Understanding Global VNet Peering Support for Azure SQL Managed Instance
To provide customers with an easier network configuration, all newly created virtual clusters will be enabled for access over global virtual network peering connections, now in general availability. This enables customers to pair managed instances in failover group configuration, in an easy and performant way, by simply connecting virtual networks in different regions. By utilizing […]
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Transformers for Image Recognition at Scale
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Frank
- October 6, 2020
- AI
- andrej karpathy
- anonymous
- artificial intelligence
- Arxiv
- attention is all you need
- attention mechanism
- beyer
- big transfer
- bit
- CNN
- Convolutional Neural Network
- Data Science
- Deep Learning
- explained
- Google Brain
- google research
- iclr
- iclr 2021
- karpathy
- Machine Learning
- Neural Networks
- Paper
- peer review
- review
- TPU
- tpu v3
- transformer
- transformer computer vision
- transformer images
- under submission
- vaswani
- vision transformer
- visual transformer
- vit
Yannic Kilcher explains why transformers are ruining convolutions. This paper, under review at ICLR, shows that given enough data, a standard Transformer can outperform Convolutional Neural Networks in image recognition tasks, which are classically tasks where CNNs excel. In this Video, I explain the architecture of the Vision Transformer (ViT), the reason why it works […]
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AI Applications Without a PhD
When you think of “deep learning” you might think of teams of PhDs with petabytes of data and racks of supercomputers. But it turns out that a year of coding, high school math, a free GPU service, and a few dozen images is enough to create world-class models. fast.ai has made it their mission to […]
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Import Sample Data into Azure Synapse in 5 Minutes
In this video Stephen Helwig shows you how to import sample data, sample python notebooks, and sample SQL scripts to quickly get going with your Azure Synapse POC environment.
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What are Differential Equations and how do they work?
Sabine Hossenfelder explains what differential equations are, go through two simple examples, explain the relevance of initial conditions and how differential equations generally work, and then discuss what this means to the question whether the future is determined already. Time Index: 0:00 Motivation and Content Summary 0:55 Example Disease Spread 3:25 Example Newton’s Law 5:18 […]
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