A single inference step for this step graph. Args: theta: variables used by sub-steps. prepared_inputs: A NestedMap containing external_inputs that were pre-processed by the PrepareExternalInputs method of each sub-step. The keys are the names of the sub-steps.
(self, theta, prepared_inputs, step_inputs, padding, state0)
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