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Golang blasd.Mult函数代码示例

原作者: [db:作者] 来自: [db:来源] 收藏 邀请

本文整理汇总了Golang中github.com/hrautila/gomas/blasd.Mult函数的典型用法代码示例。如果您正苦于以下问题：Golang Mult函数的具体用法？Golang Mult怎么用？Golang Mult使用的例子？那么恭喜您, 这里精选的函数代码示例或许可以为您提供帮助。



在下文中一共展示了Mult函数的20个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于我们的系统推荐出更棒的Golang代码示例。

示例1: updateRightRQ

// compute:
//      C*Q.T = C*(I -Y*T*Y.T).T ==  C - C*Y*T.T*Y.T
// or
//      C*Q   = (I -Y*T*Y.T)*C   ==  C - C*Y*T*Y.T
//
//
// where  C = ( C2 C1 ), Y = ( Y2 Y1 )
//
// C1 is K*nb, C2 is K*P, Y1 is nb*nb triuu, Y2 is nb*P, T is nb*nb
// W = K*nb
func updateRightRQ(C1, C2, Y1t, Y2t, T, W *cmat.FloatMatrix, transpose bool, conf *gomas.Config) {
	// -- compute: W = C*Y = C1*Y1 + C2*Y2

	// W = C1
	blasd.Plus(W, C1, 0.0, 1.0, gomas.NONE)
	// W = C1*Y1t.T
	blasd.MultTrm(W, Y1t, 1.0, gomas.RIGHT|gomas.LOWER|gomas.UNIT|gomas.TRANSA, conf)
	// W = W + C2*Y2t.T
	blasd.Mult(W, C2, Y2t, 1.0, 1.0, gomas.TRANSB, conf)
	// --- here: W == C*Y ---

	tflags := gomas.RIGHT | gomas.LOWER
	if transpose {
		tflags |= gomas.TRANSA
	}

	// W = W*T or W*T.T
	blasd.MultTrm(W, T, 1.0, tflags, conf)
	// --- here: W == C*Y*T or C*Y*T.T ---

	// C2 = C2 - W*Y2t
	blasd.Mult(C2, W, Y2t, -1.0, 1.0, gomas.NONE, conf)
	// C1 = C1 - W*Y1t
	//  W = W*Y1
	blasd.MultTrm(W, Y1t, 1.0, gomas.RIGHT|gomas.LOWER|gomas.UNIT, conf)
	// C1 = C1 - W
	blasd.Plus(C1, W, 1.0, -1.0, gomas.NONE)
	// --- here: C = (I - Y*T*Y.T).T * C ---
}
开发者ID:hrautila，项目名称:gomas，代码行数:39，代码来源:rq.go


示例2: updateLeftRQ

// compute:
//      Q.T*C = (I -Y*T*Y.T).T*C ==  C - Y*(C.T*Y*T).T
// or
//      Q*C   = (I -Y*T*Y.T)*C   ==  C - Y*(C.T*Y*T.T).T
//
//
// where  C = ( C2 )   Y = ( Y2 Y1 )
//            ( C1 )
//
// C1 is nb*K, C2 is P*K, Y1 is nb*nb triuu, Y2 is nb*P, T is nb*nb
// W = K*nb
func updateLeftRQ(C1, C2, Y1t, Y2t, T, W *cmat.FloatMatrix, transpose bool, conf *gomas.Config) {

	// W = C1.T
	blasd.Plus(W, C1, 0.0, 1.0, gomas.TRANSB)
	// W = C1.T*Y1.T
	blasd.MultTrm(W, Y1t, 1.0, gomas.RIGHT|gomas.LOWER|gomas.UNIT|gomas.TRANSA, conf)
	// W = W + C2.T*Y2.T
	blasd.Mult(W, C2, Y2t, 1.0, 1.0, gomas.TRANSA|gomas.TRANSB, conf)
	// --- here: W == C.T*Y == C1.T*Y1.T + C2.T*Y2.T ---

	tflags := gomas.RIGHT | gomas.LOWER
	if !transpose {
		tflags |= gomas.TRANSA
	}
	// W = W*T or W*T.T
	blasd.MultTrm(W, T, 1.0, tflags, conf)
	// --- here: W == C.T*Y*T or C.T*Y*T.T ---

	// C2 = C2 - Y2*W.T
	blasd.Mult(C2, Y2t, W, -1.0, 1.0, gomas.TRANSA|gomas.TRANSB, conf)

