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What is Arup Neuron?

What if buildings had a 'brain' that could monitor their systems and respond in real time; imagine the level of security, comfort, and efficiency we could achieve in our surroundings? We are delving into this idea with Neuron, an innovative solution that employs artificial intelligence to enhance our buildings, communities, and urban landscapes, making them healthier and more sustainable for living and working. Neuron acts as a platform that integrates our knowledge of the built environment with advanced digital technologies. By leveraging 5G connectivity and the Internet of Things, it gathers real-time 'sense data' from an array of equipment and systems. Moreover, it utilizes Building Information Modeling (BIM) to depict complex data through a centralized management interface hosted in the cloud. The intelligence of Neuron harnesses artificial intelligence and machine learning to analyze, optimize, and fully automate numerous operations. Additionally, digital twins act as connectors between the physical and digital worlds. Our proficiency resides in our dual role as consultants and technology experts, as we strive to develop a digital twin that aligns various information sources, paving the way for more intelligent and cohesive environments. This cutting-edge approach not only boosts operational productivity but also significantly uplifts the quality of life for users, creating a more harmonious living experience. By bridging technology with everyday environments, we aim to redefine the future of urban development.

What is Amazon EC2 Trn2 Instances?

Amazon EC2 Trn2 instances, equipped with AWS Trainium2 chips, are purpose-built for the effective training of generative AI models, including large language and diffusion models, and offer remarkable performance. These instances can provide cost reductions of as much as 50% when compared to other Amazon EC2 options. Supporting up to 16 Trainium2 accelerators, Trn2 instances deliver impressive computational power of up to 3 petaflops utilizing FP16/BF16 precision and come with 512 GB of high-bandwidth memory. They also include NeuronLink, a high-speed, nonblocking interconnect that enhances data and model parallelism, along with a network bandwidth capability of up to 1600 Gbps through the second-generation Elastic Fabric Adapter (EFAv2). When deployed in EC2 UltraClusters, these instances can scale extensively, accommodating as many as 30,000 interconnected Trainium2 chips linked by a nonblocking petabit-scale network, resulting in an astonishing 6 exaflops of compute performance. Furthermore, the AWS Neuron SDK integrates effortlessly with popular machine learning frameworks like PyTorch and TensorFlow, facilitating a smooth development process. This powerful combination of advanced hardware and robust software support makes Trn2 instances an outstanding option for organizations aiming to enhance their artificial intelligence capabilities, ultimately driving innovation and efficiency in AI projects.

Media

Media

Integrations Supported

Integrations Supported

AWS Batch
AWS Deep Learning AMIs
AWS Neuron
AWS Trainium
Amazon EC2
Amazon EC2 Capacity Blocks for ML
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn1 Instances
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Amazon SageMaker
Datadog
Domino Enterprise AI Platform
Hugging Face
PyTorch
Ray
TensorFlow

API Availability

API Availability

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
On-Site Training

Training Options

Documentation Hub
Webinars
On-Site Training

Company Facts

Organization Name

Arup

Date Founded

1946

Company Location

United Kingdom

Company Website

www.arup.com/expertise/services/digital/arup-neuron

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/ec2/instance-types/trn2/

Categories and Features

Digital Twin

Not specified

Smart Building

Not specified

Categories and Features

AI Fine-Tuning

Not specified

AI Infrastructure

Not specified

Deep Learning

Not specified

Machine Learning

Not specified

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