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Introducing Arm’s AI Virtual Tech Sessions for Software Developers
Mary Bennion
Join Arm's AI virtual tech talk series covering the latest trends in machine learning development, including deployment, optimization, best practices, as well as new ML technologies shaping the industry…
June 8, 2020
Building Bazel and TensorFlow 2.x on AArch64
Matthew Du Puy
In this blog, read the steps in order to build Bazel and TensorFlow on AArch64.
June 3, 2020
Unlocking AI on Arm Microcontrollers with Deep Learning Model Optimization
Mary Bennion
Read about the emergence of AI and deep learning on embedded devices and platforms.
April 21, 2020
Train a TinyML model to recognize sounds that uses 23 kB of RAM
Mary Bennion
Read about how to train a TinyML model to recognize sounds.
April 6, 2020
An Introduction to Machine Learning on Mobile
Pablo Hernandez Almudi
A blog about machine Learning that discuss some ideas and experiences that might get you interested in creating your own ML app.
December 16, 2019
Arm NN plugin framework
Matteo Martincigh
Read about an exciting new plugin framework with Arm NN.
November 21, 2019
Using Arm v8 for Vision at the Edge
Mary Bennion
Read about the work to maximize performance using the Arm v8 architecture. Specifically, by taking advantage of the NEON (DSP instruction) and a Floating-Point Unit (FPU).
October 31, 2019
TensorFlow World PyBadge
Matthew Du Puy
TensorFlow is powering everything from data centers to edge devices, across industries. With TensorFlow 2.0 and the evolving ecosystem of tools and libraries, it is doing it all so much easier. At this…
October 28, 2019
Optimizing AI workloads with Ethos NPUs
Dylan Zika
The new Ethos-N NPU series addresses the performance needs of the most demanding ML use cases to deliver a superlative UX without compromising battery life.
October 23, 2019
New Arm ML guide: Deploying a quantized TensorFlow Lite MobileNet V1 model
Darren Doyle
Announcing an ML how-to guide which gives an end-to-end solution on using the Arm NN SDK. It acts as a great starting point for mobile app developers who want to trial the Arm NN SDK.
September 10, 2019
AI Basics: Training vs Inference – What’s the Difference?
Hellen Norman
So you know your ML from your AI? Great. Want to know more about training and inference? Read on...
September 10, 2019
BFloat16 processing for Neural Networks on Armv8-A
Nigel Stephens
The next revision of the Armv8-A architecture will introduce Neon and SVE vector instruction designed to accelerate Neural Networks using the BFloat16 format.
August 29, 2019
Powering the Edge: How Will YOU Do ML?
Dylan Zika
You’ve got a great little edge device, and you’re keen to add machine learning capabilities to assist local decision-making. So, what do you do next?
July 30, 2019
New online training course - Machine Learning using Arm
NickT
Arm is pleased to announce a new online training topic, Machine Learning using Arm. It covers Arm’s IP solutions for optimizing ML applications for Arm hardware.
July 9, 2019
Arm Ethos-N ML Inference Processors: Powering Exciting User Experiences on Edge Devices
Ian Forsyth
CPUs and GPUs are ML powerhouses in their own right, but the Arm ML processor delivers the most efficient processing for an exciting UX on edge devices.
May 27, 2019
Accelerating innovation: transforming businesses through smart sensing and AI
Chris Shore
Machine learning is changing the way we interact with technology. Arm's Chris Shore talks to Imagimob about their intelligent software solutions with actionable insights in real-time.
May 14, 2019
Why Google’s TF Lite Micro Makes ML on Arm Even Easier
Hellen Norman
Google partners with Arm to develop TensorFlow Lite Micro; uTensor – an inference library based on Arm Mbed and TensorFlow – becomes part of the project.
May 9, 2019
Living on the Edge: Why On-Device ML is Here to Stay
Hellen Norman
Discover why on-device machine learning is here to stay – and what it's already doing for you.
April 10, 2019
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