read values

[AshishGusain17]

Hey, Can you tell how to read the values like weights and gradients using this frozen graph.
We also have other model.ckpt.data .meta .index files.
Is there any way?

[leimao]

You could figure out a way to load checkpoint models as a Keras model, then you could try to export a frozen model using the methods I described.

[AshishGusain17]

Is there even a way to load inference models as keras models. If so, can you share some articles or docs file link

[leimao]

It is not possible to load the frozen model to Keras as far as I know.

[AshishGusain17]

So, how can I load weights to keras model.
I have tensorflow model available i.e. model.ckpt,data,frozen graph,checkpoint.
If not load, how can I get the values of weights and gradients in each layer

[felipetobars]

HI @leimao, thanks for the documentation, I wanted to ask you if there is any way to make batch predictions using the freeze model, similar to how the predict() function is used with the 'batch_size=' parameter