%cst_0 = arith.constant dense<[1.0, 2.0, 3.0]> : tensor<3xf32>
  %w = arith.constant dense<2.0> : tensor<3x3x3x3xf32>
  %q = "tfl.quantize"(%w) {qtype = tensor<3x3x3x3x!quant.uniform<i8<-127:127>:f32:0,{1.0,2.0,3.0}>>} : (tensor<3x3x3x3xf32>) -> tensor<3x3x3x3x!quant.uniform<i8<-127:127>:f32:0,{1.0,2.0,3.0}>>
  %dq = "tfl.dequantize"(%q) : (tensor<3x3x3x3x!quant.uniform<i8<-127:127>:f32:0,{1.0,2.0,3.0}>>) -> tensor<3x3x3x3xf32>

		[6]*argField{ap_ImmSigned_11_15, ap_FPReg_6_10, ap_FPReg_16_20, ap_ImmUnsigned_21_22}},
	{DQUAICC, 0xfc0001ff00000000, 0xec00008700000000, 0x0, // DFP Quantize Immediate Z23-form (dquai. TE,FRT,FRB,RMC)
		[6]*argField{ap_ImmSigned_11_15, ap_FPReg_6_10, ap_FPReg_16_20, ap_ImmUnsigned_21_22}},

		}
		limitTypeSet[limit.Type] = true

		keys := sets.Set[string]{}
		min := map[string]resource.Quantity{}
		max := map[string]resource.Quantity{}
		defaults := map[string]resource.Quantity{}
		defaultRequests := map[string]resource.Quantity{}
		maxLimitRequestRatios := map[string]resource.Quantity{}

		for k, q := range limit.Max {

							Description: "targetValue is the target value of the metric (as a quantity). Mutually exclusive with TargetAverageValue.",
							Ref:         ref("k8s.io/apimachinery/pkg/api/resource.Quantity"),
						},
					},
					"targetAverageValue": {
						SchemaProps: spec.SchemaProps{
							Description: "targetAverageValue is the target per-pod value of global metric (as a quantity). Mutually exclusive with TargetValue.",

  map<string, .k8s.io.apimachinery.pkg.api.resource.Quantity> max = 2;

  // Min usage constraints on this kind by resource name.
  // +optional
  map<string, .k8s.io.apimachinery.pkg.api.resource.Quantity> min = 3;

  // Default resource requirement limit value by resource name if resource limit is omitted.
  // +optional
  map<string, .k8s.io.apimachinery.pkg.api.resource.Quantity> default = 4;

        },
        "type": "object"
      },
      "io.k8s.apimachinery.pkg.api.resource.Quantity": {

  func.return %0 : tensor<4x1xf16>
}

// -----

// CHECK-LABEL: func @max_qint
// Regression test to ensure we don't crash getting the initial value for
// tf.Max when using quantized integer types.
func.func @max_qint(%arg0: tensor<4x8x!tf_type.qint8>) -> tensor<4x1x!tf_type.qint8> {
  %dimension = "tf.Const"() { value = dense<1> : tensor<1xi64> } : () -> tensor<1xi64>

		`BoolValue:` + valueToStringGenerated(this.BoolValue) + `,`,
		`StringValue:` + valueToStringGenerated(this.StringValue) + `,`,
		`QuantityValue:` + strings.Replace(fmt.Sprintf("%v", this.QuantityValue), "Quantity", "resource.Quantity", 1) + `,`,
		`IntValue:` + valueToStringGenerated(this.IntValue) + `,`,
		`IntSliceValue:` + strings.Replace(this.IntSliceValue.String(), "NamedResourcesIntSlice", "NamedResourcesIntSlice", 1) + `,`,

	// Name prefix for storage resource limits
	ResourceAttachableVolumesPrefix = "attachable-volumes-"
)

// ResourceList is a set of (resource name, quantity) pairs.
type ResourceList map[ResourceName]resource.Quantity

// +genclient
// +genclient:nonNamespaced
// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
// +k8s:prerelease-lifecycle-gen:introduced=1.0

func autoConvert_v1_EmptyDirVolumeSource_To_core_EmptyDirVolumeSource(in *v1.EmptyDirVolumeSource, out *core.EmptyDirVolumeSource, s conversion.Scope) error {
	out.Medium = core.StorageMedium(in.Medium)
	out.SizeLimit = (*resource.Quantity)(unsafe.Pointer(in.SizeLimit))
	return nil
}

// Convert_v1_EmptyDirVolumeSource_To_core_EmptyDirVolumeSource is an autogenerated conversion function.