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Ensures types remain consistent.

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PiperOrigin-RevId: 563244784
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A. Unique TensorFlower 2023-09-06 16:12:46 -07:00
parent c92610e37a
commit a23cccde8b
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tensorflow_privacy/privacy/dp_query/normalized_query.py
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@ -73,7 +73,7 @@ class NormalizedQuery(dp_query.SumAggregationDPQuery):
sample_state, global_state.numerator_state) sample_state, global_state.numerator_state)
def normalize(v): def normalize(v):
return tf.truediv(v, global_state.denominator) return tf.truediv(v, tf.cast(global_state.denominator, v.dtype))
# The denominator is constant so the privacy cost comes from the numerator. # The denominator is constant so the privacy cost comes from the numerator.
return (tf.nest.map_structure(normalize, noised_sum), return (tf.nest.map_structure(normalize, noised_sum),