Nvidia Ampere Deep Learning

A100 gpu based on ampere architecture.

Nvidia ampere deep learning. When training complex deep learning models based on images and videos it s a common practice to convert the data type to a lower bit data type. Dgx a100 server with 8x a100 using tf32 precision. We don t know what else might be under the bonnet in a nvidia dgx a100 ampere deep learning system other than a number of the tesla a100 processor cards based on the ga100 gpu. A trademark entry for an nvidia deep learning workstation called the dgx a100 has surfaced.

Nvidia deep learning examples for tensor cores introduction. Nvidia will give its dgx line of pre built deep learning research workstations its next major update in the form of the dgx a100. Deep learning researchers and engineers can easily get started enabling this feature on ampere volta and turing gpus. This system will likely pack number of the company s upcoming tesla a100 scalar compute accelerators based on its next generation ampere architecture and ga100 silicon.

Deep learning and supercomputing workloads just got a massive boost in performance. This repository provides state of the art deep learning examples that are easy to train and deploy achieving the best reproducible accuracy and performance with nvidia cuda x software stack running on nvidia volta turing and ampere gpus. Diving deep into the nvidia ampere gpu architecture may 28 2020 timothy prickett morgan compute 5 when you have 54 2 billion transistors to play with you can pack a lot of different functionality into a computing device and this is precisely what nvidia has done with vigor and enthusiasm with the new ampere ga100 gpu aimed at acceleration in the datacenter. Nvidia rtx 30 series ampere architecture deep dive.

Which should tell you where nvidia s focus is for ga100. Ronny was principal architect for a100 deep learning features and he now manages nvidia s deep learning architecture roadmap. He began his nvidia career in research and later joined the streaming multiprocessor team to architect the volta sm. The dgx a100 could feature anywhere from eight to 16 of the upcoming ga100 ampere gpus with 8 192 cuda.