Caffe installation with cuDNN

NVIDIA Jetson TK1 – cuDNN install with Caffe example

January 20, 2015 kangalow 34

NVIDIA’s cuDNN is a GPU-accelelerated library of primitives for deep neural networks, which is designed to be integrated into higher-level machine learning frameworks, such as UC Berkeley’s Caffe deep learning framework software. In an earlier blog post, we installed Caffe on a Jetson TK1. Here’s a short video on how Read more …

Installation of Caffe on the Jetson TK1.

NVIDIA Jetson TK1 – Caffe Deep Learning Framework

January 17, 2015 kangalow 7

Back in October 2014, Google’s Pete Warden wrote an interesting article: How to run the Caffe deep learning vision library on Nvidia’s Jetson mobile GPU board. At the time, I thought, “What fun!”. However, I noticed in the article that at the time there were issues with running Caffe on Read more …

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Deep Learning

Facebook AI Research open sources deep-learning CUDA extensions

January 16, 2015 kangalow 0

Facebook AI Research (FAIR) has open sourced Deep Learning CUDA extensions. The extensions are for Torch, a scientific computing framework with wide support for machine learning algorithms. In the Facebook blog announcement, researchers claim a speedup of over 20x compared to the fastest publicly available code when used to train Read more …

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OpenNI2 ASUS Xtion

January 5, 2015 kangalow 6

Walter Lucetti has step by step instructions on how to install OpenNI2 on the Jetson: These instructions are derived from this Jetsonhacks post: Building OpenNI2 for the Structure Sensor from several months back. Enjoy!

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NVIDIA Jetson TK1 – Install OpenCV – [L4T 21.1]

November 26, 2014 kangalow 13

This is just a short note on how to install OpenCV on the Jetson under Linux for Tegra (L4T) 21.1. Before the installation, you must install Linux for Tegra (L4T) 21.1 and CUDA 6.5 on the Jetson. Looky here: There’s also a shell file available: Enjoy!

Install CUDA 6.5 on the Jetson TK1.

NVIDIA Jetson TK1 – Install CUDA 6.5 – [L4T 21.1]

November 19, 2014 kangalow 1

Install CUDA 6.5 on a freshly flashed Linux for Tegra (L4T) 21.1. Also, the samples from the CUDA package are built, and a few of the graphics demos are shown. Before starting your own install, you should be familiar with NVIDIA CUDA Getting Started Guide for Linux Looky here: Here’s Read more …

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Operating System

Install Compiled Intel 7260 Driver on Jetson LT4 21.1

November 12, 2014 kangalow 3

With the new Linux for Tegra (LT4) 21.1 release, I needed a new driver for a Intel 7260 Wireless mini PCIe card. You can read about my initial installation of that hardware here: Installing Wireless Intel 7260 Adapter on NVIDIA Jetson TK1. WARNING NOTE: The compiled driver is for LT4 Read more …