! Hey data science folks, are you often troubled by parameter tuning? Today, I’m going to talk about the auto-tuning feature of Amazon SageMaker, which is definitely a time-saving and labor-saving helper. What is SageMaker Auto-Tuning? SageMaker auto-tuning, to put it simply, lets machines help you find the best parameters. … Read more
(1) Overview of Generative AI in China Generative AI is a type of artificial intelligence technology that can generate new, original content by learning patterns and structures from data. It utilizes deep learning models, particularly Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs), to simulate human creative processes, generating various forms of content such as … Read more
1. Generative AI and Business Management: Background, Impact, and Insights from National Natural Science Fund Projects With the rapid development of technology, Generative AI has become a hot topic in today’s society. It not only changes our daily lives but also has a profound impact on the field of business management.Generative AI can simulate human … Read more
Article 576 1. Unique Advantages of Generative AI 1. 24/7 Companionship The greatest advantage of generative AI is its freedom from time and space limitations. Whether it’s a sudden question at 3 AM or a need in the quiet of night, AI can respond promptly, providing immediate learning support. This accessibility anytime and anywhere breaks … Read more