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Clarify activation arg scope in real_nvp_default_template #2024

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Clarify activation arg scope in real_nvp_default_template #2024

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7 changes: 5 additions & 2 deletions tensorflow_probability/python/bijectors/real_nvp.py
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Expand Up @@ -352,8 +352,11 @@ def real_nvp_default_template(hidden_layers,
512]`.
shift_only: Python `bool` indicating if only the `shift` term shall be
computed (i.e. NICE bijector). Default: `False`.
activation: Activation function (callable). Explicitly setting to `None`
implies a linear activation.
activation: Activation function (callable) applied to each hidden layer.
The final layer is always linear regardless of this setting. Explicitly
setting to `None` implies a linear activation for the hidden layers as
well. Do not also pass `activation` via `**kwargs`; doing so will raise
a `TypeError`.
name: A name for ops managed by this function. Default:
'real_nvp_default_template'.
*args: `tf.layers.dense` arguments.
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