Tensorflow personal tips

If you want to use v1 functions when using v2

Add .compat.v1.

>>> tf.get_variable_scope()
AttributeError: module 'tensorflow' has no attribute 'variable_scope'
>>> tf.compat.v1.get_variable_scope()
<tensorflow.python.ops.variable_scope.VariableScope at 0x7f41e7efb198>

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