}

	f2 := func(fe, r Element) bool {
		r.SetBytes(fe.Bytes())

		// Intentionally not using Equal not to go through Bytes again.
		// Calling reduce because both Generate and SetBytes can produce
		// non-canonical representations.
		fe.reduce()
		r.reduce()
		return fe == r
	}
	if err := quick.Check(f2, nil); err != nil {
		t.Errorf("failed FE->bytes->FE round-trip: %v", err)
	}

	// carry and partially reduce the partial products
	REDUCE(H_0, H_1, H_2, H_3, H_4)

	CMPBNE R3, $0, loop

finish:
	// sum lane 0 and lane 1 and put the result in lane 1
	VZERO  T_0
	VSUMQG H_0, T_0, H_0
	VSUMQG H_3, T_0, H_3
	VSUMQG H_1, T_0, H_1
	VSUMQG H_4, T_0, H_4
	VSUMQG H_2, T_0, H_2

	// reduce again after summation

		}
	}
}

// Test for reduceErrs, reduceErr reduces collection
// of errors into a single maximal error with in the list.
func TestReduceErrs(t *testing.T) {
	canceledErrs := make([]error, 0, 5)
	for i := 0; i < 5; i++ {
		canceledErrs = append(canceledErrs, fmt.Errorf("error %d: %w", i, context.Canceled))
	}
	// List all of all test cases to validate various cases of reduce errors.
	testCases := []struct {
		errs        []error

	}
}

func TestReduce() {
	s1 := []int{1, 2, 3}
	r := _Reduce(s1, 0, func(f float64, i int) float64 { return float64(i)*2.5 + f })
	if want := 15.0; r != want {
		panic(fmt.Sprintf("_Reduce(%v, 0, ...) = %v, want %v", s1, r, want))
	}

	if got := _Reduce(nil, 0, func(i, j int) int { return i + j }); got != 0 {
		panic(fmt.Sprintf("_Reduce(nil, 0, add) = %v, want 0", got))
	}
}

func TestFilter() {

==== Compile-time dependencies

Maven automatically exposes dependencies using its implicit `compile` scope to the consumers of that project.
This behavior is undesirable, and Gradle takes steps to help library authors reduce their API footprint using the `api` and `implementation` configurations of the `java-library` plugin.

		// Compute t2 = x*z + y*z
		var t2 Scalar
		var t3 Scalar
		t2.Multiply(&x, &z)
		t3.Multiply(&y, &z)
		t2.Add(&t2, &t3)

		reprT1, reprT2 := t1.Bytes(), t2.Bytes()

		return t1 == t2 && isReduced(reprT1) && isReduced(reprT2)
	}

	if err := quick.Check(multiplyDistributesOverAdd, quickCheckConfig(1024)); err != nil {
		t.Error(err)
	}
}

func TestScalarAddLikeSubNeg(t *testing.T) {

## Compiler {#compiler}

The build time overhead to building with [Profile Guided Optimization](/doc/pgo) has been reduced significantly.
Previously, large builds could see 100%+ build time increase from enabling PGO.
In Go 1.23, overhead should be in the single digit percentages.

<!-- https://go.dev/issue/62737 , https://golang.org/cl/576681,  https://golang.org/cl/577615 -->
The compiler in Go 1.23 can now overlap the stack frame slots of local variables

mapreduce.fileoutputcommitter.algorithm.version=2 # Use the latest committer version
mapreduce.job.reduce.slowstart.completedmaps=0.99 # 99% map, then reduce
mapreduce.reduce.shuffle.input.buffer.percent=0.9 # Min % buffer in RAM
mapreduce.reduce.shuffle.merge.percent=0.9 # Minimum % merges in RAM
mapreduce.reduce.speculative=false # Disable speculation for reducing
mapreduce.task.io.sort.factor=999 # Threshold before writing to disk

// is preserved.
// ====================================================
//
//
// exp(x)
// Returns the exponential of x.
//
// Method
//   1. Argument reduction:
//      Reduce x to an r so that |r| <= 0.5*ln2 ~ 0.34658.
//      Given x, find r and integer k such that
//
//               x = k*ln2 + r,  |r| <= 0.5*ln2.
//
//      Here r will be represented as r = hi-lo for better

func.func @batchmatmulv2(%arg0: tensor<1x4x2xf32>, %arg1: tensor<3x2x4xf32>) -> tensor<3x4x4xf32> {
  // NO_FALLBACK: mhlo.dynamic_broadcast_in_dim
  // NO_FALLBACK: mhlo.dot_general

  // SUPPORTED_FALLBACK_DEVICE: mhlo.reduce
  // SUPPORTED_FALLBACK_DEVICE: mhlo.dot_general
  // SUPPORTED_FALLBACK_DEVICE: mhlo.transpose