SYS_GETITIMER              = 4105
	SYS_STAT                   = 4106
	SYS_LSTAT                  = 4107
	SYS_FSTAT                  = 4108
	SYS_UNUSED109              = 4109
	SYS_IOPL                   = 4110
	SYS_VHANGUP                = 4111
	SYS_IDLE                   = 4112
	SYS_VM86                   = 4113
	SYS_WAIT4                  = 4114
	SYS_SWAPOFF                = 4115
	SYS_SYSINFO                = 4116

        when:
        def xml = getXml(result, options)

        then:
        new JUnitTestClassExecutionResult(xml, "com.foo.FooTest", "com.foo.FooTest", TestResultOutputAssociation.WITH_SUITE)
            .assertTestCount(4, 1, 1, 0)
            .assertTestFailed("some failing test", equalTo('failure message'))
            .assertTestsSkipped("some skipped test")
            .assertTestsExecuted("some test", "some test two", "some failing test")

	SYS_GETEUID                 = 5105
	SYS_GETEGID                 = 5106
	SYS_SETPGID                 = 5107
	SYS_GETPPID                 = 5108
	SYS_GETPGRP                 = 5109
	SYS_SETSID                  = 5110
	SYS_SETREUID                = 5111
	SYS_SETREGID                = 5112
	SYS_GETGROUPS               = 5113
	SYS_SETGROUPS               = 5114
	SYS_SETRESUID               = 5115
	SYS_GETRESUID               = 5116

	SYS_STAT                         = 4106
	SYS_LSTAT                        = 4107
	SYS_FSTAT                        = 4108
	SYS_UNUSED109                    = 4109
	SYS_IOPL                         = 4110
	SYS_VHANGUP                      = 4111
	SYS_IDLE                         = 4112
	SYS_VM86                         = 4113
	SYS_WAIT4                        = 4114
	SYS_SWAPOFF                      = 4115

        def values = walker.findValues()

        then:
        1 * graph.getNodeValues(1, _, _) >> { args -> args[1] << '1'; args[2] << 1 }
        1 * graph.getEdgeValues(1, 1, _) >> { args -> args[2] << '1->1' }
        0 * _._
        values == ['1', '1->1'] as Set
    }

    def collectsValuesWhenMultipleCyclesInGraph() {
        when:
        walker.add(1)
        def values = walker.findValues()

// CHECK-NEXT:      %4 = "tfl.pseudo_const"() <{value = dense<[-1, -1, 0, -1]> : tensor<4xi32>}> : () -> tensor<4xi32>
// CHECK-NEXT:      %5 = "tfl.pseudo_const"() <{value = dense<[-1, -1, -1, 0]> : tensor<4xi32>}> : () -> tensor<4xi32>
// CHECK-NEXT:      %6 = "tfl.pseudo_const"() <{value = dense<1> : tensor<i32>}> : () -> tensor<i32>

	SYS_STAT                         = 4106
	SYS_LSTAT                        = 4107
	SYS_FSTAT                        = 4108
	SYS_UNUSED109                    = 4109
	SYS_IOPL                         = 4110
	SYS_VHANGUP                      = 4111
	SYS_IDLE                         = 4112
	SYS_VM86                         = 4113
	SYS_WAIT4                        = 4114
	SYS_SWAPOFF                      = 4115

00000010  31 f3 b1 d8 c7 c9 26 6d  74 0a c0 c0 c0 39 ad b5  |1.....&mt....9..|
00000020  1b b1 dc d3 15 9f a4 96  27 dd 65 85 ad 83 2f 97  |........'.e.../.|
00000030  42 6f 8a 9b 58 fc f8 1b  54 89 cd 9c 11 10 b9 1d  |Bo..X...T.......|
00000040  c3 e1 8e 89 20 a5 2d 0b  31 b5 e0 16 54 ce 93 9b  |.... .-.1...T...|
00000050  de cc b1 af 48 48 33 96  4d a6 00 78 7b 60 3f 7c  |....HH3.M..x{`?||

func.func @prepareStatisticsNudge(%arg0: tensor<8x4x3xf32>) -> tensor<8x4x3xf32> {
  %0 = "quantfork.stats"(%arg0) {
    layerStats = dense<[0.1, 1.0]> : tensor<2xf32>
  } : (tensor<8x4x3xf32>) -> tensor<8x4x3xf32>
  %1 = "quantfork.stats"(%0) {
    layerStats = dense<[0.1, 1.0]> : tensor<2xf32>,
    axisStats = dense<[
      [-1.0, 1.0],
      [-8.0, -1.0],
      [-0.5, 0.5]
    ]> : tensor<3x2xf32>, axis = 2 : i64

// In the expression, all the + operators must appear before all the - operators.
// A leading + adds to an empty set. A leading - subtracts from the set of all
// possible suffixes.
//
// For example:
//
//   - “01+10” and “+01+10” both denote the set of changes
//     with IDs ending with the bits 01 or 10.
//
//   - “01+10-1001” denotes the set of changes with IDs
//     ending with the bits 01 or 10, but excluding those ending in 1001.
//