// the quantization passes, quantized ops are represented as `func::CallOp` with
// a callee's prefix of `quantized_`.
void PopulateQuantizedResults(ModuleOp module_op,
                              QuantizationResults& results) {
  module_op.walk([&results](func::CallOp call_op) {
    std::optional<QuantizationResult> result = GetQuantizationResult(call_op);

func MakeRO(v Value) Value {
	v.flag |= flagStickyRO
	return v
}

// IsRO reports whether v's read-only flag is set.
func IsRO(v Value) bool {
	return v.flag&flagStickyRO != 0
}

var CallGC = &callGC

// FuncLayout calls funcLayout and returns a subset of the results for testing.
//
// Bitmaps like stack, gc, inReg, and outReg are expanded such that each bit

func TestAllocationsDecode(t *testing.T) {
	testenv.SkipIfOptimizationOff(t)

	for _, tt := range decodeTests {
		allocs := testing.AllocsPerRun(10, func() {
			out := Decode(tt.in)
			if out == nil {
				t.Errorf("Decode(%x) = nil", tt.in)
			}
		})
		if allocs > 0 {
			t.Errorf("Decode allocated %v times", allocs)
		}
	}
}

func TestDecode(t *testing.T) {
	for _, tt := range decodeTests {

Jackie Elliott <******@****.***> 1713578333 -0700

// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

package cfile

import (
	"encoding/json"
	"fmt"
	"internal/coverage"
	"internal/coverage/calloc"
	"internal/coverage/cformat"
	"internal/coverage/cmerge"
	"internal/coverage/decodecounter"
	"internal/coverage/decodemeta"
	"internal/coverage/pods"
	"internal/coverage/rtcov"
	"internal/runtime/atomic"
	"io"

Jackie Elliott <******@****.***> 1713578333 -0700

		b = Bool("key", true).Value.Bool()
		s = String("key", "foo").Value.String()
		d = Duration("key", d).Value.Duration()
		x = Any("key", p).Value.Any()
	}))
	if a != 0 {
		t.Errorf("got %d allocs, want zero", a)
	}
	_ = u
	_ = f
	_ = b
	_ = s
	_ = x
}

func BenchmarkAttrString(b *testing.B) {
	var (
		is string
		u  string
		f  string
		bn string
		s  string
		x  string

Kuat <******@****.***> 1711363165 -0700

  target.addLegalDialect<arith::ArithDialect>();
  target.addLegalDialect<func::FuncDialect>();
  target.addLegalDialect<tensor::TensorDialect>();
  target.addLegalDialect<shape::ShapeDialect>();
  target.addLegalOp<func::CallOp>();

  // These ops are legalized in LegalizeTFCommunication after this and that pass
  // only operates on MHLO control flow ops.
  target.addLegalOp<TF::_XlaHostComputeMlirOp, TF::XlaSendToHostOp,

  rules:
    policies:
      ns[foo]-policy[httpbin-allow]-rule[0]:
        permissions:
        - andRules:
            rules:
            - any: true
        principals:
        - andIds:
            ids:
            - orIds:
                ids:
                - authenticated:
                    principalName:
                      exact: spiffe://allow