github.com/jingcheng-WU/gonum@v0.9.1-0.20210323123734-f1a2a11a8f7b/blas/testblas/zhemm.go

// Copyright ©2019 The Gonum 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 testblas

import (
	"fmt"
	"math/cmplx"
	"testing"

	"golang.org/x/exp/rand"

	"github.com/jingcheng-WU/gonum/blas"
)

type Zhemmer interface {
	Zhemm(side blas.Side, uplo blas.Uplo, m, n int, alpha complex128, a []complex128, lda int, b []complex128, ldb int, beta complex128, c []complex128, ldc int)
}

func ZhemmTest(t *testing.T, impl Zhemmer) {
	for _, side := range []blas.Side{blas.Left, blas.Right} {
		for _, uplo := range []blas.Uplo{blas.Lower, blas.Upper} {
			name := sideString(side) + "-" + uploString(uplo)
			t.Run(name, func(t *testing.T) {
				for _, m := range []int{0, 1, 2, 3, 4, 5} {
					for _, n := range []int{0, 1, 2, 3, 4, 5} {
						zhemmTest(t, impl, side, uplo, m, n)
					}
				}
			})
		}
	}
}

func zhemmTest(t *testing.T, impl Zhemmer, side blas.Side, uplo blas.Uplo, m, n int) {
	const tol = 1e-13

	rnd := rand.New(rand.NewSource(1))

	nA := m
	if side == blas.Right {
		nA = n
	}
	for _, lda := range []int{max(1, nA), nA + 2} {
		for _, ldb := range []int{max(1, n), n + 3} {
			for _, ldc := range []int{max(1, n), n + 4} {
				for _, alpha := range []complex128{0, 1, complex(0.7, -0.9)} {
					for _, beta := range []complex128{0, 1, complex(1.3, -1.1)} {
						for _, nanC := range []bool{false, true} {
							if nanC && beta != 0 {
								// Skip tests with C containing NaN values
								// unless beta would zero out the NaNs.
								continue
							}

							// Allocate the matrix A and fill it with random numbers.
							a := make([]complex128, nA*lda)
							for i := range a {
								a[i] = rndComplex128(rnd)
							}
							// Create a copy of A for checking that
							// Zhemm does not modify its triangle
							// opposite to uplo.
							aCopy := make([]complex128, len(a))
							copy(aCopy, a)
							// Create a copy of A expanded into a
							// full hermitian matrix for computing
							// the expected result using zmm.
							aHem := make([]complex128, len(a))
							copy(aHem, a)
							if uplo == blas.Upper {
								for i := 0; i < nA; i++ {
									aHem[i*lda+i] = complex(real(aHem[i*lda+i]), 0)
									for j := i + 1; j < nA; j++ {
										aHem[j*lda+i] = cmplx.Conj(aHem[i*lda+j])
									}
								}
							} else {
								for i := 0; i < nA; i++ {
									for j := 0; j < i; j++ {
										aHem[j*lda+i] = cmplx.Conj(aHem[i*lda+j])
									}
									aHem[i*lda+i] = complex(real(aHem[i*lda+i]), 0)
								}
							}

							// Allocate the matrix B and fill it with random numbers.
							b := make([]complex128, m*ldb)
							for i := range b {
								b[i] = rndComplex128(rnd)
							}
							// Create a copy of B for checking that
							// Zhemm does not modify B.
							bCopy := make([]complex128, len(b))
							copy(bCopy, b)

							// Allocate the matrix C and fill it with random numbers.
							c := make([]complex128, m*ldc)
							for i := range c {
								c[i] = rndComplex128(rnd)
							}
							if nanC {
								for i := 0; i < n; i++ {
									for j := 0; j < m; j++ {
										c[i+j*ldc] = cmplx.NaN()
									}
								}
							}

							// Compute the expected result using an internal Zgemm implementation.
							var want []complex128
							if side == blas.Left {
								want = zmm(blas.NoTrans, blas.NoTrans, m, n, m, alpha, aHem, lda, b, ldb, beta, c, ldc)
							} else {
								want = zmm(blas.NoTrans, blas.NoTrans, m, n, n, alpha, b, ldb, aHem, lda, beta, c, ldc)
							}

							// Compute the result using Zhemm.
							impl.Zhemm(side, uplo, m, n, alpha, a, lda, b, ldb, beta, c, ldc)

							prefix := fmt.Sprintf("m=%v,n=%v,lda=%v,ldb=%v,ldc=%v,alpha=%v,beta=%v", m, n, lda, ldb, ldc, alpha, beta)

							if !zsame(a, aCopy) {
								t.Errorf("%v: unexpected modification of A", prefix)
								continue
							}
							if !zsame(b, bCopy) {
								t.Errorf("%v: unexpected modification of B", prefix)
								continue
							}

							if !zEqualApprox(c, want, tol) {
								t.Errorf("%v: unexpected result", prefix)
							}
						}
					}
				}
			}
		}
	}
}