IntroductionAI specific features in recent NVIDIA GPUs2.1 Pascal microarchitecture (2016)2.2 Volta microarchitecture (2018)2.3 Turing microarchitecture (Late 2018)2.4 Ampere microarchitecture ...
Demystifying GPU Architectures For Deep Learning – Part 1
IntroductionCUDA programming model2.1 What is CUDA?2.2 Introduction to some important CUDA conceptsImplementing a dense layer in CUDASummary 1. Introduction A few months ago, we covered the ...
YOLOv5: Expert Guide to Custom Object Detection Training
In this article, we are fine tuning YOLOv5 models for custom object detection training and inference. Introduction The field of deep learning started taking off in 2012. Around that time, it ...
NVIDIA GTC 2022 Day 4 Highlights: Meet the new Jetson Orin
Introduction Today is the final day of our coverage of the NVIDIA GTC conference. The first day of GTC was all about professional training, the second day was about Big Bang announcements. On the ...
NVIDIA GTC 2022 Day 3 Highlights: Deep Dive into Hopper architecture
Introduction Welcome to Day 3 of our coverage of the NVIDIA GTC conference. Yesterday, NVIDIA announced the next generation H100 data center GPU. The keynote did not go into much detail about some ...
NVIDIA GTC 2022 Day 2 Highlights: Jensen’s Keynote
Introduction Welcome to our Day 2 coverage of the NVIDIA GTC conference. We will cover Jensen’s keynote, Hopper H100 GPU, Building a career in AI, and more. As a quick reminder, GPU Technology ...