AI / Deep Learning

Accelerating Inference with NVIDIA Triton Inference Server and NVIDIA DALI

Learn how the impact of the data preprocessing on inference performance and how you can easily speed it up on the GPU, using NVIDIA DALI and NVIDIA Triton… 10 MIN READ
AI / Deep Learning

Improving Computer Vision with NVIDIA A100 GPUs

During the 2020 NVIDIA GPU Technology Conference keynote address, NVIDIA founder and CEO Jensen Huang introduced the new NVIDIA A100 GPU based on the NVIDIA… 16 MIN READ
AI / Deep Learning

Loading Data Fast with DALI and the New Hardware JPEG Decoder in NVIDIA A100 GPUs

Today, smartphones, the most popular device for taking pictures, can capture images as large as 4K UHD (3840×2160 image), more than 25 MB of raw data. 7 MIN READ
AI / Deep Learning

NVIDIA Boosts AI Performance in MLPerf v0.6

The relentless pace of innovation is most apparent in the AI domain. Researchers and developers discovering new network architectures… 10 MIN READ
AI / Deep Learning

Case Study: ResNet50 with DALI

Let’s imagine a situation. You buy a brand-new, cutting-edge, Volta-powered DGX-2 server. You’ve done your math right, expecting a 2x performance increase in… 12 MIN READ
Autonomous Vehicles

Object Detection and Lane Segmentation Using Multiple Accelerators with DRIVE AGX

Autonomous vehicles require fast and accurate perception of the surrounding environment in order to accomplish a wide set of tasks concurrently in real time. 17 MIN READ