# Test the handling of the input data types. In particular, if the data type
# for an input graph node is specified via command line options, use it.
# otherwise, use the data type of the node in the graph.

node {
  name: "p"
  op: "Placeholder"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "shape"
    value {
      shape {

Benjamin Bentmann <******@****.***> 1243457293 +0000

Xiaopeng Han <******@****.***> 1659103598 +0800

# Test the handling of the input data types. In particular, if the data type
# for an input graph node is specified via command line options, use it.
# otherwise, use the data type of the node in the graph.

node {
  name: "p"
  op: "Placeholder"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "shape"
    value {
      shape {

  ports:
  - name: nginx
    port: 443
    protocol: TCP
    targetPort: 443
  type: ExternalName
---
apiVersion: v1
kind: Service
metadata:
  name: nginx-svc2
  namespace: nginx-ns2
spec:
  externalName: nginx.example.com
  ports:
  - port: 443
    protocol: TCP
    targetPort: 443
  type: ExternalName
--- 
apiVersion: v1
kind: Service
metadata:
  name: nginx-svc3

apiVersion: v1
kind: Service
metadata:
  name: nginx-svc4
  namespace: nginx-ns4
spec:
  externalName: nginx.example.com
  ports:
  - name: https
    port: 443
    protocol: TCP
    targetPort: 443

// RUN: tf-opt -tfl-prepare-tf=allow-bf16-and-f16-type-legalization=true %s | FileCheck %s

module attributes {tf.versions = {bad_consumers = [], min_consumer = 0 : i32, producer = 268 : i32}} {

// CHECK-LABEL: conv_2d_bf16
func.func @conv_2d_bf16(%arg0 : tensor<256x32x32x3xbf16>, %arg1 : tensor<3x3x3x16xbf16>) -> tensor<256x8x7x16xbf16> {

		fmt.Fprintf(w, "typs[%d] = %s\n", i, typ)
	}
	fmt.Fprintln(w, "return typs[:]")
	fmt.Fprintln(w, "}")
}

// typeInterner maps Go type expressions to compiler code that
// constructs the denoted type. It recognizes and reuses common
// subtype expressions.
type typeInterner struct {
	typs []string
	hash map[string]int
}

func (i *typeInterner) intern(t ast.Expr) int {
	x := i.mktype(t)

	if m.t&argString != 0 && isConvertibleToString(typ) {
		return true
	}

	if typ, _ := aliases.Unalias(typ).(*types.TypeParam); typ != nil {
		// Avoid infinite recursion through type parameters.
		if m.seen[typ] {
			return true
		}
		m.seen[typ] = true
		terms, err := typeparams.StructuralTerms(typ)
		if err != nil {
			return true // invalid type (possibly an empty type set)
		}

		if len(terms) == 0 {

// but does not make them visible to user code.
func InitRuntime() {
	base.Timer.Start("fe", "loadsys")

	typs := runtimeTypes()
	for _, d := range &runtimeDecls {
		sym := ir.Pkgs.Runtime.Lookup(d.name)
		typ := typs[d.typ]
		switch d.tag {
		case funcTag:
			importfunc(sym, typ)
		case varTag:
			importvar(sym, typ)
		default:
			base.Fatalf("unhandled declaration tag %v", d.tag)
		}
	}
}