ONNX
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A clear explanation on AutoML on the Microsoft Azure documentation site , and references to ONNX!
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From ZDnet: https://cloudblogs.microsoft.com/opensource/2020/01/21/microsoft-onnx-open-source-optimizations-transformer-inference-gpu-cpu/ or direct link to the optimizations part: https://cloudblogs.microsoft.com/opensource/2020/01/21/microsoft-onnx-open-source-optimizations-transformer-inference-gpu-cpu/
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I have been following the standards in ML for a while now and it seems that ONNX is becoming the defacto standard. In addition to Facebook, Microsoft and AWS, Intel and NVIDIA will join the steering committee! The full article on Github.
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I will be presenting a session on ONNX and other standards in Machine Learning Models during the dataminds conference in Ghent. I did a presentation on the same subject a few months ago, but a lot has been going on since then. I’ll will surely need to modify a lot of my slides 😉 Update…
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On April 18th, 2018 I did a short presentation on the different standards for interchanging machine learning models. If you want to know more about PMML, NNEF or ONNX… here it is:
Data Science on Azure 