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How to Optimize Self-Driving DNNs with TensorRT

January 21, 2021

How to Optimize Self-Driving DNNs with TensorRT

New DRIVE OS and DriveWorks Updates Enable Streamlined AV Software Development

January 21, 2021

New DRIVE OS and DriveWorks Updates Enable Streamlined AV Software Development

NVIDIA Launches Storefront in AWS Marketplace to Accelerate and Simplify AI Workflows

January 19, 2021

NVIDIA Launches Storefront in AWS Marketplace to Accelerate and Simplify AI Workflows

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Building the Smart Cloud Using the Best SmartNICs and DPUs, Part 2

Building the Smart Cloud Using the Best SmartNICs and DPUs, Part 2

This post was originally published on the Mellanox blog. In part one, I said that the smart devices around us are changing our lives in remarkable ways. However, the infrastructure to support these smart innovations hasn’t fully evolved in terms of flexibility, performance, and efficiency. A software-defined world offers flexibility but at the cost of […]

Building the Smart Cloud Using the Best SmartNICs and DPUs, Part 1

Building the Smart Cloud Using the Best SmartNICs and DPUs, Part 1

This post was originally published on the Mellanox blog. Amazon recently announced that Alexa, the smart personal voice assistant is expanding from a small desktop gadget and getting into the fabric of our life. Anything and everything can get an Alexa boost, including your microwave, home security, car infotainment, and even your wall clock. Soon, […]

Scaling Out the Deep Learning Cloud Efficiently

Scaling Out the Deep Learning Cloud Efficiently

The Duchess of Windsor famously said that you can never be too rich or too thin. A similar observation is true when trying to match deep learning applications and compute resources: You can never have too much horsepower. Intractable problems in fields as diverse as finance, security, medical research, resource exploration, self-driving vehicles, and defense […]

Estimating Visual Odometry with Prerecorded Stereo Images and the NVIDIA Isaac SDK

Estimating Visual Odometry with Prerecorded Stereo Images and the NVIDIA Isaac SDK

The NVIDIA Isaac SDK includes a production-ready, real-time visual odometry solution. According to the KITTI visual odometry algorithm comparison benchmark, it is 11th for accuracy and the fastest for performance. Figure 2 shows that Isaac provides better speed and accuracy than the widely used ORB Slam2. This post shows you how to run Isaac SDK […]

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