DEVELOPER BLOG

Tag: Computer Vision / Video Analytics

Autonomous Machines

Edge Computing in Ethiopia - A Quest for an AI Solution

This is a guest submitted post by Natnael Kebede, Co-founder and Chief NERD at New Era Research and Development Center It was one year ago in a random… 5 MIN READ
AI / Deep Learning

Accelerating Billion Vector Similarity Searches with GPUs

Relying on the capabilities of GPUs, a team from Facebook AI Research has developed a faster, more efficient way for AI to run similarity searches. The study… 3 MIN READ
AI / Deep Learning

On-Demand Session: Accelerating Kubernetes with NVIDIA Operators

NVIDIA Operators streamline installing and managing GPUs and NICs on Kubernetes to make the software stack ready to run the most resource-demanding workloads… 2 MIN READ
AI / Deep Learning

Accelerating Inference with Sparsity Using the NVIDIA Ampere Architecture and NVIDIA TensorRT

○ TensorRT is an SDK for high-performance deep learning inference, and TensorRT 8.0 introduces support for sparsity that uses sparse tensor cores on NVIDIA… 8 MIN READ
AI / Deep Learning

Speeding Up Deep Learning Inference Using NVIDIA TensorRT (Updated)

This post was updated July 20, 2021 to reflect NVIDIA TensorRT 8.0 updates. NVIDIA TensorRT is an SDK for deep learning inference. TensorRT provides APIs and… 22 MIN READ
AI / Deep Learning

Achieving FP32 Accuracy for INT8 Inference Using Quantization Aware Training with NVIDIA TensorRT

○ TensorRT is an SDK for high-performance deep learning inference and with TensorRT 8.0, you can import models trained using Quantization Aware Training (QAT)… 17 MIN READ