Audience

AI researchers, data scientists, and enterprises looking for a solution for training and deploying large language models, generative-AI systems, and other deep-learning workloads

About AWS EC2 Trn3 Instances

Amazon EC2 Trn3 UltraServers are AWS’s newest accelerated computing instances, powered by the in-house Trainium3 AI chips and engineered specifically for high-performance deep-learning training and inference workloads. These UltraServers are offered in two configurations, a “Gen1” with 64 Trainium3 chips and a “Gen2” with up to 144 Trainium3 chips per UltraServer. The Gen2 configuration delivers up to 362 petaFLOPS of dense MXFP8 compute, 20 TB of HBM memory, and a staggering 706 TB/s of aggregate memory bandwidth, making it one of the highest-throughput AI compute platforms available. Interconnects between chips are handled by a new “NeuronSwitch-v1” fabric to support all-to-all communication patterns, which are especially important for large models, mixture-of-experts architectures, or large-scale distributed training.

Integrations

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Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/ec2/instance-types/trn3/

Videos and Screen Captures

AWS EC2 Trn3 Instances Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Live Online
Webinars
Videos
Support
Phone Support
Online

AWS EC2 Trn3 Instances Frequently Asked Questions

Q: What kinds of users and organization types does AWS EC2 Trn3 Instances work with?
AWS EC2 Trn3 Instances works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does AWS EC2 Trn3 Instances support in their product?
AWS EC2 Trn3 Instances supports these languages: English.
Q: What kind of support options does AWS EC2 Trn3 Instances offer?
AWS EC2 Trn3 Instances offers support via phone support and online.
Q: What other applications or services does AWS EC2 Trn3 Instances integrate with?
AWS EC2 Trn3 Instances integrates with: Amazon Elastic Container Service (Amazon ECS), Amazon EKS, Amazon SageMaker HyperPod, Amazon SageMaker, AWS Batch, AWS Inferentia, AWS ParallelCluster, AWS Trainium, Amazon Web Services (AWS), Hugging Face, JAX, and PyTorch.
Q: What type of training does AWS EC2 Trn3 Instances provide?
AWS EC2 Trn3 Instances provides training in the form of documentation, live online, webinars, and videos.

AWS EC2 Trn3 Instances Product Features

Deep Learning

Visualization Not Supported
Image Segmentation Not Supported
Document Classification Not Supported
ML Algorithm Library Not Supported
Self-Learning Not Supported
Neural Network Modeling Not Supported
Model Training Not Supported
Convolutional Neural Networks Not Supported

Machine Learning

Deep Learning Not Supported
ML Algorithm Library Not Supported
Model Training Not Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Not Supported
Templates Not Supported
Visualization Not Supported
Statistical / Mathematical Tools Not Supported