Specifies that ops of type op_type
is not differentiable.
Aliases:
tf.compat.v1.NoGradient
tf.compat.v1.NotDifferentiable
tf.compat.v1.no_gradient
tf.compat.v2.no_gradient
tf.no_gradient(op_type)
This function should not be used for operations that have a well-defined gradient that is not yet implemented. tf.size()This function is only used when defining a new op type. It may be used for ops such as that are not differentiable. For example:
tf.no_gradient("Size")
The gradient computed for 'op_type' will then propagate zeros. For ops that have a well-defined gradient but are not yet implemented, no declaration should be made, and an error must be thrown if an attempt to request its gradient is made.
Args:
op_type
: The string type of an operation. This corresponds to theOpDef.name
field for the proto that defines the operation.
Raises:
TypeError
: Ifop_type
is not a string.