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[proviz-A80]
NVIDIA A800 40GB Active Graphics Card
The ultimate workstation development platform for data science and
HPC.
Where to Buy
Find an NVIDIA design and visualization partner.
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Datasheet | Specs
* Introduction
* Highlights
* Features
* Workloads
* AI Platform
* Performance
* Specifications
* Get Started
* Introduction
* Highlights
* Features
* Workloads
* AI Platform
* Performance
* Specifications
* Get Started
* Introduction
* Highlights
* Features
* Workloads
* AI Platform
* Performance
* Specifications
* Get Started
Find Partner
The Supercomputing Platform for Workstations
The NVIDIA(r) A800 40GB Active GPU, powered by the NVIDIA Ampere
architecture, is the ultimate workstation development platform with
NVIDIA AI Enterprise software included, delivering powerful
performance to accelerate next-generation data science, AI, HPC, and
engineering simulation/CAE workloads.
Get Started With NVIDIA A800 40GB Active
Learn how to set up NVIDIA A800 40GB Active with a companion GPU for
display and activate the NVIDIA AI Enterprise license.
Watch Video
Highlights
Industry Leading Performance
Double-Precision (FP64) Performance
9.7 TFLOPS1
Tensor Performance
623.8 TFLOPS1
Memory Bandwidth
1.5 TB/s
^1 Peak rates based on GPU Boost Clock.
Features
Powered by the NVIDIA Ampere Architecture
Decorative
Third-Generation Tensor Cores
Performance and versatility for a wide range of AI and HPC
applications with support for double-precision (FP64) and Tensor
Float 32 (TF32) precision provides up to 2X the performance and
efficiency over the previous generation. Hardware support for
structural sparsity doubles the throughput for inferencing.
Decorative
Multi-Instance GPU
Fully isolated and secure multi-tenancy at the hardware level with
dedicated high-bandwidth memory, cache, and compute cores.
Multi-Instance GPU (MIG) maximizes the utilization of GPU-accelerated
infrastructure, allowing an A800 40GB Active GPU to be partitioned
into as many as seven independent instances, giving multiple users
access to GPU acceleration.
Decorative
Third-Generation NVIDIA NVLink
Increased GPU-to-GPU interconnect bandwidth provides a single
scalable memory to accelerate compute workloads and tackle larger
datasets. Connect a pair of NVIDIA A800 40GB Active GPUs with NVIDIA
NVLink(r) to increase the effective memory footprint to 80GB and scale
application performance by enabling GPU-to-GPU data transfers at
rates up to 400 GB/s (bidirectional).
Decorative
Ultra-Fast HBM2 Memory
Deliver massive computational throughput with 40GB of high-speed HBM2
memory with a class-leading 1.5 TB/s of memory bandwidth--an over 70%
increase compared to previous generation--and significantly more
on-chip memory, including a 40MB level 2 cache to accelerate the most
computationally intense AI and HPC workloads.
Learn more about the NVIDIA Ampere GPU architecture
Workloads
Supercharge AI and HPC Workflows Across Industries
Generative AI
Using neural networks to identify patterns and structures within
existing data, generative AI applications enable users to generate
new and original content from a wide variety of inputs and outputs,
including images, sounds, animation, and 3D models. Leverage NVIDIA's
generative AI solution--NeMo(tm) Framework, included in NVIDIA AI
Enterprise--along with the A800 40GB Active GPU for easy, fast, and
customizable generative AI model development.
Montage of a sunset view, a protein, and a toy Jensen. Montage of a
sunset view, a protein, and a toy Jensen. Montage of a sunset view, a
protein, and a toy Jensen. Montage of a sunset view, a protein, and a
toy Jensen.
Engineering Simulation/CAE
The A800 40GB Active GPU delivers remarkable performance for
GPU-accelerated computer-aided engineering (CAE) applications.
Engineering Analysts and CAE Specialists can run large-scale
simulations and engineering analysis codes in full FP64 precision
with incredible speed, shortening development timelines and
accelerating time to value.
With the addition of RTX-accelerated GPUs, providing display
capabilities for pre- and post-processing, designers and engineers
can visualize large-scale simulations and models in full-design
fidelity.
Simulated image of an engine Simulated image of an engine Simulated
image of an engine Simulated image of an engine Image credit:
Dassault Systemes
Data Science and Data Analytics
Accelerate end-to-end data science and analytics workflows with
powerful performance to extract meaningful insights from large-scale
datasets quickly. By combining the high-performance computing
capabilities of the A800 40GB Active with NVIDIA AI Enterprise, data
practitioners can leverage a large collection of libraries, tools,
and technologies to accelerate data science workflows--from data prep
and analysis to modeling.
