slices.Sort(pauses)
	var total uint64
	for _, ns := range pauses {
		total += ns
	}
	// ns/op for this benchmark is average STW time.
	b.ReportMetric(float64(total)/float64(b.N), "ns/op")
	b.ReportMetric(float64(pauses[len(pauses)*95/100]), "p95-ns/STW")
	b.ReportMetric(float64(pauses[len(pauses)*50/100]), "p50-ns/STW")
}

func BenchmarkPoolExpensiveNew(b *testing.B) {

	// Verify that /gc/pauses:seconds is a copy of /sched/pauses/total/gc:seconds
	if !reflect.DeepEqual(gcPauses.Buckets, schedPausesTotalGC.Buckets) {
		t.Errorf("/gc/pauses:seconds buckets %v do not match /sched/pauses/total/gc:seconds buckets %v", gcPauses.Buckets, schedPausesTotalGC.Counts)
	}
	if !reflect.DeepEqual(gcPauses.Counts, schedPausesTotalGC.Counts) {

		throw("short slice passed to readGCStats")
	}

	// Pass back: pauses, pause ends, last gc (absolute time), number of gc, total pause ns.
	lock(&mheap_.lock)

	n := memstats.numgc
	if n > uint32(len(memstats.pause_ns)) {
		n = uint32(len(memstats.pause_ns))
	}

	// The pause buffer is circular. The most recent pause is at
	// pause_ns[(numgc-1)%len(pause_ns)], and then backward

	/cpu/classes/gc/pause:cpu-seconds
		Estimated total CPU time spent with the application paused by
		the GC. Even if only one thread is running during the pause,
		this is computed as GOMAXPROCS times the pause latency because
		nothing else can be executing. This is the exact sum of samples
		in /sched/pauses/total/gc:seconds if each sample is multiplied
		by GOMAXPROCS at the time it is taken. This metric is an

	// any conversion.
	readGCStats(&stats.Pause)
	n := len(stats.Pause) - 3
	stats.LastGC = time.Unix(0, int64(stats.Pause[n]))
	stats.NumGC = int64(stats.Pause[n+1])
	stats.PauseTotal = stats.Pause[n+2]
	n /= 2 // buffer holds pauses and end times
	stats.Pause = stats.Pause[:n]

	if cap(stats.PauseEnd) < maxPause {
		stats.PauseEnd = make([]time.Time, 0, maxPause)
	}

				sched.timeToRun.write(out)
			},
		},
		"/sched/pauses/stopping/gc:seconds": {
			compute: func(_ *statAggregate, out *metricValue) {
				sched.stwStoppingTimeGC.write(out)
			},
		},
		"/sched/pauses/stopping/other:seconds": {
			compute: func(_ *statAggregate, out *metricValue) {
				sched.stwStoppingTimeOther.write(out)
			},
		},
		"/sched/pauses/total/gc:seconds": {

// license that can be found in the LICENSE file.

package time

import (
	"internal/godebug"
	"unsafe"
)

// Sleep pauses the current goroutine for at least the duration d.
// A negative or zero duration causes Sleep to return immediately.
func Sleep(d Duration)

var asynctimerchan = godebug.New("asynctimerchan")

// syncTimer returns c as an unsafe.Pointer, for passing to newTimer.

		// sched.idleTime and sched.totaltime. memstats also include
		// the pause time (work,pauseNS), forcing computation of the
		// total pause time before the pause actually ends.
		//
		// Here we reuse the same now for start the world so that the
		// time added to /sched/pauses/total/gc:seconds will be
		// consistent with the value in memstats.
		startTheWorldWithSema(now, stw)
	})

#include "tensorflow/compiler/mlir/quantization/stablehlo/passes/bridge/passes.h"

#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/Pass/PassManager.h"  // from @llvm-project
#include "mlir/Pass/PassOptions.h"  // from @llvm-project
#include "mlir/Transforms/Passes.h"  // from @llvm-project
#include "xla/mlir_hlo/mhlo/transforms/passes.h"

namespace mlir::quant::stablehlo {

#define GEN_PASS_DECL_CONVERTTFQUANTOPSTOMHLO
#define GEN_PASS_DECL_CONVERTTFQUANTTYPES
#define GEN_PASS_DECL_VERIFYQUANTLEGALIZATION
#define GEN_PASS_DECL_OPTIMIZEINTGRAPH
#include "tensorflow/compiler/mlir/quantization/stablehlo/passes/bridge/passes.h.inc"
}  // namespace mlir::quant::stablehlo