A100 80GB, NVIDIA Data Center GPU with Ampere data center GPU for scalable AI training and inference

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    Overview

    NVIDIA Mellanox A100 80GB Overview

    NVIDIA A100 80GB is an Ampere-generation data center GPU with 80GB of HBM2e memory for AI training, inference, data analytics and high-performance computing. The PCIe and SXM versions differ in bandwidth, power and interconnect, so the exact form factor should be confirmed before ordering.

    Key Specifications

    GPU Architecture

    NVIDIA Ampere with Tensor Cores and Multi-Instance GPU support

    Memory Configuration

    80GB HBM2e

    Memory Bandwidth

    Up to 2,039 GB/s for SXM and 1,935 GB/s for PCIe

    AI and HPC Performance

    Up to 624 INT8 TOPS PCIe or 1,248 INT8 TOPS SXM with sparsity

    MIG and Interconnect

    Up to 7 MIGs @ 10GB with NVLink and PCIe Gen 4

    Power and Form Factor

    400W SXM or 300W PCIe; SXM and PCIe form factors available

    Best Fit Applications

    AI Training and Fine-Tuning

    AI Training and Fine-Tuning

    80GB HBM2e memory and Tensor Core acceleration support model training, fine-tuning and large-batch workloads.

    Inference and Data Analytics

    Inference and Data Analytics

    MIG, NVLink and the A100 software ecosystem support scalable inference, analytics and multi-tenant deployments.

    Scientific Computing and HPC

    Scientific Computing and HPC

    FP64, FP32 and Tensor Core performance accelerate scientific simulation, data analytics and high-performance computing.

    Established Data Center Platforms

    Established Data Center Platforms

    A100 is suited to organizations with existing Ampere infrastructure, validated systems and mature CUDA deployments.

    Why A100 80GB

    80GB HBM2e Capacity

    80GB HBM2e Capacity

    The large HBM2e memory pool supports models and datasets that exceed smaller accelerator memory configurations.

    MIG and NVLink Support

    MIG and NVLink Support

    MIG enables partitioned GPU service while NVLink supports multi-GPU systems and data-center scaling.

    Mature Ampere Ecosystem

    Mature Ampere Ecosystem

    A100 remains suitable for established AI, analytics and HPC deployments built around the Ampere software stack.

    Compare Related Models

     
    NVIDIA A100 80GBNVIDIA A100 80GB
    GPU ArchitectureAmpereHopper
    Memory80GB HBM2e80GB HBM3 for H100 SXM/PCIe; 94GB for H100 NVL
    Memory Bandwidth2,039 GB/s SXM; 1,935 GB/s PCIe3.35 TB/s SXM; 2 TB/s PCIe; 3.9 TB/s NVL
    AI / Compute PerformanceUp to 624 INT8 TOPS PCIe / 1,248 INT8 TOPS SXM with sparsityUp to 3,958 FP8 TFLOPS / 3,958 INT8 TOPS with sparsity
    Max TDP400W SXM; 300W PCIeUp to 700W SXM; 350W PCIe; 350–400W NVL
    Form FactorSXM or PCIe dual-slotSXM or PCIe dual-slot
    InterconnectNVLink and PCIe Gen 4NVLink and PCIe Gen 5
    MIG SupportUp to 7 MIGs @ 10GBUp to 7 MIGs
    Best Fit ScenarioAI training, inference, data analytics and HPCLLM training, multi-GPU inference and scientific computing
    Target CustomerOrganizations with established A100 infrastructure, research and enterprise AI teamsCloud providers, AI companies, research institutions and HPC operators
    Not Recommended ForNew deployments requiring Hopper performance or the latest AI featuresDesktop graphics, low-density systems or workloads that do not need data-center acceleration

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    Specification

    NVIDIA Mellanox A100 80GB Specification

    General
    BrandNVIDIA
    Product CategoryData Center GPU
    ModelA100 80GB
    Variant / Form FactorA100 80GB PCIe or A100 80GB SXM; confirm the exact configuration before ordering
    Architecture and Compute
    ArchitectureNVIDIA Ampere
    FP64 Performance9.7 TFLOPS
    FP32 Performance19.5 TFLOPS
    TF32 Tensor Performance156 TFLOPS PCIe or 312 TFLOPS SXM with sparsity
    BF16 / FP16 Tensor Performance312 TFLOPS PCIe or 624 TFLOPS SXM with sparsity
    INT8 Tensor Performance624 TOPS PCIe or 1,248 TOPS SXM with sparsity
    Memory and Interconnect
    GPU Memory80GB HBM2e
    GPU Memory Bandwidth1,935 GB/s PCIe or 2,039 GB/s SXM
    InterconnectNVIDIA NVLink; PCIe Gen 4
    Multi-Instance GPUUp to 7 MIGs @ 10GB
    Power and System
    Maximum TDP300W PCIe or 400W SXM; HGX custom thermal solutions may support higher TDP
    Thermal SolutionPCIe dual-slot air-cooled; SXM custom system solution
    Server OptionsNVIDIA HGX A100, NVIDIA DGX A100 and NVIDIA-Certified Systems
    Still unsure about your configuration? Talk to an engineer for assistance.

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