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Installing TensorFlow For Jetson Platform SWE-SWDOCTFX-001-INST _v001|1
Chapter1. Overview
TensorFlow on Jetson Platform
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.
Jetson AGX Xavier
The NVIDIA Jetson AGX Xavier developer kit for Jetson platform is the world's first AI computer
for autonomous machines. The Jetson AGX Xavier delivers the performance of a GPU
workstation in an embedded module under 30W.
Jetson Nano
NVIDIA Jetson Nano is a small, powerful computer for embedded AI systems and IoT that
delivers the power of modern AI in a low-power platform. The Jetson Nano is targeted to get
started fast with the NVIDIA Jetpack SDK and a full desktop Linux environment, and start
exploring a new world of embedded products.
Jetson TX2
The Jetson TX2 Developer Kit enables a fast and easy way to develop hardware and software
for the Jetson TX2 AI supercomputer on a module. It exposes the hardware capabilities and
interfaces of the developer board, comes with design guides and other documentation, and
is pre-flashed with a Linux development environment. The Jetson TX2 also supports NVIDIA
Jetpack—a complete SDK that includes the BSP, libraries for deep learning, computer vision,
GPU computing, multimedia processing, and much more.
1.1. Benefits of TensorFlow on Jetson
Platform