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// RUN: tf-opt %s -split-input-file -verify-diagnostics  -tf-xla-cluster-formation | FileCheck %s

// Check that we outline the partitioned call with `_xla_compile_device_type`
// to a device cluster.
// CHECK-LABEL: func.func @xla_must_compile_true
// CHECK: tf_device.cluster
// CHECK-NEXT: tf.StatefulPartitionedCall
// CHECK-NEXT: tf_device.return
// CHECK: _cluster_outlined_function_name = "stateful_pcall_func"
// CHECK-SAME: allow_soft_placement = true

// implementation; the file example_pq_test.go has the complete source.
package heap

import "sort"

// The Interface type describes the requirements
// for a type using the routines in this package.
// Any type that implements it may be used as a
// min-heap with the following invariants (established after
// [Init] has been called or if the data is empty or sorted):
//

  // outlined, as the constant operand is replaced by an argument.
  pm.addPass(mlir::createInlinerPass({}, NoCanonicalization));
  // Lift resource operations out of device computation. This step needs to be
  // done after inlining.
  pm.addPass(mlir::TFDevice::CreateResourceOpLiftingPass());
  // Outline clusters into cluster functions.

    # copybara:comment_begin(JitRt/Auto fusion depreciated)
    exclude = [
        "auto-fusion.mlir",
        "tf_to_corert_pipeline_cpurt.mlir",
        "outline-cpurt-cluster.mlir",
    ],
    # copybara:comment_end
    features = if_oss(["--path=org_tensorflow/tensorflow/compiler/mlir/tfrt"]),
    size_override = {
        "fallback.mlir": "medium",
    },

			// test to race thread destruction too.
			once := routines%5 == 4
			go waiter(question, response, once)

			// Keep a count of how many goroutines are
			// going to participate in the
			// question/response test. This will count up
			// towards 2*launches minus the count of
			// routines that have been invoked with
			// once=true.
			routines++

			// Decide what value we want to set the

// Copyright 2010 The Go Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

package flag

import (
	"io"
	"os"
)

// Additional routines compiled into the package only during testing.

var DefaultUsage = Usage

// ResetForTesting clears all flag state and sets the usage function as directed.

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