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tf.keras.ops.softsign

Softsign activation function.

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Main aliases

tf.keras.ops.nn.softsign

tf.keras.ops.softsign(
    x
)

It is defined as f(x) = x / (abs(x) + 1).

Args
`x`	Input tensor.

Returns
A tensor with the same shape as `x`.

Example:

x = keras.ops.convert_to_tensor([-0.100, -10.0, 1.0, 0.0, 100.0])
keras.ops.softsign(x)
Array([-0.09090909, -0.90909094, 0.5, 0.0, 0.990099], dtype=float32)

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Last updated 2024-04-26 UTC.

tf.keras.ops.softsign

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Args

Returns

Example: