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JakeRadMSFT opened this issue Sep 18, 2020 · 3 comments
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Upgrade TensorFlow to 2.3 / Tensorflow.NET to 0.20 #5401

JakeRadMSFT opened this issue Sep 18, 2020 · 3 comments
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@LittleLittleCloud
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enhancement New feature or request P2 Priority of the issue for triage purpose: Needs to be fixed at some point.

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@JakeRadMSFT
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JakeRadMSFT commented Sep 18, 2020 •
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Hello,
I'm opening this issue for our discussion around migrating our implementation of Image Classification to TF.NET 0.20. It's release is imminent and wanted to have a public place for the discussion.

Cheers,
Jake
@JakeRadMSFT
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Related issue: dotnet/machinelearning-modelbuilder#702

@JakeRadMSFT JakeRadMSFT changed the title Upgrade TensorFlow to 2.3 / Tensorflow.NET to 0.2.0 Upgrade TensorFlow to 2.3 / Tensorflow.NET to 0.20 Sep 18, 2020
@Oceania2018
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Oceania2018 commented Sep 18, 2020 •
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Hi @JakeRadMSFT, I'm so exciting to hear that ML .NET will upgrade its DNN module to align with lastet version of Tensorflow.NET. Current release is Preview 4 in NuGet. I'm working on fixing the last 3 examples, it will be pretty soon to release v0.20. We've already shipped tensorflow native 2.3 libraries include Windows, Linux and Mac as well as GPU version.

image

TF .NET v0.20 will bring a lot of new features, the some main things are EAGER MODE, tf.dataset data preprocess and Keras high level deep learning framework which is partially working.

@LittleLittleCloud LittleLittleCloud mentioned this issue Sep 21, 2020
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@antoniovs1029 antoniovs1029 added P2 Priority of the issue for triage purpose: Needs to be fixed at some point. enhancement New feature or request labels Sep 21, 2020
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@harishsk @JakeRadMSFT
Should we update tf document since the version of tf.net and tf runtime has changed.

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