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TensorFlow: Where is the trained model stored and how to access it?

Where and how does TensorFlow save its models (graphs)? Is it inside files checkpoint

?

I know that in Caffe, the model is stored in a file .caffemodel

that is used to deploy (test) the model after training it.

I just prepared the model in this tutorial and now has the following files in my directory /tmp/mnist_convnet_model

:

files

Which file (s) contains the actual model?

For example, if I want to classify a single image using this trained model, which file is used for classification?

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Yes, the model is within different files checkpoint

, although the file is *.ckpt

now split into data

and index

files. I'm not sure what is in the index file, but the files *.data*

contain weight and offset values. The files *.meta

contain the graph: variables, data structures, transformations, etc.



Here is a good tutorial on grooming and feeding.

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