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Reassess CPU utilization on Simultaneous Multithreading Enabled Systems
Rui Chang
The CPU Utilization metric can be misleading when comparing Arm Neoverse processors with SMT-enabled architectures. This blog post explains why and how to address it.
September 19, 2024
Hardware Developer Community
Kevin Odero
Nairobi's hardware development scene is discussed by Arm Ambassador, Kevin Odero.
September 17, 2024
Arm Developer Community Project showcase event in Nairobi Kenya
Fidel Makatia
Read about the Arm Developer Community showcase event from Arm Ambassador, Fidel Makatia.
September 17, 2024
Demoing LLM Inference with PyTorch on Arm using Llama and AWS Graviton4
Nobel Chowdary Mandepudi
In this blog post, we show the steps for running a Llama 3.1 demo on AWS Graviton4, and how Arm Kleidi Technology can be used to improve the performance of LLMs running on PyTorch.
September 16, 2024
Faster PyTorch Inference using Kleidi on Arm Neoverse
Ashok Bhat
In this blog post, we review Kleidi Technology contributions Arm has made to the PyTorch framework and how these greatly improve PyTorch inference performance.
September 16, 2024
Kleidi Technology Delivers Best Price-Performance for ASR on Arm Neoverse N2
Willen Yang
In this blog post, we show how Kleidi Technology improves the performance of Automatic Speech Recognition on Neoverse N2-based Alibaba Yitian 710 CPUs, outperforming x86-based options.
September 16, 2024
Real-time low light video enhancement using Neural Networks on mobile
Ayaan
In this blog post, we explore a neural network based solution for improving low light video and optimizing for mobile.
September 10, 2024
Arm KSA Framework: Theory and applications
Nicholas Sample
In this blog post, we explore how the Arm KSA Framework can help optimize learning and we describe some of its possible applications.
September 5, 2024
Gain up to 36% performance benefits for deploying Elasticsearch on Alibaba Cloud Yitian 710 instances
Zhengjun Xing
This blog post highlights that G8Y outperforms G7, showing up to a 36% improvement in Elasticsearch performance on Alibaba Cloud Yitian 710 instances.
September 3, 2024
OpenRNG: New Random Number Generator Library for best performance when porting to Arm
Kevin Mooney
OpenRNG the new open-source RNG optimised for Arm; easily port apps with a drop-in replacement for VSL RNG calls. Get the best performance on Arm.
September 2, 2024
Introducing the Arm KSA Framework
Nicholas Sample
This blog post presents the KSA framework. It aligns with renewed government, industry, and educational institutions’ interest in workforce development in the semiconductor sector.
August 28, 2024
Demonstrating a Hybrid Runtime for Containerized Applications in High-Performance IoT Edge
Chris Adeniyi-Jones
In this blog post, we show how a hybrid runtime and k3s can be used to deploy an application onto an edge platform that includes an embedded processor.
August 21, 2024
Evolving Edge Computing and Harnessing Heterogeneity
Alexandre Peixoto Ferreira
This blog post identifies heterogeneity as an opportunity to create better edge computing systems.
August 21, 2024
Adapting Kubernetes for high-performance IoT Edge deployments
Alexandre Peixoto Ferreira
In this blog post, we address heterogeneity in IoT edge deployments using Kubernetes.
August 21, 2024
Exploring Hybrid Runtime for Cloud-Native Deployment in High-Performance IoT Edge
Basma El Gaabouri
The hybrid runtime allows the deployment of software onto embedded processors within a single SoC using cloud-native orchestration tools, such as k3s.
August 13, 2024
Accelerate Spark SQL on Arm64 with Gluten and Velox
Yuqi Gu
This blog post introduces an accelerator for Spark SQL. Experimental results highlight the potential of this approach for Spark SQL on Neoverse N2.
August 7, 2024
Part 3: Matrix-matrix multiplication. Neon, SVE, and SME compared
Khalid Saadi
This blog post describes how to implement the same matrix-matrix multiplication algorithm using three different Arm technologies: Neon, SVE, and SME.
August 6, 2024
AWS Graviton4 demonstrates leading performance for HPC
David Lecomber
In this blog post, we show how AWS Graviton4 delivers leadership HPC performance across a range of HPC workloads compared to AWS Graviton3E and 4th Gen AMD EPYC.
July 31, 2024
Yitian 710 outperforms Ice Lake up to 83% on Apache Flink
Bolt Liu
Apache Flink is a framework for stateful computations over data streams, performance benchmark shows Yitian 710 outperforms Ice Lake significantly.
July 29, 2024
High efficiency ML-based embedded computer vision
Sandeep Mistry
Demonstrating the performance benefits of the NPU by running two TinyML applications on a modern microcontroller that is equipped with an Arm Ethos-U55 NPU.
July 25, 2024
AI for Bears Challenge: Empowering developers while fostering conservation
Ed Miller
Developing AI applications for camera trap data to non-invasively monitor bears and other wildlife.
July 22, 2024
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