Zone:    loc,
		SubZone: "", // GCP has no subzone concept
	}
}

const ComputeReadonlyScope = "https://www.googleapis.com/auth/compute.readonly"

// Labels attempts to retrieve the GCE instance labels within the timeout
// Requires read access to the Compute API (compute.instances.get)
func (e *gcpEnv) Labels() map[string]string {
	md := e.Metadata()
	ctx, cancel := context.WithTimeout(context.Background(), defaultTimeout)

const (
	// Name is the name of the plugin used in the plugin registry and configurations.
	Name = names.VolumeRestrictions
	// preFilterStateKey is the key in CycleState to VolumeRestrictions pre-computed data for Filtering.
	// Using the name of the plugin will likely help us avoid collisions with other plugins.
	preFilterStateKey = "PreFilter" + Name

	// ErrReasonDiskConflict is used for NoDiskConflict predicate error.

//                             -(i+1)
//                      s  +  2       <= y                       (3)
//                       i                i
//
//      The advantage of (3) is that s  and y  can be computed by
//                                    i      i
//      the following recurrence formula:
//          if (3) is false
//
//          s     =  s  ,       y    = y   ;                     (4)

    Res<TF_Float32Tensor, [{A 1D Tensor for the computed batch mean, to be used by TensorFlow
to compute the running mean.}]>:$batch_mean,
    Res<TF_Float32Tensor, [{A 1D Tensor for the computed batch variance, to be used by
TensorFlow to compute the running variance.}]>:$batch_variance,
    Res<TF_Float32Tensor, [{A 1D Tensor for the computed batch mean, to be reused
in the gradient computation.}]>:$reserve_space_1,

That is, quo = ⌊u/v⌋ where ⌊x⌋ denotes the floor (truncation to integer) of x,
and rem = u - quo·v.


Long Division

Division in a computer proceeds the same as long division in elementary school,
but computers are not as good as schoolchildren at following vague directions,
so we have to be much more precise about the actual steps and what can happen.

limitations under the License.
*/

package runtime

import (
	"sync"

	"k8s.io/apimachinery/pkg/runtime/schema"
)

type equivalentResourceRegistry struct {
	// keyFunc computes a key for the specified resource (this allows honoring colocated resources across API groups).
	// if null, or if "" is returned, resource.String() is used as the key
	keyFunc func(resource schema.GroupResource) string

                             std::vector<Gradient*>*, bool)>(lambda) {}
};

// Computes Jacobian-vector products using forward-mode automatic
// differentiation.
//
// While GradientTape's RecordOperation is trivial, ForwardAccumulator's
// Accumulate runs the gradient computation immediately.
//
// Keeps references to Tensors watched via Watch and computed in Accumulate
// corresponding to output_tensors, and releases these references in its

    public static <T> List<T> merge(List<T> tgt, List<T> src, KeyComputer<T> computer, BinaryOperator<T> remapping) {
        if (src.isEmpty()) {
            return tgt;
        }

        MergingList<T> list;
        if (tgt instanceof MergingList) {
            list = (MergingList<T>) tgt;
        } else {
            list = new MergingList<>(computer, src.size() + tgt.size());
            list.mergeAll(tgt, (t, s) -> s);

        return distName + "/" + urlHash;
    }

    /**
     * This method computes a hash of the provided {@code string}.
     * <p>
     * The algorithm in use by this method is as follows:
     * <ol>
     *    <li>Compute the MD5 value of the UTF-8 {@code string}.</li>
     *    <li>Truncate leading zeros (i.e., treat the MD5 value as a number).</li>

	// Prioritize based on extender-implemented priority functions. The returned scores & weight
	// are used to compute the weighted score for an extender. The weighted scores are added to
	// the scores computed by Kubernetes scheduler. The total scores are used to do the host selection.
	Prioritize(pod *v1.Pod, nodes []*NodeInfo) (hostPriorities *extenderv1.HostPriorityList, weight int64, err error)