Computer accessing a data base and extracting insights. Computer
accessing a data base and extracting insights. Computer accessing a
data base and extracting insights. Computer accessing a data base and
extracting insights.
AI Training and Inference
Offload data center and cloud-based computing resources and bring
supercomputing performance to the desktop for local AI training and
inference workloads. Powerful workstations with four A800 40GB Active
GPUs provide over 2.5 petaflops of AI computing performance and 160GB
of combined HBM2 memory.
Process of taking an LLM, optimizing it, and deploying an end
solution. Process of taking an LLM, optimizing it, and deploying an
end solution. Process of taking an LLM, optimizing it, and deploying
an end solution. Process of taking an LLM, optimizing it, and
deploying an end solution.
AI Platform
Production-Ready AI With NVIDIA AI Enterprise
Decorative
Out-of-the-Box AI Development
Each NVIDIA A800 40GB Active GPU comes with a three-year subscription
to NVIDIA AI Enterprise, an end-to-end enterprise software platform
for rapid development and deployment of production-ready generative
AI, computer vision, speech AI, and more. Software activation is
required.
Decorative
Accelerated Data Pipelines
NVIDIA AI Enterprise includes data science libraries and tools to
speed time to insights. Organizations can use NVIDIA RAPIDS(tm) for up
to 50X faster end-to-end data science pipelines.
Decorative
AI Training and Inference
NVIDIA AI Enterprise accelerates every stage of the AI journey, from
data prep and model training through inference and deployment at
scale:
* Access pretrained models with NVIDIA TAO
* Optimize for inference with NVIDIA(r) TensorRT
* Deploy at scale with NVIDIA Triton(tm) Inference Server
Learn more about NVIDIA AI Enterprise
Performance
Tackle Demanding AI and HPC Workloads
The NVIDIA A800 40GB Active GPU delivers incredible performance to
conquer the most demanding workflows on workstation platforms--from AI
training and inference, to complex engineering simulations, modeling,
and data analysis. With more than 2X the performance of the previous
generation, the A800 40GB Active supports a wide range of
compute-intensive workloads flawlessly.
AI Training - ResNet-50 V1.5
ResNet-50 V1.5 Training. Batch Size=256; Precision=Mixed.
AI Training - BERT - Large
BERT Large Pre-Training Phase 2 Batch Size=8; Precision=Mixed.
HPC - GTC
GTC Version 4.5, TAE, Precision=FP32.
HPC - LAMMPS
LAMMPS patch_8Feb2023, Atomic Fluid Lennard-Jones 2.5 (cutoff);
Precision=FP64.
AI Inference - ResNet-50 V1.5
ResNet-50 V1.5 Inference. Batch Size=128; Precision=Mixed.
AI Inference - BERT - Large
BERT Large Inference. Batch Size=128; Precision=INT8.
Performance testing with A800 40GB Active and Quadro GV100 GPUs and
Intel Xeon Gold 6126 processor.
[performanc]
Supercomputing Performance on Desktop Workstations
Offload demand for data center resources with NVIDIA RTX(tm)-powered AI
workstations that deliver the power of a supercomputer to the
desktop. Workstation platforms equipped with the latest NVIDIA RTX
GPUs provide powerful AI performance to build, train, and deploy the
next generation of AI-augmented applications and models. Accelerate
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Specifications
NVIDIA A800 40GB Active
GPU Memory 40GB HBM2
Memory Interface 5,120-bit
Memory Bandwidth 1,555.2 GB/s
CUDA Cores 6,912
Tensor Cores 432
Double-Precision Performance 9.7 TFLOPS
Single-Precision Performance 19.5 TFLOPS
Peak Tensor Performance 623.8 TFLOPS
Multi-Instance GPU Up to 7 MIG instances @ 5GB
NVIDIA NVLink Yes
NVLink Bandwidth 400GB/s
Graphics Bus PCIe 4.0 x 16
Max Power Consumption 240W
Thermal Active
Form Factor 4.4" H x 10.5" L, dual slot
Display Capability* -
*The A800 40GB Active does not come equipped with display ports.
Either the NVIDIA RTX 4000 Ada Generation, NVIDIA RTX A4000, or the
NVIDIA T1000 GPU is required to support display out capabilities.
View NVIDIA A800 40GB Active Datasheet
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NVIDIA A800 40GB Active Quick Specs
FP64 9.7 teraFLOPS
FP32 19.5 teraFLOPS
Memory Bandwidth 1,555 GB/s
GPU Memory 40GB HBM2
Max Power Consumption 240 W
View NVIDIA A800 40GB Active Datasheet
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