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google-research / morph-net

Fast & Simple Resource-Constrained Learning of Deep Network Structure
Apache License 2.0
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Questions regarding TF.Keras fine-tuned model and support for TF2.0 #18

Open kshitizrimal opened 5 years ago

kshitizrimal commented 5 years ago

Hi there, First of all excellent work. I am curious if there are any examples available on using it for TF.Keras model which uses transfer learning (fine-tuned) with pre-trained model such as resnet or inceptionv3? and what is the current support for tensorflow 2.0. I saw there it still uses sessions in the example code section.

pkch commented 5 years ago

I am curious if there are any examples available on using it for TF.Keras model which uses transfer learning (fine-tuned) with pre-trained model such as resnet or inceptionv3?

No, we don't. We hope to update with more examples over time.

what is the current support for tensorflow 2.0

No support at the moment. We rely on parsing the graph to regularize the model, so support for TF 2.0 will require a substantial effort.