Nvidia Jetson Tx2 Tensorflow

Nvidia now has an official release for tensorflow on the nvidia jetson tx2 development kit.

Nvidia jetson tx2 tensorflow. For instance if you want to use a trained google inception model to recognize objects from your flying drone putting the jetson tx2 on that drone is a great idea. Testing with tensorflow 1 8 0 on my jetson tx2 after i set the score threshold to 0 3 the models indeed ran as fast as what nvidia has published. Sudo nvpmodel m 0 sudo jetson clocks sh download pretrained model. The above benchmark timings were gathered after placing the jetson tx2 in max n mode.

The jetson tx2 ships with tensorrt. Tensorflow for nvidia jetson tx2. Build tensorflow 1 3 from source on the nvidia jetson tx2 running l4t 28. Just finished building the wheel for tf 1 2 1 on jetson tx2.

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. Tensorflow is one of the major deep learning systems. Benefits of tensorflow on jetson platform. Please like share and subscribe.

Created at google it is an open source software library for machine intelligence. Using bazel 0 5 2 patch for eigen stuff api switch. The jetson platform is specialized for doing inferences for deep learning projects. As a convenience we provide a script to download pretrained model weights and config files sourced from the tensorflow models repository.

Build tensorflow 1 3 from source on the nvidia jetson tx2 running l4t 28 1. To do this run the following commands in a terminal. August 29 2018 kangalow deep learning information tensorflow 12. Tensorrt is what is called an inference engine the idea being that large machine learning systems can train models which are then transferred over and run on the jetson.

This makes installing tensorflow on the jetson much less challenging.