NVIDIA A100 Tensor Core GPU delivers unprecedented acceleration at every scale to power the world’s highest-performing elastic data centers for AI, data analytics, and HPC. Powered by the NVIDIA Ampere Architecture, A100 is the engine of the NVIDIA data center platform.

2022年10月1日 · The NVIDIA A100 Tensor Core GPU delivers unprecedented acceleration at every scale for AI, data analytics, and high-performance computing (HPC) to tackle the world's toughest computing challenges.

Based on TPU review data: "Performance Summary" at 1920x1080, 4K for 2080 Ti and faster. Performance estimated based on architecture, shader count and clocks.

The NVIDIA A100 Tensor Core GPU delivers unprecedented acceleration at every scale for AI, data analytics, and HPC to tackle the world’s toughest computing challenges.

2021年6月22日 · Powered by the NVIDIA Ampere Architecture, the A100 GPU provides up to 20x higher performance over the prior generation and can be partitioned into seven GPU instances to dynamically adjust to shifting demands.

Through its remarkable performance and scalability, the A100 GPU accelerates the development of AI applications and improves the capabilities of data centres. The A100 GPU is built on the Ampere architecture which brings numerous enhancements to the fore.

The new NVIDIA® A100 Tensor Core GPU builds upon the capabilities of the prior NVIDIA Tesla V100 GPU, adding many new features while delivering significantly faster performance for HPC, AI, and data analytics workloads.

2021年1月28日 · In this post, we benchmark the PyTorch training speed of the Tesla A100 and V100, both with NVLink. For more info, including multi-GPU training performance, see our GPU benchmark center. For training convnets with PyTorch, the Tesla A100 is... 2.2x faster than the V100 using 32-bit precision.* 1.6x faster than the V100 using mixed precision.

As the engine of the NVIDIA data center platform, A100 can efficiently scale to thousands of GPUs or, with NVIDIA Multi-Instance GPU (MIG) technology, be partitioned into seven GPU instances to accelerate workloads of all sizes.

This datasheet details the performance and product specifications of the NVIDIA A100 Tensor Core GPU.