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Arm NN: Build and Run ML Apps Seamlessly on Mobile…
Arm NN SDK, a key piece of technology that makes it much, much easier to build and run ML applications on power-efficient, Arm-based platforms.
Machine Learning Blog
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
Kickstart your ML development with free Ethos-U55 platform
In this blog, learn how to start your development with a free Ethos-U55 platform.
January 6, 2021
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
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 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
New Arm ML Guide: Add a new operator to Arm NN
Read the announcement of the new Machine Learning how-to guide - Add a new operator to Arm NN.
October 19, 2020
Research for a sustainable future
René de Jong
To help companies find the breakthrough innovations needed to support the Global Goals, the UNGC set up the Young SDG Innovator Program, which our colleagues in Arm joined.
October 19, 2020
Making the most of Arm NN for GPU inference: OpenCL Tuner
Roberto Lopez Mendez
This blog explores how to make the most of Arm NN for GPU inference through the new OpenCL Tuner.
October 15, 2020
Smart Pruning: Improve Machine Learning Performance on Mobile
This blog describes what smart pruning is and how it improves machine learning performance on mobile.
October 12, 2020
What is Digital Immersion?
This blog explains exactly what Arm means when it talks about 'digital immersion' experiences, how they benefit the end-user and how digital immersion will evolve in the future.
September 28, 2020
Efficient Bug Discovery with Machine Learning for Hardware Verification
For present-day microprocessors, it is even more challenging to identify bugs. Using (ML) to efficiently identify bugs, we've seen a 25% increase in efficiency than the default verification workflow. …
September 22, 2020
How to build scalable Next Best Action solution in pure SQL with Hivemall
In this blog, read about Hivemall with Next Best Action (NBA) and how to build scalable solutions.
September 10, 2020
Computational Storage is bringing processing closer to the data
We are generating, storing, and processing more and more data. Find out in this blog how computational storage generates insights and value from that data.
September 3, 2020
Reducing the Cost of Neural Network Inference with Residue Number Systems
The size and computational complexity of neural network models continues to grow exponentially. However, the increase in computational requirements presents a major challenge to their adoption. Could Residue…
August 21, 2020
AnchorZ: DZ Authentication: Re-thinking Traditional Authentication Technology
In this blog, Masaaki Tokuyama, Founder & CEO, AnchorZ Inc. describes a different approach to device security by using biometrics combined with user behavior.
August 18, 2020
SensiML: Good data in, good model out, good result
Read this blog written by Chris Rogers, CEO SensiML.
August 13, 2020
Super Resolution on Arm NPU
Read about super resolution on Arm NPU, content written by Alex Shang, Yabin Zheng, Mary Bennion, and Alex Avramenko. Background In the consumer electronics industry, high resolution has become widespread…
August 5, 2020