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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: about 1 month 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 (8 months ago)
- Last Synced: 2024-05-16T08:14:53.284Z (7 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
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Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE-DOCUMENTATION
- Codeowners: CODEOWNERS
Awesome Lists containing this project
- 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).