• Errors running Arm NN UnitTests on Android

    Lorenzo Dal Col
    Lorenzo Dal Col

    Hi,

    I have folllowed instructions at https://github.com/ARM-software/armnn/blob/branches/armnn_19_08/BuildGuideAndroidNDK.md to build Arm NN and its dependencies, and I have succeded with the build. 

    I have then tried to run the UnitTests on a Samsung Galaxy…

    • 8 months ago
    • Open Source Software and Platforms
    • Machine Learning forum
  • Getting started with deep learning models on Arm Cortex-A with MATLAB

    Jason Andrews
    Jason Andrews

    Today, I’ve teamed up with Ram Cherukuri of MathWorks to provide an overview of the MathWorks toolchain for machine learning (ML) and the deployment of embedded ML inference on Arm Cortex-A using the Arm Compute Library.

    MathWorks enables engineers…

    • over 1 year ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Arm Compute Library 19.05 is coming!

    Gian Marco Iodice
    Gian Marco Iodice

    I know, I know… it’s been a while since I wrote my last Arm Compute Library blog, but I promise that your patience will be rewarded. There’s a whole host of freshly integrated functions, features and performance optimizations that I want to share with…

    • over 1 year ago
    • Graphics and Gaming
    • Graphics and Gaming blog
  • Technical Webinar: ML on Arm Cortex-A FAQ

    Jason Andrews
    Jason Andrews

    If you missed the recent technical webinar, Machine Learning on Arm Cortex-A –  it's now available on demand. This showed how developers can move neural network (NN) workloads around an SoC quickly and easily using Arm NN, facilitating software portability…

    • over 1 year ago
    • Processors
    • Processors blog
  • How Arm NN is improving the ML experience on over 250 million devices

    Ray Hwang
    Ray Hwang

    In September 2018, Arm donated Arm NN software to Linaro as part of its Machine Intelligence Initiative. The donation was significant, with Arm NN being the product of 100-man years of effort. The uptake of Arm NN has already been huge, with our own estimations…

    • over 1 year ago
    • Processors
    • Machine Learning IP blog
  • Arm Compute lib graph model - Convolution Layer with Dilation

    gilboash
    gilboash

    hi

    im trying to pipe a proprietry model using arm compute library, looking at the examples in the examples folder, couldn't find how to set dilation in ConvolutionLayer() routine

    here is an example i saw:

    ConvolutionLayer(
                 7U, 7U, 64…
    • over 1 year ago
    • Open Source Software and Platforms
    • Machine Learning forum
  • Arm NN: the Easy Way to Deploy Edge ML

    Steve Roddy
    Steve Roddy

    Machine learning (ML) is no longer the new kid on the block. We’re almost all familiar with the concept of personal assistants, connected homes and a seemingly limitless torrent of gadgets that can improve our lives – as long as we have a data connection…

    • over 1 year ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Develop machine learning applications on Cortex-A at Arm TechCon 2018

    Jason Andrews
    Jason Andrews

    Now is the time to register for Arm TechCon 2018, happening October 16-18 at the San Jose Convention Center. The agenda for the conference is now available and includes over 70 hours of sessions with seven technical tracks.

    Accelerating & Optimizing Machine…

    • over 1 year ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Facebook and Arm ML: Going Beyond the Perfect Selfie

    Tim Hartley
    Tim Hartley

    How Facebook Artificial Intelligence and the Arm Compute Library are working together to enable optimal ML applications

    Once upon a time, machine learning (ML) on your smartphone meant predictive text or simple speech and face recognition, often sharing…

    • over 1 year ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Arm is changing machine learning experiences: Project Trillium

    Jem Davies
    Jem Davies

    Imagine you’re 30 meters down, diving above a reef surrounded by amazing-looking creatures and wondering what species the little yellow fish with the silver stripes is. You could fumble around for a fish chart, if you have one, but what you really want…

    • over 2 years ago
    • Processors
    • Processors blog
  • Arm NN: Build and Run ML Apps Seamlessly on Mobile and Embedded Devices

    Tim Hartley
    Tim Hartley

    Recently, we announced our neural network machine learning (ML) software, Arm NN, a key piece of technology that makes it much, much easier to build and run ML applications on power-efficient, Arm-based platforms.

    In essence, the software provides a bridge…

    • over 2 years ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Running AlexNet on Raspberry Pi with Compute Library

    Gian Marco Iodice
    Gian Marco Iodice

    If you’d like to develop your Convolutional Neural Networks using just the Compute Library and a Raspberry Pi, this step-by-step guide will show you how… and it comes complete with all the tools you’ll need to get up and running.

    If…

    • over 2 years ago
    • Processors
    • Processors blog
  • Using Arm development solutions to bring On-Device Machine Learning inference to embedded world

    odinlmshen
    odinlmshen

    Machine Learning (ML) is moving to edge no doubt. A lot of embedded devices want to have edge computing capability to provide more advanced services, like voice recognition for smart speaker and face detection on surveillance camera. Constructing a solid…

    • over 2 years ago
    • Software Tools
    • Tools, Software and IDEs blog
  • Arm support for Android NNAPI gives >4x performance boost

    Robert Elliott
    Robert Elliott

    The launch of Arm support for the Android Neural Networks API (NNAPI) sees the release of open-source, optimized neural network operators that deliver significant performance uplift across CPUs and GPUs.

    Back in May at Google I/O, we heard the first public…

    • over 2 years ago
    • Open Source Software and Platforms
    • Android blog
  • Announcing the Compute Library 17.9

    Roberto Mijat
    Roberto Mijat

    We are pleased to announce the latest quarterly public release of the Compute Library, version 17.9. In this blog, I will highlight some of the new features and functions that we have added.

    What is in this new release

    The key additions you will find in…

    • over 2 years ago
    • Graphics and Gaming
    • Graphics and Gaming blog
  • Cartoonifying Images on Raspberry Pi with the Compute Library

    Gian Marco Iodice
    Gian Marco Iodice

    Hi folks!

    Here we are! For the first hands-on guide of the new Computer Vision and Machine Learning software library developed at Arm: Compute Library!

    Compute Library is a rich collection of functions for image processing, computer vision and machine…

    • over 2 years ago
    • Graphics and Gaming
    • Graphics and Gaming blog
  • Announcing the Compute Library 17.6

    Roberto Mijat
    Roberto Mijat

    Not long has passed since we made the Compute Library publicly available on March 14th. Today we are pleased to announce the second public release of the library, adding many new functions to accelerate computer vision and machine learning on Arm Cortex…

    • over 2 years ago
    • Graphics and Gaming
    • Graphics and Gaming blog
  • Arm Compute Library for computer vision and machine learning now publicly available!

    Roberto Mijat
    Roberto Mijat

    Emerging technologies like machine learning (ML), virtual reality (VR), augmented reality (AR), and computer vision (CV) are providing fantastic opportunities for innovation and business growth across the whole Arm ecosystem and in all market segments…

    • over 3 years ago
    • Graphics and Gaming
    • Graphics and Gaming blog