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
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.
.svg "AWS Amazon DynamoDB Accelerator (DAX) icon in SVG and PNG"){kind=icon}
Amazon DynamoDB Accelerator (DAX)
Amazon DynamoDB Accelerator (DAX) is a fully managed, in-memory cache for DynamoDB that delivers up to a 10x performance improvement for read-heavy workloads.
Volume
Volume refers to block storage resources like EBS volumes that can be attached to EC2 instances for durable, low-latency storage.
App Studio
AWS App Studio is a development environment to build generative AI applications quickly using visual tools and built-in integrations.
Template
AWS CloudFormation Templates are JSON or YAML files that define the resources and configurations to be provisioned in a stack.
Organizations
AWS Organizations lets you centrally manage and govern multiple AWS accounts across your environment.
Compute Optimizer
AWS Compute Optimizer uses machine learning to recommend optimal AWS compute resources for your workloads to reduce cost and improve performance.
ECS Task
Amazon ECS Task is the smallest deployable unit in ECS, representing a single running container or group of containers defined by a task definition.
FSx for Lustre
Amazon FSx for Lustre provides a high-performance file system optimized for fast processing of workloads like machine learning, HPC, and analytics.
Elastic Fabric Adapter
Elastic Fabric Adapter (EFA) is a network interface for EC2 instances that enables low-latency, high-throughput communication for HPC and ML workloads.
Permissions
AWS Permissions are managed through IAM to control which actions users and roles can perform on which resources.
GuardDuty
Amazon GuardDuty is a threat detection service that continuously monitors for malicious or unauthorized behavior to help protect your AWS accounts and workloads.
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.
FSx for WFS
Amazon FSx for Windows File Server provides a fully managed Windows-native file system, ideal for Windows-based applications and Active Directory integration.
Wavelength
AWS Wavelength brings AWS services to the edge of the 5G network, minimizing latency for mobile and edge applications by deploying compute closer to users.
rePost
AWS re:Post is a cloud knowledge community where users can ask questions and get answers from AWS experts and the community to accelerate learning and problem-solving.
Resource Explorer
AWS Resource Explorer enables you to search and discover AWS resources across regions and accounts from a single location.
Global Accelerator
AWS Global Accelerator improves global application availability and performance using AWS's global network infrastructure.
Fleet Management
AWS RoboMaker Fleet Management enables secure management, monitoring, and updating of a fleet of robots running in production environments.
Connect
Amazon Connect is a cloud-based contact center service that provides tools for customer engagement via voice, chat, and tasks with real-time analytics and AI-powered features.
CodeCatalyst
AWS CodeCatalyst is a unified software development service that helps you plan, develop, build, test, and deploy applications on AWS.
Certificate Manager
AWS Certificate Manager (ACM) lets you easily provision, manage, and deploy public and private SSL/TLS certificates for secure web applications.
Maintenance Windows
AWS Systems Manager Maintenance Windows lets you define a schedule for when to perform administrative tasks on your instances.
Elastic VMware Service
VMware Cloud on AWS provides a fully managed VMware environment on AWS, allowing seamless migration and extension of on-premises VMware workloads.