AWS Neuron is a software development kit (SDK) that enables high-performance deep learning and generative AI workloads on AWS Inferentia and AWS Trainium instances. Neuron provides a complete machine learning development experience with compiler optimization, runtime efficiency, and comprehensive tooling.
Key Features:
Native Framework Integration - Seamlessly integrated with PyTorch and JAX, with distributed training libraries for large-scale workloads
Frontier Model Support - Optimized for large language models including Llama 3.3-70B and Llama 3.1-405B
Performance Optimization - Advanced compiler, profiling tools, and custom kernel support for maximum efficiency
Enterprise Ready - Full integration with AWS services including SageMaker, EKS, ECS, and third-party platforms
Supported Instance Types: Inf1, Inf2, Trn1, Trn2, and Trn2 UltraServer
Step-by-step guide to installing the AWS Neuron SDK
Start building with step-by-step tutorials
Essential links and resources
Latest updates and changes to the AWS Neuron SDK
Contents#AWS and the AWS logo are trademarks of Amazon Web Services, Inc. or its affiliates. All rights reserved.
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