GPU

Hardware

NVIDIA ISC21 Special Address

NVIDIA provides an in-depth overview of the latest news, innovations, and technologies in AI supercomputing from Marc Hamilton, VP of Solutions Architecture and Engineering.

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AI Hardware

NVIDIA CEO Jensen Huan on the Industrial HPC Revolution

Industrial high performance computing (HPC) is at its tipping point. The combination of simulation, accelerated computing, and #AI are bringing the performance and scale required to tackle real-world, industrial problems. This presentation blew my mind.

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Deep Learning

Convolutions in Deep Learning – Interactive Demo App

deeplizard explains the importance of convolutions in deep learning. In deep learning, convolution operations are the key components used in convolutional neural networks. A convolution operation maps an input to an output using a filter and a sliding window. Use the interactive demonstration below to gain a better understanding of this process. 

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AI Hardware

GTC 2021 Keynote with NVIDIA CEO Jensen Huang

NVIDIA CEO Jensen Huang delivers the #GTC21 keynote, where he introduced a number of amazing breakthroughs.

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AI Hardware

The AI Hardware Problem

The abundance of automation and tooling made it relatively manageable to scale designs in complexity and performance as demand grew. However, the power being consumed by AI and machine learning applications cannot feasibly grow as is on existing processing architectures. Where do we go from here? New Mind explores.

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Apple Hardware

Linus Says “Don’t build a Hackintosh” Why?

I had considered building a Hackintosh, but decided to pick up a used iMac to render Apple Motion videos. I’m glad I went this route and Linus Tech Tips explains why.

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AI TensorFlow

Data Augmentation with TensorFlow’s Keras API

deeplizard demonstrates how to use data augmentation on images using TensorFlow’s Keras API. VIDEO SECTIONS 00:00 Welcome to DEEPLIZARD – Go to deeplizard.com for learning resources 00:17 Introduction to Data Augmentation 01:32 Image Augmentation with Keras 08:16 Collective Intelligence and the DEEPLIZARD HIVEMIND

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Linux Machine Learning Windows

GPU Accelerated Machine Learning with WSL 2

Adding GPU compute support to Windows Subsystem for Linux (WSL) has been the #1 most requested feature since the first WSL release. Learn how Windows and WSL 2 now support GPU Accelerated Machine Learning (GPU compute) using NVIDIA CUDA, including TensorFlow and PyTorch, as well as all the Docker and NVIDIA Container Toolkit support available […]

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