Nvidia A100 Architecture

The egx a100 is the first edge ai product based on the nvidia ampere architecture.

Nvidia a100 architecture. Nvidia unveils a100 gpus based on ampere architecture. First introduced in the nvidia volta architecture nvidia tensor core technology has brought dramatic speedups to ai bringing down training times from weeks to hours and providing massive acceleration to inference. The ga100 gpu has 128 sms. 6 hbm2 stacks and 12 512 bit memory controllers.

8 gpc and 16 sm gpc and 128 sms per full gpu. Ampere is the codename for a graphics processing unit gpu microarchitecture developed by nvidia as the successor to both the volta and turing architectures officially announced on may 14 2020. The nvidia ampere architecture builds upon these innovations by bringing new precisions tensor float tf32 and floating point 64 fp64 to accelerate and simplify ai. Nvidia dgx a100 the universal system for ai infrastructure 69 game changing performance 70 unmatched data center scalability 71 fully optimized dgx software stack 71 nvidia dgx a100 system specifications 74 appendix b sparse neural network primer 76 pruning and sparsity 77.

Nvidia ampere architecture with a100 gpu. The nvidia a100 tensor core gpu is based on the new nvidia ampere gpu architecture and builds upon the capabilities of the prior nvidia tesla v100 gpu. It combines the computing performance of the nvidia ampere architecture with the accelerated networking and critical security capabilities of the nvidia mellanox connectx 6 dx smartnic to transform standard and purpose built edge servers into secure cloud native ai supercomputers. It is named after french mathematician and physicist andré marie ampère.

Nvidia announced the next generation geforce 30 series consumer gpus at a geforce special event on september 1 2020. Nvidia a100 the first gpu based on the nvidia ampere architecture providing the greatest generational performance leap of nvidia s eight generations of gpus is also built for data analytics scientific computing and cloud graphics and is in full production and shipping to customers worldwide huang announced. The full implementation of the ga100 gpu includes. It adds many new features and delivers significantly faster performance for hpc ai and data analytics workloads.

Nvidia ceo jensen huang announced a bevy of new products and company updates via a virtual gtc technology conference keynote address. A100 gpu only exposes 108 sms for better manufacturing yield.