Exploring NVIDIA Blackwell GPU Features Beyond Neural Rendering

Exploring NVIDIA Blackwell GPU Features Beyond Neural Rendering

During CES 2025, NVIDIA unveiled the GPU based on the Blackwell architecture and showcased the performance and features of NVIDIA RTX AI technology at its Editor’s Day event. Subsequently, NVIDIA held a further communication sharing session in Shenzhen, detailing the Blackwell architecture GPU and its functionalities. So, what other aspects are worth our in-depth exploration? … Read more

What Are Artificial Neural Networks?

What Are Artificial Neural Networks?

*This article is from the 22nd issue of “Banyue Tan” in 2024 The 2024 Nobel Prize in Physics has unexpectedly honored the achievement of “fundamental discoveries and inventions to promote the use of artificial neural networks for machine learning.” What exactly are artificial neural networks? Can their potential really be compared to fundamental physical sciences? … Read more

Understanding the Nine Layers of Attention Mechanism

Understanding the Nine Layers of Attention Mechanism

This article is written by: Electric Light Phantom Alchemist Graduate topic Top 1, Shanghai Jiao Tong University Computer Science first place, first prize in high school physics competition, meme master, national award in computer science from Shanghai Jiao Tong University, currently a PhD student at CUHK https://zhuanlan.zhihu.com/p/362366192 Attention has become a hot topic in the … Read more

Next-Generation Attention Mechanism: Lightning Attention-2

Next-Generation Attention Mechanism: Lightning Attention-2

Click above toComputer Vision Alliance get more insights For academic sharing only, does not represent the position of this public account. Contact for deletion in case of infringement. Reprinted from: Machine Heart Recommended notes from 985 AI PhD Zhou Zhihua’s “Machine Learning” handwritten notes are officially open-source! Includes PDF download link, 2500 stars on GitHub! … Read more

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

“The stone from other hills can serve to polish jade.” Only by standing on the shoulders of giants can we see further and go farther. On the path of scientific research, we need to leverage favorable conditions to move forward faster. Therefore, we have specially collected and organized some practical code links, datasets, software, programming … Read more

Nine Layers of Understanding Attention Mechanism

Nine Layers of Understanding Attention Mechanism

↑ ClickBlue Text Follow the Extreme City Platform Author丨Electric Light Phantom Alchemy@Zhihu (Authorized) Source丨https://zhuanlan.zhihu.com/p/362366192 Editor丨Extreme City Platform Extreme City Guide Attention has become popular in the entire AI field, whether in machine vision or natural language processing, it is inseparable from Attention, transformer, or BERT. The author of this article follows the EM nine-layer tower … Read more

Next-Generation Attention Mechanism: Lightning Attention-2

Next-Generation Attention Mechanism: Lightning Attention-2

Click the card below to follow Computer Vision Daily. AI/CV heavy content delivered promptly. Click to enter—>【CV Technology】 WeChat group Scan to join the CVer Academic Circle, to gain access to the latest top conference/journal paper ideas and materials from beginner to advanced in CV, as well as cutting-edge projects and applications! Highly recommended for … Read more

Enhancing Python Deep Learning Models with Attention Mechanism

Enhancing Python Deep Learning Models with Attention Mechanism

Introduction In the fields of Natural Language Processing (NLP), Computer Vision (CV), and other deep learning domains, the Attention mechanism has become a crucial tool. It helps models focus on the most critical parts while processing large amounts of information, significantly improving performance. For many Python learners new to deep learning, understanding and mastering the … Read more

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

Attention Mechanism Bug: Softmax as the Culprit Affecting All Transformers

Machine Heart reports Machine Heart Editorial Team “Big model developers, you are wrong.” “I discovered a bug in the attention formula that no one has found for eight years. All Transformer models, including GPT and LLaMA, are affected.” Yesterday, a statistician named Evan Miller stirred up a storm in the AI field with his statement. … Read more

Understanding the Essence of Attention Mechanism and Self-Attention

Understanding the Essence of Attention Mechanism and Self-Attention

Click on the above “AI Meets Machine Learning“, and select “Star” public account Original content delivered first-hand In the previous article, we discussed the concept of attention. This article builds on that, providing a deeper understanding of the ideas surrounding attention and the latest self-attention mechanism. 1. The Essence of Attention Mechanism To better understand … Read more