Upgrade TensorFlow to 2.3 / Tensorflow.NET to 0.20

[JakeRadMSFT]

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]

Related issue: dotnet/machinelearning-modelbuilder#702

[Oceania2018]

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.

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]

@harishsk @JakeRadMSFT
Should we update tf document since the version of tf.net and tf runtime has changed.

[rosebyte]

The requested TensorFlow.NET 0.20 upgrade was completed in #5404, including TensorFlow 2.3 support.