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Onnx - Notes

Overview

An open-source artificial intelligence ecosystem of technology companies and research organizations that establish open standards for representing machine learning algorithms and software tools to promote innovation and collaboration in the AI sector

from : https://github.com/onnx/onnx

Applications

  • Allow developers to more easily move between frameworks :
  • fast training
  • network architecture flexibility or
  • inferencing on mobile devices

Tools & frameworks

  • pytorch
  • linux/unix

Community :

  • ONNX Community Meetup :

  • https://community.linuxfoundation.org/events/details/lfhq-lf-ai-data-foundation-presents-lf-ai-data-day-onnx-community-meetup-silicon-valley/

  • Microsoft and Facebook create open ecosystem for AI model interoperability :

  • https://azure.microsoft.com/en-us/blog/microsoft-and-facebook-create-open-ecosystem-for-ai-model-interoperability/

References

Wikipedia documentation : - https://en.wikipedia.org/wiki/Open_Neural_Network_Exchange

Onnx documentation : - https://onnx.ai/onnx/ - Onnx - GET STARTED : - https://onnx.ai/get-started.html

Notebook : - https://colab.research.google.com/drive/1uaRy6s-iz5puSpROlxS5OIIQywDMAY24

Github : - https://github.com/onnx/onnx

Pytorch : - https://pytorch.org/docs/stable/onnx.html