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
DeepComposer
AWS DeepComposer is a creative ML tool that lets developers generate music using AI models and a physical MIDI keyboard.
Device Farm
AWS Device Farm is an app testing service that lets you test and interact with your Android, iOS, and web apps on real, physical devices hosted by AWS.
Elemental MediaConvert
AWS Elemental MediaConvert is a file-based video transcoding service with broadcast-grade features for multiscreen content delivery.
MemoryDB
Amazon MemoryDB for Redis is a Redis-compatible, in-memory database service designed for ultra-fast performance and durability.
Entity Resolution
AWS Entity Resolution is a machine learning-powered service that helps match, link, and deduplicate records across datasets for accurate data consolidation.
EFS
Amazon Elastic File System (EFS) provides scalable, fully managed NFS file storage for use with AWS Cloud services and on-premises resources.
Elastic Cache for Memcached
Elastic Cache for Memcached is a managed, in-memory key-value store service by AWS for deploying Memcached clusters in the cloud.
CodeWhisperer
Amazon CodeWhisperer is an AI coding companion that suggests real-time code snippets and helps developers write code faster and more securely.
Oracle Instance
Oracle Instance in Amazon RDS is a managed database service that simplifies the setup and operation of Oracle databases in the cloud.
Application Discovery Service
AWS Application Discovery Service helps you plan migration projects by collecting usage and configuration data from your on-premises servers.
TensorFlow on AWS
TensorFlow on AWS offers optimized tools and infrastructure for training and deploying TensorFlow models across AWS services.
Application Load Balancer
An Application Load Balancer (ALB) automatically distributes incoming application traffic across multiple targets like EC2 instances, containers, and IP addresses.
Command Line Interface
AWS Command Line Interface (CLI) is a tool that enables you to manage AWS services and resources through commands in your terminal.
Simulation
AWS RoboMaker Simulation lets you test and validate robotic applications in large-scale virtual 3D environments without physical hardware.
Athena
Amazon Athena is an interactive query service that lets you use standard SQL to analyze data directly in Amazon S3 without the need for infrastructure setup.
Well Architected Tool
The AWS Well-Architected Tool helps you review and improve your cloud workloads using AWS's architectural best practices.
Vault
Vault typically refers to Amazon S3 Glacier Vaults, containers for managing archives and controlling access to long-term stored data.
Managed Workflows for Apache Airflow
Amazon Managed Workflows for Apache Airflow (MWAA) is a managed orchestration service for scheduling and monitoring data workflows using Apache Airflow.
CodeGuru
Amazon CodeGuru is a developer tool that provides intelligent code reviews and performance recommendations using machine learning.
Thinkbox Deadline
Thinkbox Deadline is a render management tool that provides flexible and scalable management of render farms for creative studios.
Simple Storage Service
Amazon Simple Storage Service (S3) is an object storage service that offers industry-leading scalability, data availability, security, and performance.
Config
AWS Config enables you to assess, audit, and evaluate configurations of your AWS resources for compliance and security.
License Manager
AWS License Manager helps you manage software licenses from vendors like Microsoft, SAP, and Oracle on AWS and on-premises.
Lightsail
Amazon Lightsail is an easy-to-use cloud platform that provides virtual servers, storage, and networking for simpler workloads and small businesses.