https://github.com/amd/ryzenai-sw
AMD Ryzen™ AI Software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen™ AI powered PCs.
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.4%) to scientific vocabulary
Repository
AMD Ryzen™ AI Software includes the tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen™ AI powered PCs.
Basic Info
Statistics
- Stars: 592
- Watchers: 28
- Forks: 100
- Open Issues: 60
- Releases: 4
Metadata Files
README.md
![]() Ryzen™ AI Software |
Introduction
AMD Ryzen™ AI Software includes the tools and runtime libraries for optimizing and deploying AI inference on your AMD Ryzen™ AI based PC. It enables developers to quickly build and run a variety of AI applications for Ryzen™ AI. It is designed with high efficiency and ease-of-use in mind, unleashing the full potential of AI acceleration on Ryzen™ AI.
This repository contains the demos, examples and tutorials, demonstrating usage and capabilities of the Ryzen™ AI Software. It is a subset of the Ryzen™ AI Software release.
Follow the instructions at Ryzen™ AI Software for installation.
Git LFS and Instructions to clone:
Due to the presence of large files in some examples/tutorials, Git Large File Storage (LFS) has been configured in this repository. Follow the instructions below to ensure Git LFS is properly set up:
- Install Git LFS by downloading it from the official website
- After installation, run the following command in your terminal to set up Git LFS on your machine:
git lfs install
- Clone the repository (or a fork of it):
git clone https://github.com/amd/RyzenAI-SW.git
- Pull the actual LFS files:
git lfs pull
To run the demos and examples in this repository, please follow the instructions of README.md in each directory.
Getting Started Tutorials
- Getting started tutorial with a fine-tuned ResNet model
- Hello world jupyter notebook tutorial
- Getting started ResNet50 example on iGPU
LLM Flow
Examples
- BF16 Model Examples
- Object detection with Yolov8
Demos
Other Tutorials
- AMD Quark Quantization
- Run Ryzen AI CVML library application
- Torchvision models End-to-End inference with Ryzen AI
Benchmarking
Reference
Owner
- Name: AMD
- Login: amd
- Kind: organization
- Email: dl.DevSecOps-Github-Admin@amd.com
- Website: http://www.amd.com
- Repositories: 56
- Profile: https://github.com/amd
GitHub Events
Total
- Create event: 6
- Release event: 4
- Issues event: 114
- Watch event: 219
- Delete event: 1
- Issue comment event: 223
- Push event: 14
- Pull request review comment event: 8
- Pull request review event: 9
- Pull request event: 25
- Fork event: 33
Last Year
- Create event: 6
- Release event: 4
- Issues event: 114
- Watch event: 219
- Delete event: 1
- Issue comment event: 223
- Push event: 14
- Pull request review comment event: 8
- Pull request review event: 9
- Pull request event: 25
- Fork event: 33
Committers
Last synced: about 1 year ago
Top Committers
| Name | Commits | |
|---|---|---|
| Dwith Chenna | D****a@a****m | 90 |
| savsrini | S****n@a****m | 11 |
| gguasti | g****i@a****m | 10 |
| dachang | d****g@a****m | 10 |
| Jeremy Fowers | j****s@a****m | 5 |
| Victoria Godsoe | v****e@a****m | 4 |
| cyndwith | c****h | 3 |
| Fan Zhang | f****z@a****m | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 138
- Total pull requests: 44
- Average time to close issues: 20 days
- Average time to close pull requests: 7 days
- Total issue authors: 99
- Total pull request authors: 13
- Average comments per issue: 2.88
- Average comments per pull request: 0.0
- Merged pull requests: 28
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 86
- Pull requests: 23
- Average time to close issues: 13 days
- Average time to close pull requests: 14 days
- Issue authors: 61
- Pull request authors: 6
- Average comments per issue: 1.55
- Average comments per pull request: 0.0
- Merged pull requests: 12
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- AshimaBisla (5)
- carlliusly1 (4)
- Bobchenyx (4)
- mattchai (4)
- wang7393 (3)
- joebnb (3)
- liebedir (3)
- taikai-zz (3)
- feengg (2)
- netqer (2)
- yunhaolsh (2)
- Harsha0056 (2)
- ConstantineZYJ (2)
- kfreidank (2)
- waquey (2)
Pull Request Authors
- dwithchenna (16)
- cyndwith (8)
- jeremyfowers (6)
- vgodsoe (3)
- savitha-srinivasan (2)
- jhoyamd (2)
- Darkasf (1)
- Han-sok (1)
- ryomo (1)
- fanz-xlnx (1)
- shivani-athavale (1)
- lidachang-amd (1)
- ThomasGmeinder (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- 158 dependencies
- electron ^24.1.2 development
- electron-packager ^17.1.1 development
