Intel® Distribution of OpenVINO™ Toolkit
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Recommended way to export models in TensorFlow 2.0 for using along with OpenVINO model optimizer

SPaul19
Innovator
1,204 Views

Hello. I am currently porting the codebase of one of my projects to TensorFlow 2.0. In the past, I have had experience in deploying fine-tuned Keras models on NCS using OpenVINO (with TensorFlow 1.14). Is there any recommended way to do that when it comes to TensorFlow 2.0 since the way we export TensorFlow-formatted models (typically protobuffers) is changed in v2. So, directions regarding this would be great. 

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Shubha_R_Intel
Employee
1,204 Views

Dear Sayak

Currently Model Optimizer does not support Tensorflow 2.0. But if you use Tensorflow 1.14 freeze_graph.py to freeze a TF 2.0 model, this frozen pb should be accepted by Model Optimizer.

Hope it helps,

Thanks,

Shubha

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4 Replies
Shubha_R_Intel
Employee
1,205 Views

Dear Sayak

Currently Model Optimizer does not support Tensorflow 2.0. But if you use Tensorflow 1.14 freeze_graph.py to freeze a TF 2.0 model, this frozen pb should be accepted by Model Optimizer.

Hope it helps,

Thanks,

Shubha

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Maroquio_Bernardo__R
1,204 Views

Hello, Subha.

Do you have any news about convert TensorFlow 2.0 to OpenVINO / NCS2?

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ezeng3
Beginner
1,204 Views

Hello, Subha:

            Is there any time table from Intel that openVino will support tensorflow 2.x?

 

Best Regards

Edwin Z

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JesusE_Intel
Moderator
1,204 Views

Hi Edwin/Ricardo,

Unfortunately, I am unable to comment on this as Intel does not disclose roadmaps. I encourage you to check the Release Notes when there is a new software release. 

Regards,
Jesus 

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