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Read the latest Arm Community blogs and explore the latest in what Arm engineers are writing about.
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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
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
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
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