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 10, 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
Security Incident Response
AWS Security Incident Response provides tools and guidance for detecting, responding to, and recovering from security incidents within AWS environments.
IoT SiteWise
AWS IoT SiteWise is a managed service to collect, organize, and analyze industrial equipment data at scale.
Batch
AWS Batch is a fully managed service that enables you to run batch computing workloads on the AWS Cloud, dynamically provisioning resources as needed.
CodeWhisperer
Amazon CodeWhisperer is an AI coding companion that suggests real-time code snippets and helps developers write code faster and more securely.
DeepRacer
AWS DeepRacer is an autonomous 1/18th scale race car powered by reinforcement learning that helps developers learn machine learning hands-on.
Kinesis Data Streams
Amazon Kinesis Data Streams is a service for building real-time data streaming applications that can continuously ingest and process large volumes of data.
Lambda
AWS Lambda is a serverless compute service that lets you run code without provisioning or managing servers, triggered by events and scaled automatically.
Agent
AWS Agent typically refers to software components like SSM Agent or CloudWatch Agent installed on compute resources for monitoring, patching, or management.
SageMaker AI
Amazon SageMaker is a fully managed service that enables developers and data scientists to build, train, and deploy ML models at scale.
Config
AWS Config enables you to assess, audit, and evaluate configurations of your AWS resources for compliance and security.
Elemental MediaStore
AWS Elemental MediaStore is a storage service optimized for media that offers the performance, consistency, and low latency required for video workloads.
Hosted Zone
A Hosted Zone in Amazon Route 53 is a container for records that define how traffic is routed for a domain and its subdomains.
AMI
Amazon Machine Image (AMI) is a preconfigured template that contains the software configuration (OS, application server, applications) required to launch an EC2 instance.
Verified Access
AWS Verified Access provides secure access to corporate applications without using a VPN by verifying user identity and device posture.
Snapshot
Snapshot refers to point-in-time backups of EBS volumes or file systems, allowing easy restore and replication of AWS storage resources.
Amazon Rekognition Image
Amazon Rekognition Image is a deep learning-based service that analyzes and detects objects, scenes, and faces in static images.
Backup
AWS Backup is a fully managed service that centralizes and automates data backup across AWS services and on-premises environments for compliance and recovery needs.
AppConfig
AWS AppConfig is a capability of AWS Systems Manager that enables you to manage configuration changes across applications safely and rapidly.
Amazon Rekognition Video
Amazon Rekognition Video is a service that detects and tracks objects, faces, and activities in live or stored video streams.
VPN Connection
A VPN Connection in AWS provides encrypted connectivity between your data center or device and your AWS VPC.
Health Dashboard
AWS Health Dashboard provides alerts and remediation guidance for AWS events that may impact your environment.
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.
SageMaker
Amazon SageMaker is a fully managed service that provides tools to build, train, and deploy machine learning models at scale.
MQ
Amazon MQ is a managed message broker service for Apache ActiveMQ and RabbitMQ, enabling secure and reliable message exchange between applications.