Neuron PNG and SVG Icon
AWS Neuron is a software development kit (SDK) that enables running high-performance ML models on AWS Inferentia-based instances.
Last Modified: August 29, 2025
16px
32px
48px
64px
Details
Key Features
- SDK for running ML inference on AWS Inferentia and Trainium chips.
- Optimizes models for low-latency, high-throughput inference.
- Supports TensorFlow, PyTorch, and MXNet.
- Integrates with SageMaker and EC2.
Common Use Cases
- Optimizing AI models for AWS Inferentia hardware
- Reducing inference latency for deep learning models
- Running AI workloads on cost-efficient custom chips
Explore More Icons
WorkSpaces Family
Amazon WorkSpaces Family includes fully managed, secure desktop-as-a-service (DaaS) solutions that allow users to access cloud desktops from anywhere.
Elastic Kubernetes Service
Amazon Elastic Kubernetes Service (EKS) is a managed Kubernetes service that simplifies running Kubernetes on AWS without the need to install or operate your own clusters.
Chatbot
AWS Chatbot is an interactive agent that helps you monitor and interact with AWS resources from chat platforms like Slack or Microsoft Teams.
Data Exchange
AWS Data Exchange is a service that makes it easy to find, subscribe to, and use third-party data in the cloud securely and efficiently.
Snowball
AWS Snowball is a data transport solution that uses secure devices to transfer large amounts of data into and out of AWS.
Snapshot
Snapshot refers to point-in-time backups of EBS volumes or file systems, allowing easy restore and replication of AWS storage resources.
SageMaker
Amazon SageMaker is a fully managed service that provides tools to build, train, and deploy machine learning models at scale.
Apache MXNet on AWS
Apache MXNet on AWS is a scalable deep learning framework optimized for performance and training on AWS infrastructure.
API Gateway
Amazon API Gateway is a fully managed service that makes it easy to create, publish, maintain, monitor, and secure APIs at any scale.
App Studio
AWS App Studio is a development environment to build generative AI applications quickly using visual tools and built-in integrations.
AWS Glue Data Catalog
AWS Glue Data Catalog is a centralized metadata repository that stores table definitions, job metadata, and other control information to enable data discovery and ETL operations across AWS services.
Cloud Extensions ROS
AWS Cloud Extensions for ROS (Robot Operating System) are tools that enable robots to communicate with AWS cloud services for data processing and analytics.
Polly
Amazon Polly is a text-to-speech (TTS) service that uses deep learning to synthesize lifelike human speech in multiple languages.
CodeArtifact
AWS CodeArtifact is a fully managed artifact repository service that makes it easy to securely store, publish, and share software packages.
CodePipeline
AWS CodePipeline is a fully managed continuous delivery service that automates the build, test, and deployment phases of your release process.
Identity and Access Management
AWS Identity and Access Management (IAM) enables you to manage access to AWS services and resources securely with fine-grained permissions.
SQS Queue
Amazon SQS Queue is a scalable message queuing service that enables decoupling and communication between microservices, distributed systems, and serverless applications.
Compute Optimizer
AWS Compute Optimizer uses machine learning to recommend optimal AWS compute resources for your workloads to reduce cost and improve performance.
Control Tower
AWS Control Tower provides a guided setup to create a secure, multi-account AWS environment based on AWS best practices.
Security Lake
Amazon Security Lake centralizes your security data from AWS and other sources into a purpose-built data lake to facilitate security analytics and investigations.
Panorama
AWS Panorama is a machine learning appliance and SDK that enables you to run computer vision models on on-premises cameras and video streams.
MFA Token
An MFA Token is used in AWS Multi-Factor Authentication to provide an additional layer of security by requiring a one-time code from a hardware or virtual device.
Interactive Video Service
Amazon Interactive Video Service (IVS) is a managed live streaming solution that makes it easy to build interactive video experiences.
DataZone
AWS DataZone is a data management service that helps you catalog, share, govern, and access data across organizational boundaries in a secure and scalable way.