Chris

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Thanks for the fast response! I guess you need `tf.cond` to do that because you need to accumulate gradients inside the tf graph right?

The code that I am using is based on tf benchmark code that's why I am asking here. I am using tf dataset inside minibatch with exactly the same way....

Yes but it contains a more complex graph. But I can give you the code for converting a protobuf file into checkpoint. Inside a protobuf file all variables are converted...