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Improve PyTorch App Performance with Android NNAPI Support
This blog post is about sharing our experience in running PyTorch Mobile with NNAPI on various mobile devices. I hope that this will provide developers with a sense of how these models are executed on…
April 6, 2021
Moving the gym to your living room: Body pose tracking on your Smart TV
This blog explains how developers can create fitness and exercise applications on Smart TVs for the end-user.
March 29, 2021
Cortex-X: The X-factor in Arm’s CPU performance trajectory
This blog outlines the story behind the Arm Cortex-X CPU range and how it is pushing the boundaries of performance.
March 24, 2021
Getting real-time CNN inference for AR on mobile
This blog explains how to get real time results with CNN inference for Augmented Reality (AR) on Mobile.
March 15, 2021
Building a mobile AR filter app in Unity
This blog describes the process for building an augmented reality (AR) filter mobile app in Unity.
February 11, 2021
Making the most of Arm NN for GPU inference: FP16 and FastMath
Roberto Lopez Mendez
This blog demonstrates how to significantly reduce memory usage and achieve a substantial inference speed-up through enabling new Arm NN features.
January 26, 2021
Learning from Tweeten: Porting Electron Apps to Native Arm64 for Windows on Arm
This blog explores how Tweeten, a free popular Twitter app, was deployed on Windows on Arm devices through Electon on Native Arm64.
January 25, 2021
Profiling Arm NN Machine Learning applications running on Linux with Streamline
This blog article introduces how to profile and optimize machine learning applications running with the Arm NN inference engine.
January 20, 2021
Learning from StaffPad: How to deploy apps with the Universal Windows Platform
This blog explores how StaffPad, a music notation app, was deployed on Windows on Arm devices through the Universal Windows Platform.
January 18, 2021
Accelerating ML inference on X-Ray detection at edge using Raspberry Pi with PyArmNN
This blog is trying to showcase an X-RAY classification model for detecting a COVID-19 vs Healthy patients using the CovidX database.
December 9, 2020
Why standard benchmarks matter to AI innovation?
Arm and MLCommons, a global engineering consortium are working together to push industry benchmarks and best practices for AI.
December 4, 2020
What is TVM? A quick guide on why developers focused on ML Deployment should be aware.
December 2, 2020
Time to get excited about the growing Windows on Arm Ecosystem
This blog highlights the latest developments with the growing Windows on Arm ecosystem.
November 30, 2020
Parallel heterogenous computing for IoT-boards and nanocomputers with Armv8 and AArch64 hardware architecture
Read this guest blog by Arthur Ratz about computing for IoT-boards and nanocomputers with Armv8-A and AArch64. This is a guest blog contribution from Arthur Ratz Build and run a modern parallel code…
November 20, 2020
Memory Model Tool: Morello (and some Memory Tagging)
This post presents a new extension to the Memory Model Tool: the implementation of the Morello architectural features.
November 5, 2020
Accelerating Edge Computing with Arm Ethos-N78 and Artisan Physical IP on GLOBALFOUNDRIES’ 12LP+ Specialty Solution
In this blog, read about how to accelerate Edge Computing with Arm Ethos-N78 and Artisan.
November 4, 2020
Arm Cortex-A78C CPU: Secure and scalable performance for next-generation on-the-go devices
This blog provides details about key features and benefits of the Arm Cortex-A78C CPU, which is the latest addition to the Cortex-A78 family.
November 2, 2020
Expanding the Memory Model Tools to System-level architecture
Memory Model Tools: System-level architecture. In this blog, learn about how to run System-level litmus tests using KVM.
October 26, 2020
Running litmus tests on hardware using litmus7
In this blog, read about how to run a litmus test on hardware using litmus7.
October 23, 2020
Arm Ethos-U65: Powering innovation in a new world of AI devices
Read about Arm Ethos-U65 and the expansion of Artificial Intelligence (AI).
October 19, 2020
Imagimob: The Fastest Path from Data Collection to Embedded AI Application
Learn how to collect data and deploy to an embedded device. This blog will show you how to do this for headphones with gesture recognition features using the world's smallest radar system by Acconeer
October 19, 2020