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NVIDIA GPU-Optimized TensorFlow AMI

NVIDIA GPU-Optimized TensorFlow AMI

By: NVIDIA Latest Version: 22.10.0

Product Overview

The NVIDIA GPU-Optimized TensorFlow AMI is a virtual machine image for accelerating your GPU accelerated Machine Learning, Deep Learning, Data Science and HPC workloads. Using this AMI, you can spin up a GPU-accelerated EC2 VM instance in minutes with a pre-installed Ubuntu OS, GPU driver, Docker and NVIDIA container toolkit and TensorFlow container.

This AMI provides easy access to NVIDIA's NGC Catalog, a hub for GPU-optimized software, for pulling & running performance-tuned, tested, and NVIDIA certified docker containers. The NGC catalog provides free access to containerized AI, Data Science, and HPC applications, pre-trained models, AI SDKs and other resources to enable data scientists, developers, and researchers to focus on building and deploying solutions.

NVIDIA GPU-Optimized TensorFlow container included in this image is optimized and updated on a monthly basis on NGC to deliver incremental software driven performance gains from one version to another, extracting maximum performance from your existing GPUs. Combined with quick and easy access to any asset on NGC, this VM image helps fast track your end-to-end AI deployment and development process using GPU-Optimized TensorFlow.

NVIDIA GPU-Optimized TensorFlow AMI includes:

  • Ubuntu Server 20.04
  • NVIDIA Driver
  • Docker-ce
  • NVIDIA Container Toolkit
  • Miniconda, JupyterLab, Git
  • NVIDIA's distribution of TensorFlow 1 and 2 container





Operating System

Linux/Unix, Ubuntu Ubuntu 20.04

Delivery Methods

  • Amazon Machine Image

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