} else {
        return std::nullopt;
      }

      // Gather custom ops.
      custom_ops_[op_name].insert(op_desc);
    } else {
      // Insert failed op to `flex_ops` or `custom_ops`.
      if (is_allowed_flex_op) {
        failed_flex_ops_[op_name].insert(op_desc);
        tfl::AttachErrorCode(
            inst->emitOpError("is neither a custom op nor a flex op"),

  TF_Run_Setup(noutputs, output_values, status);

  // Convert from TF_Output and TF_Tensor to a string and Tensor.
  std::vector<std::pair<string, Tensor>> input_pairs(ninputs);
  if (!TF_Run_Inputs(input_values, &input_pairs, status)) return;
  for (int i = 0; i < ninputs; ++i) {
    input_pairs[i].first = OutputName(inputs[i]);
  }

  // Convert from TF_Output to string names.

(Phi <t> nx:(Not x) ny:(Not y)) && nx.Uses == 1 && ny.Uses == 1 => (Not (Phi <t> x y))

// Get rid of Convert ops for pointer arithmetic on unsafe.Pointer.
(Convert (Add(64|32) (Convert ptr mem) off) mem) => (AddPtr ptr off)
(Convert (Convert ptr mem) mem) => ptr

// strength reduction of divide by a constant.
// See ../magic.go for a detailed description of these algorithms.

           "contains ops placed on the same host";

  let constructor = "TF::CreateClusterTFOpsByHostPass()";
}

def ConvertToLegacyCompileAndReplicateAttributesPass : Pass<"tf-convert-to-legacy-compile-and-replicate-attributes", "mlir::func::FuncOp"> {
  let summary = "Convert unified compilation and replication attributes back to legacy attributes.";

  let description = [{
    This transformation pass converts unified compilation and replication

	}
	shouldPanic("reflect: cannot convert slice with length 4 to pointer to array with length 8", func() {
		_ = v.Convert(pt)
	})

	if v.CanConvert(pt.Elem()) {
		t.Errorf("slice with length 4 should not be convertible to [8]byte")
	}
	shouldPanic("reflect: cannot convert slice with length 4 to array with length 8", func() {
		_ = v.Convert(pt.Elem())
	})
}

	if tp.Kind() == reflect.Pointer {
		resourcePaths.Insert(sets.List[string](collectResourcePaths(t, resourcename, path, name, tp.Elem()))...)
		return resourcePaths
	}

	if strings.Contains(strings.ToLower(name), resourcename) {
		resourcePaths.Insert(path.String())
	}

	switch tp.Kind() {
	case reflect.Pointer:

        "supports-color": "^5.3.0"
      },
      "engines": {
        "node": ">=4"
      }
    },
    "node_modules/color-convert": {
      "version": "1.9.3",
      "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-1.9.3.tgz",
      "integrity": "sha512-QfAUtd+vFdAtFQcC8CCyYt1fYWxSqAiK2cSD6zDB8N3cpsEBAvRxp9zOGg6G/SHHJYAT88/az/IuDGALsNVbGg==",
      "dev": true,
      "dependencies": {

		{name: "CVTSQ2SS", argLength: 1, reg: gpfp, asm: "CVTSQ2SS"},   // convert int64 to float32
		{name: "CVTSQ2SD", argLength: 1, reg: gpfp, asm: "CVTSQ2SD"},   // convert int64 to float64
		{name: "CVTSD2SS", argLength: 1, reg: fp11, asm: "CVTSD2SS"},   // convert float64 to float32
		{name: "CVTSS2SD", argLength: 1, reg: fp11, asm: "CVTSS2SD"},   // convert float32 to float64

  SmallVector<unsigned int, 2> port;

  bool operator==(const ValuePort& other) const {
    return producer == other.producer && port == other.port;
  }

  ValuePort() = default;

  // Convert output value to ValuePort.
  explicit ValuePort(Value v) {
    OpResult opr = mlir::dyn_cast<OpResult>(v);
    if (opr) {
      producer = opr.getOwner();
      port = {opr.getResultNumber()};
    } else {

}

// Convert returns the value v converted to type t.
// If the usual Go conversion rules do not allow conversion
// of the value v to type t, or if converting v to type t panics, Convert panics.
func (v Value) Convert(t Type) Value {
	if v.flag&flagMethod != 0 {
		v = makeMethodValue("Convert", v)
	}
	op := convertOp(t.common(), v.typ())
	if op == nil {