Function StopGradient

tensorflow/go/op/wrappers.go:2225–2237

Stops gradient computation. When executed in a graph, this op outputs its input tensor as-is. When building ops to compute gradients, this op prevents the contribution of its inputs to be taken into account. Normally, the gradient generator adds ops to a graph to compute the derivatives of a spec

(scope *Scope, input tf.Output)

// *  Adversarial training, where no backprop should happen through the adversarial
//    example generation process.
func StopGradient(scope *Scope, input tf.Output) (output tf.Output) {
	if scope.Err() != nil {
		return
	}
	opspec := tf.OpSpec{
		Type: "StopGradient",
		Input: []tf.Input{
			input,
		},
	}
	op := scope.AddOperation(opspec)
	return op.Output(0)
}

// Identity op for gradient debugging.
//