Which File should I use from my cancerTumor.pb model folder

Keras
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1

Hello,

Pretty new to Tensorflow so wondering which file I should import for my application.
The file folder is called cancerTumor.pb (as it is finding out if a tumor is cancerous or non cancerous.

There are 3 files and 2 folders in the parent folder (cancerTumor.pb) Folders:
Variables, Assets

Files:
saved_model.pb, fingerprint.pb, and keras_metadata.pb

I’m not sure which one contains the actual file that has the model (although I suspect it is saved_model.pb). I cannot import the whole file folder so I’m confused on what I’m supposed to do.

thanks.

3

Hi @Zm_476,when you save the model using model.save() the files present in the saved folder contain different information about the model.

saved_model.pb contain info about computational graph, the variables folders contain model weights, keras_metadata.pb contain info specific to Keras, such as information about the training configuration, optimizer, loss function, etc.

All these file all are needed to load the model, if there is any missing file while loading you will face the error. Thank You.