GPU Applications Catalog

Boost Up to Tesla Volta

The Core of AI and HPC in the Modern Data Center

NVIDIA A100 GPU for Servers
Solving the world's most important scientific, industrial, and business challenges with AI and HPC. Visualizing complex content to create cutting-edge products, tell immersive stories, and reimagine cities of the future. Extracting new insights from massive datasets. The NVIDIA Ampere architecture, designed for the age of elastic computing, rises to all these challenges, providing unmatched acceleration at every scale.
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The 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. and the NVIDIA A40 GPU is an evolutionary leap in performance and multi-workload capabilities from the data center, combining best-in-class professional graphics with powerful compute and AI acceleration to meet today's design, creative, and scientific challenges.
NVIDIA GPU-Accelerated Quick Comparison:
Architecture GH100 (Hopper) GA100 (Ampere) GA102 (Ampere) GA100 (Ampere) GA102 (Ampere) GA107 x4 (Ampere) GA107 (Ampere)
Tensor Cores 496 432 336 224 288 80 x4 40
CUDA Cores 7,296 6,912 10,752 3584 9,216 2,560 x4 1280
RT Cores - - 84 - 72 20 x4 10
Memory Bandwidth 2TB/s 1,555 GB/s 696 GB/s 600 GB/s 600 GB/s 200 GB/s x4 200 GB/s
Memory Interface 5120-bit 5120-bit 384-bit 3072-bit 384-bit 128 bit x4 128 bit
Memory Size 80GB HBM2e 80GB HBM2e 48GB GDDR6 ECC 24GB HBM2 24GB GDDR6 16GB GDDR6 (ECC) 4x 16GB GDDR6 (ECC)
Bus Interface PCIe 5.0 x16 PCIe 4.0 x16 PCIe 4.0 x16 PCIe 4.0 x16 PCIe 4.0 x16 PCIe 4.0 x16 PCIe 4.0 x8
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The NVIDIA T4 GPU accelerates diverse cloud workloads, including high-performance computing, deep learning training and inference, machine learning, data analytics, and graphics. Based on the new NVIDIA Turing? architecture and packaged in an energy-efficient 70-watt, small PCIe form factor, T4 is optimized for mainstream computing environments and features multi-precision Turing Tensor Cores and new RT Cores. Combined with accelerated containerized software stacks from NGC, T4 delivers revolutionary performance at scale.
GPU Model NVIDIA T4        
Architecture TU104 (Turing)        
Tensor Cores 320        
CUDA Cores 2560        
RT Cores 40        
Memory Bandwidth 320 GB/s        
Memory Interface  256-bit         
Memory Size 16GB GDDR6        
Bus Interface PCIe 3.0 x16        
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High Performance Computing (HPC) - Supercomputing with NVIDIA Data Center GPUs
Modern data centers are key to solving some of the world's most important scientific and bigdata challenges using high performance computing (HPC) and artificial intelligence (AI). NVIDIA GPUs accelerated computing platform provides these modern data centers with the power toaccelerate HPC and AI workloads. NVIDIA DATA CEnTER GPU-accelerated servers deliver breakthroughperformance with fewer servers resulting in faster scientific discoveries and insights anddramatically lower costs.
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