https://github.com/aws-neuron/aws-neuron-sdk

Powering AWS purpose-built machine learning chips. Blazing fast and cost effective, natively integrated into PyTorch and TensorFlow and integrated with your favorite AWS services
https://github.com/aws-neuron/aws-neuron-sdk

Last synced: 11 days ago
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Powering AWS purpose-built machine learning chips. Blazing fast and cost effective, natively integrated into PyTorch and TensorFlow and integrated with your favorite AWS services

• Host: GitHub
• URL: https://github.com/aws-neuron/aws-neuron-sdk
• Owner: aws-neuron
• License: other
• Created: 2019-11-06T02:12:59.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2024-04-30T21:32:21.000Z (7 months ago)
• Last Synced: 2024-05-16T08:14:53.284Z (6 months ago)
• Language: Python
• Homepage: https://aws.amazon.com/machine-learning/neuron/
• Size: 39.5 MB
• Stars: 411
• Watchers: 58
• Forks: 131
• Open Issues: 125
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE-DOCUMENTATION
  • Codeowners: CODEOWNERS

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• awesome-blazingly-fast - aws-neuron-sdk - Powering Amazon custom machine learning chips. Blazing fast and cost effective, natively integrated into PyTorch and TensorFlow and integrated with your favorite AWS services (Python)

README

        
![neuron](./images/Site-Merch_Neuron-ML-SDK_Editorial.png)

# AWS Neuron

## Neuron SDK Overview

AWS Neuron is a software development kit (SDK) enabling high-performance deep learning acceleration using AWS Inferentia and Trainium, AWS's custom designed machine learning accelerators. With Neuron, you can develop, profile, and deploy high-performance machine learning workloads on top of accelerated EC2 instances, e.g. Inf1 and Trn1.

Neuron includes a compiler, runtime driver, as well as debug and profiling utilities with a TensorBoard plugin for visualization, and is pre-integrated into popular machine learning frameworks like Pytorch, TensorFlow and MXNet, to provide a seamless machine learning acceleration workflow.

## Neuron SDK’s documentation

For full documentations including user guide, Howtos and Tutorials see [Neuron SDK’s documentation](https://awsdocs-neuron.readthedocs-hosted.com/)

## Support

If none of the github and online resources have an answer to your question, checkout the AWS Neuron [support forum](https://forums.aws.amazon.com/forum.jspa?forumID=355).