AWS Neuron vs. Arup Neuron Comparison


AWS Neuron Amazon Web Services	Arup Neuron Arup	+	+
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About It supports high-performance training on AWS Trainium-based Amazon Elastic Compute Cloud (Amazon EC2) Trn1 instances. For model deployment, it supports high-performance and low-latency inference on AWS Inferentia-based Amazon EC2 Inf1 instances and AWS Inferentia2-based Amazon EC2 Inf2 instances. With Neuron, you can use popular frameworks, such as TensorFlow and PyTorch, and optimally train and deploy machine learning (ML) models on Amazon EC2 Trn1, Inf1, and Inf2 instances with minimal code changes and without tie-in to vendor-specific solutions. AWS Neuron SDK, which supports Inferentia and Trainium accelerators, is natively integrated with PyTorch and TensorFlow. This integration ensures that you can continue using your existing workflows in these popular frameworks and get started with only a few lines of code changes. For distributed model training, the Neuron SDK supports libraries, such as Megatron-LM and PyTorch Fully Sharded Data Parallel (FSDP).	About If buildings had a ‘brain’, monitoring their systems and responding in real time, how much more secure, comfortable and efficient could they become? We are answering that question with Neuron, using artificial intelligence to make our buildings, districts and cities healthier, more sustainable places to live and work. Neuron is an app that integrates our insights into the built environment with emerging digital technologies into a single platform. It uses 5G and the Internet of Things to gather real-time ‘sense data’ from equipment and systems. It uses Building Information Modelling (BIM) to display these complex data sets through a cloud-based, centralized management console. Neuron’s ‘brain’ uses artificial intelligence and machine learning to analyze, optimize and automate operations. Digital twins are helping to connect the physical and digital worlds together. Our service, as consultants and technologists, is to develop a twin that connects disparate information sources.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Organizations in need of an SDK solution with a compiler, runtime, and profiling tools that unlocks high-performance and cost-effective deep learning acceleration	Audience Organizations in need of a solution to translate smart buildings data into analyzable insights
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported
Company Information Amazon Web Services Founded: 2006 United States aws.amazon.com/machine-learning/neuron/	Company Information Arup Founded: 1946 United Kingdom www.arup.com/expertise/services/digital/arup-neuron
Alternatives Amazon EC2 Trn1 Instances Amazon	Alternatives ICONICS' Intelligent Building Software (IBSS) ICONICS
Amazon EC2 Trn2 Instances Amazon	Ivanti Neurons Ivanti
Amazon EC2 Inf1 Instances Amazon	Secure Retransform
AWS Deep Learning AMIs Amazon	Haltian Empathic Building Haltian
Google Cloud Deep Learning VM Image Google View All	Neuron7 Neuron7.ai View All
Categories AI Inference Supported AI Infrastructure Supported AI/ML Model Training Supported Deep Learning Supported Machine Learning Supported	Categories Digital Twin Supported Smart Building Supported

Integrations AWS Deep Learning AMIs Supported AWS Deep Learning Containers Supported AWS Trainium Supported Amazon EC2 Capacity Blocks for ML Supported Amazon EC2 G5 Instances Supported Amazon EC2 Inf1 Instances Supported Amazon EC2 P4 Instances Supported Amazon EC2 P5 Instances Supported Amazon EC2 Trn1 Instances Supported Amazon EC2 Trn2 Instances Supported Amazon EC2 UltraClusters Supported Amazon EKS Supported Amazon EKS Anywhere Supported Amazon Elastic Container Service (Amazon ECS) Supported Amazon SageMaker Supported Amazon Web Services (AWS) Supported Show More Integrations View All 16 Integrations	Integrations AWS Deep Learning AMIs Not Supported AWS Deep Learning Containers Not Supported AWS Trainium Not Supported Amazon EC2 Capacity Blocks for ML Not Supported Amazon EC2 G5 Instances Not Supported Amazon EC2 Inf1 Instances Not Supported Amazon EC2 P4 Instances Not Supported Amazon EC2 P5 Instances Not Supported Amazon EC2 Trn1 Instances Not Supported Amazon EC2 Trn2 Instances Not Supported Amazon EC2 UltraClusters Not Supported Amazon EKS Not Supported Amazon EKS Anywhere Not Supported Amazon Elastic Container Service (Amazon ECS) Not Supported Amazon SageMaker Not Supported Amazon Web Services (AWS) Not Supported Show More Integrations
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