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CatalogContainersIGX TensorFlow 2 PB October 2023 (PB 23h2)

IGX TensorFlow 2 PB October 2023 (PB 23h2)

Logo for IGX TensorFlow 2 PB October 2023 (PB 23h2)
Associated Products
Features
Description
IGX TensorFlow2 Production Branch October 2023, part of NVIDIA AI Enterprise - IGX and purpose-built for the NVIDIA IGX Orin platforms, offers a 9-month lifecycle for API stability, with monthly patches for high and critical software vulnerabilities.
Publisher
Google Brain Team
Latest Tag
23.08.07-tf2-py3-igpu
Modified
April 16, 2024
Compressed Size
4.34 GB
Multinode Support
No
Multi-Arch Support
No
23.08.07-tf2-py3-igpu (Latest) Security Scan Results

Linux / arm64

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What Is TensorFlow 2?

TensorFlow is an open-source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) that flow between them. This flexible architecture lets you deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device without rewriting code.

TensorFlow was originally developed by researchers and engineers working on the Google Brain team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research. The system is general enough to be applicable in a wide variety of other domains, as well.

What Is IGX TensorFlow 2 Production Branch October 2023?

The IGX TensorFlow 2 Production Branch, part of NVIDIA AI Enterprise -IGX and purpose-built for NVIDIA IGX Orin platforms, provides an API-stable branch that includes monthly fixes for high and critical software vulnerabilities. This branch provides a stable and secure environment for building your mission-critical AI applications running at the edge. The IGX TensorFlow 2 production branch releases every six months with a three-month overlap between two releases.

Getting started with IGX TensorFlow 2 Production Branch

Before you start, ensure that your environment is set up by following one of the deployment guides available in the NVIDIA IGX Orin Documentation.

For an overview of the features included in the TensorFlow 2 Production Branch as of October 2023, please refer to the TensorFlow Release Notes TensorFlow 2 23.08.

For a comprehensive collection of resources on TensorFlow, including tutorials, documentation, and examples, visit the following links:

Additionally, if you're looking for information on Docker containers and guidance on running a container, review the Containers For Deep Learning Frameworks User Guide.

Security Vulnerabilities in Open Source Packages

Please review the Security Scanning tab to view the latest security scan results.

For certain open-source vulnerabilities listed in the scan results, NVIDIA provides a response in the form of a Vulnerability Exploitability eXchange (VEX) document. The VEX information can be reviewed and downloaded from the Security Scanning tab.

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