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I'm wondering why the fn1 and fn2 arguments has to be python callables.

Also, does tf.cond acquire the GIL in Python?

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They provide an abstraction to define the subgraphs during the construction of the true and false branch of the conditional.

Similar to all the other operators, tf.cond only adds a bunch of nodes in the graph that is used in run calls.

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