tf.keras.layers.LeakyReLU

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Leaky version of a Rectified Linear Unit.

Inherits From: Layer

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.layers.LeakyReLU, `tf.compat.v2.keras.layers.LeakyReLU`

tf.keras.layers.LeakyReLU(
    alpha=0.3, **kwargs
)

It allows a small gradient when the unit is not active: f(x) = alpha * x for x < 0, f(x) = x for x >= 0.

Input shape:

Arbitrary. Use the keyword argument input_shape (tuple of integers, does not include the samples axis) when using this layer as the first layer in a model.

Output shape:

Same shape as the input.

Arguments
alpha	Float >= 0. Negative slope coefficient.