// a consequence some values, which are supposed in the original [rmin, rmax]
// range will be outside the shifted range and be clamped during quantization.
// TODO: we should nudge the scale as well, but that requires the
// fake quant op used in the training to use the nudged scale as well.
static void getNudgedScaleAndZeroPoint(int64_t qmin, int64_t qmax, double rmin,
                                       double rmax, double &scale,

                    assert buildEnvironment.isLongLivingProcess() == ${daemon}
                }
            }

            task judge(type: DaemonJudge)
        """
        // Force to start a new JVM
        file("gradle.properties") << "org.gradle.jvmargs=-Xmx32m"

        expect:
        succeeds('judge', arg)

        where:
        daemon | arg
        true   | '--daemon'
        false  | '--no-daemon'
    }

// https://github.com/kubernetes/enhancements/tree/master/keps/sig-windows/116-windows-node-support#v1container
// Windows does not have a root user, we cannot judge the root identity of the windows container by the way to judge the root(uid=0) of the linux container.
// According to the discussion of sig-windows, at present, we assume that ContainerAdministrator is the windows container root user,

//   - numBits < 8 is promoted to uint8 or int8
//   - "narrow_range" narrows the lower bound of the storage type's range by
//     1
//   - the specified min/max values are "nudged" so that the result has a zero
//     that can be exactly expressed
//   - min=max=0 implies scale=0 and zero_point=0
//
// With the above assumptions applied, every conforming specified FakeQuant op

// whichever comes first. An attempt to delete a recycler pod is always
// attempted before returning.
//
// In case there is a pod with the same namespace+name already running, this
// function deletes it as it is not able to judge if it is an old recycler
// or user has forged a fake recycler to block Kubernetes from recycling.//
//
//	 pod - the pod designed by a volume plugin to recycle the volume. pod.Name