func.func @quantized_conv2d_fn(
                         %input : tensor<*xf32>, %weight : tensor<*x!tf_type.qint8>,
                         %weight_scale : tensor<*xf32>, %weight_zp : tensor<*xi32>) -> tensor<*xf32>
      attributes {tf_quant.quantized_ops = ["Conv2D"]} {

    %out = "tf.UniformQuantizedConvolutionHybrid"(%input, %weight,
                           %weight_scale, %weight_zp) {
        Tlhs = "tfdtype$DT_FLOAT",

    # output shape: [-1, 1024]
    fc1 = gen_mnist_ops.new_fully_connected(reshape, self.weights['f3'],
                                            self.biases['b3'], 'RELU')
    # output shape: [-1, 10]
    return gen_mnist_ops.new_fully_connected(fc1, self.weights['f4'],
                                             self.biases['b4'])


def main(strategy):

kind: VirtualService
metadata:
  name: reviews
spec:
  hosts:
    - reviews
  http:
  - route:
    - destination:
        host: reviews
        subset: v1
      weight: 50
    - destination:
        host: reviews
        subset: v3

				{Name: names.TaintToleration, Weight: ptr.To[int32](3)},
				{Name: names.NodeAffinity, Weight: ptr.To[int32](2)},
				{Name: names.NodePorts},
				{Name: names.NodeResourcesFit, Weight: ptr.To[int32](1)},
				{Name: names.VolumeRestrictions},
				{Name: names.NodeVolumeLimits},
				{Name: names.VolumeBinding},
				{Name: names.VolumeZone},
				{Name: names.PodTopologySpread, Weight: ptr.To[int32](2)},

    route:
    - destination:
        port:
          number: 81
        host: service3.default.svc.cluster.local
        subset: v1
      weight: 80
    - destination:
        host: service3.default.svc.cluster.local
        subset: v2

  name: reviews
spec:
  parentRefs:
  - group: ""
    kind: Service
    name: reviews
    port: 9080
  rules:
  - backendRefs:
    - name: reviews-v1
      port: 9080
      weight: 90
    - name: reviews-v2
      port: 9080

  - name: helloworld-gateway
  rules:
  - matches:
    - path:
        type: Exact
        value: /hello
    backendRefs:
    - name: helloworld-v1
      port: 5000
      weight: 90
    - name: helloworld-v2
      port: 5000

    namespace: istio-system
  hostnames: ["third.domain.example"]
  rules:
  - backendRefs:
    - name: nonexistent
      port: 80
      weight: 1
    - name: httpbin
      port: 80
      weight: 1
    - name: httpbin
      kind: GcsBucket
      weight: 1
---
apiVersion: gateway.networking.k8s.io/v1beta1
kind: HTTPRoute
metadata:
  name: invalid-mirror
  namespace: default
spec:

kind: VirtualService
metadata:
  name: reviews
spec:
  hosts:
    - reviews
  http:
  - route:
    - destination:
        host: reviews
        subset: v1
      weight: 90
    - destination:
        host: reviews
        subset: v2

		var nodeScore, weightSum int64
		for i := range requested {
			if allocable[i] == 0 {
				continue
			}
			weight := resources[i].Weight
			resourceScore := resourceScoringFunction(requested[i], allocable[i])
			if resourceScore > 0 {
				nodeScore += resourceScore * weight
				weightSum += weight
			}
		}
		if weightSum == 0 {
			return 0
		}
		return int64(math.Round(float64(nodeScore) / float64(weightSum)))
	}