GPU Applications Catalog

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Accelerating the Most Important Work of Our Time

NVIDIA A100 GPU for Servers
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. As the engine of the NVIDIA data center platform, A100 can efficiently scale up to thousands of GPUs or, using new Multi-Instance GPU (MIG) technology, can be partitioned into seven isolated GPU instances to accelerate workloads of all sizes. A100's thirdgeneration Tensor Core technology now accelerates more levels of precision for diverse workloads, speeding time to insight as well as time to market.
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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 adds many new features and delivers significantly faster performance for HPC, AI, and data analytics workloads.

NVIDIA A100 GPU and Tesla V100S, V100 and T4 GPUs quick comparison:

GPU Product NVIDIA A100 for PCIe Tesla V100S for PCIe Tesla T4  
Architecture GA100 (Ampere) GV100 (Volta) Turing  
FP32 Cores / GPU   5120 2560  
FP64 Cores / SM 32  
FP64 Cores / GPU   2560  
Tensor Cores / SM 108 8 40  
Tensor Cores / GPU 432 640 320  
GPU Boost Clock 1410MHz - 1590 Mhz  
Peak FP32 TFLOP/s* 15.7peak 16.4 8.141  
Peak FP64 TFLOP/s* 9.7 8.2 254.4 (8:1)  
Texture Units 432 320 254.4  
Memory Bandwidth 1555 GBps 1,134 GBps  -   
Memory Interface 6144-bit HBM2e 4096-bit HBM2  256-bit   
Memory Size 40GB 32GB 16 GB  
L2 Cache Size 40960 KB 6144 KB 4096 KB  
TDP 250 Watts 250 Watts 70 Watts  
Transistors 54.2 million 21.1 million 13.6 million  
GPU Die Size 826 mm 815 mm 545 mm  
Manufacturing Process 12 nm FFN 12 nm FFN 12 nm  
(* Peak TFLOP/s rates are based on GPU Boost clock.)


High Performance Computing (HPC) - Supercomputing with NVIDIA Tesla
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 Tesla accelerated computing platform provides these modern data centers with the power toaccelerate HPC and AI workloads. NVIDIA Pascal GPU-accelerated servers deliver breakthroughperformance with fewer servers resulting in faster scientific discoveries and insights anddramatically lower costs.

Tags: NVIDIA Ampere, NVIDIA A100 for PCIe - 900-21001-0000-000 - NVIDIA TESLA V100S PCIe 32GB - 900-2G500-0040-000, Tesla V100 16GB PCIE - 900-2G500-0000-000, Tesla V100 32GB PCIE - 900-2G500-0010-000, V100 16GB SXM2 - 900-2G503-0000-000, P100 PCIE 12GB 900-2H400-0010-000, P100 PCIE 16GB 900-2H400-0000-000, P100 SXM2 NVLINK 900-2H403-0000-000, P40 900-2G610-0000-000, P4 900-2G414-0000-000, K80 900-22080-0002-000, M40 12GB 900-2G600-0000-000, M40 16GB 900-2G600-0010-000, K40 Active 900-22081-2250-000, K40 Pass 900-22081-0040-000, K20 900-22081-2220-000,
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