Transcription of NVIDIA A100 Tensor Core GPU Architecture
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NVIDIA A100 Tensor Core GPU Architecture
NVIDIA A100 Tensor Core GPU Architecture UNPRECEDENTED ACCELERATION AT EVERY SCALE ii NVIDIA A100 Ten so r Co re GPU Arch itecture Table of Contents Introduction 7 Introducing NVIDIA A100 Tensor Core GPU - our 8th Generation Data Center GPU for the Age of Elastic computing 9 NVIDIA A100 Tensor Core GPU Overview 11 Next-generation Data Center and Cloud GPU 11 Industry-leading Performance for AI, HPC, and Data Analytics 12 A100 GPU Key Features Summary 14 A100 GPU Streaming Multiprocessor (SM) 15 40 GB HBM2 and 40 MB L2 Cache 16 Multi-Instance GPU (MIG) 16 Third-Generation NVLink 16 Support for NVIDIA Magnum IO and Mellanox Interconnect Solutions 17 PCIe Gen 4 with SR-IOV 17 Improved Error and Fault Detection, Isolation, and Containment 17 Asynchronous Copy 17
Important Use Cases for MIG 45 MIG Architecture and GPU Instances in Detail 47 ... the explosion of NVIDIA GPU -accelerated cloud computing. Such intensive applications include AI deep learning training and inference, data analytics, scientific computing, genomics, edge ... and high throughput data centers.
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