tf.saturate_cast

tf.saturate_cast(
    value,
    dtype,
    name=None
)

Defined in tensorflow/python/ops/math_ops.py.

See the guide: Tensor Transformations > Casting

Performs a safe saturating cast of value to dtype.

This function casts the input to dtype without applying any scaling. If there is a danger that values would over or underflow in the cast, this op applies the appropriate clamping before the cast.

Args:

  • value: A Tensor.
  • dtype: The desired output DType.
  • name: A name for the operation (optional).

Returns:

value safely cast to dtype.