	//  W = Y1*W.T ==> W.T = W*Y1
	blasd.MultTrm(W, Y1t, 1.0, gomas.RIGHT|gomas.LOWER|gomas.UNIT, conf)
	// C1 = C1 - W.T
	blasd.Plus(C1, W, 1.0, -1.0, gomas.TRANSB)
	// --- here: C = (I - Y*T*Y.T).T * C ---
}
开发者ID:hrautila，项目名称:gomas，代码行数:38，代码来源:rq.go


示例3: TestDTrmmUnitUpper

func TestDTrmmUnitUpper(t *testing.T) {
	var d cmat.FloatMatrix
	N := 563
	K := 171

	A := cmat.NewMatrix(N, N)
	B := cmat.NewMatrix(N, K)
	B0 := cmat.NewMatrix(N, K)
	C := cmat.NewMatrix(N, K)

	zeros := cmat.NewFloatConstSource(0.0)
	ones := cmat.NewFloatConstSource(1.0)
	zeromean := cmat.NewFloatNormSource()

	A.SetFrom(zeromean, cmat.UPPER|cmat.UNIT)
	B.SetFrom(ones)
	B0.SetFrom(ones)
	// B = A*B
	blasd.MultTrm(B, A, 1.0, gomas.UPPER|gomas.LEFT|gomas.UNIT)
	d.Diag(A).SetFrom(ones)
	blasd.Mult(C, A, B0, 1.0, 0.0, gomas.NONE)
	ok := C.AllClose(B)
	t.Logf("trmm(B, A, L|U|N|U) == gemm(C, TriUU(A), B)   : %v\n", ok)

	B.SetFrom(ones)
	// B = A.T*B
	d.Diag(A).SetFrom(zeros)
	blasd.MultTrm(B, A, 1.0, gomas.UPPER|gomas.LEFT|gomas.TRANSA|gomas.UNIT)
	d.Diag(A).SetFrom(ones)
	blasd.Mult(C, A, B0, 1.0, 0.0, gomas.TRANSA)
	ok = C.AllClose(B)
	t.Logf("trmm(B, A, L|U|T|U) == gemm(C, TriUU(A).T, B) : %v\n", ok)
}
开发者ID:hrautila，项目名称:gomas，代码行数:33，代码来源:trmm_test.go


示例4: TestDTrmmLowerRight

func TestDTrmmLowerRight(t *testing.T) {
	N := 563
	K := 171
	nofail := true

	A := cmat.NewMatrix(N, N)
	B := cmat.NewMatrix(K, N)
	B0 := cmat.NewMatrix(K, N)
	C := cmat.NewMatrix(K, N)

	ones := cmat.NewFloatConstSource(1.0)
	zeromean := cmat.NewFloatNormSource()

	A.SetFrom(zeromean, cmat.LOWER)
	B.SetFrom(ones)
	B0.SetFrom(ones)
	// B = B*A
	blasd.MultTrm(B, A, 1.0, gomas.LOWER|gomas.RIGHT)
	blasd.Mult(C, B0, A, 1.0, 0.0, gomas.NONE)
	ok := C.AllClose(B)
	nofail = nofail && ok
	t.Logf("trmm(B, A, R|L|N) == gemm(C, B, TriL(A))   : %v\n", ok)

	B.SetFrom(ones)
	// B = B*A.T
	blasd.MultTrm(B, A, 1.0, gomas.LOWER|gomas.RIGHT|gomas.TRANSA)
	blasd.Mult(C, B0, A, 1.0, 0.0, gomas.TRANSB)
	ok = C.AllClose(B)
	nofail = nofail && ok
	t.Logf("trmm(B, A, R|L|T) == gemm(C, B, TriL(A).T) : %v\n", ok)
}
开发者ID:hrautila，项目名称:gomas，代码行数:31，代码来源:trmm_test.go


示例5: TestDTrmmUnitUpperRight

func TestDTrmmUnitUpperRight(t *testing.T) {
	var d cmat.FloatMatrix
	N := 563
	K := 171

	A := cmat.NewMatrix(N, N)
	B := cmat.NewMatrix(K, N)
	B0 := cmat.NewMatrix(K, N)
	C := cmat.NewMatrix(K, N)

	zeros := cmat.NewFloatConstSource(0.0)
	ones := cmat.NewFloatConstSource(1.0)
	zeromean := cmat.NewFloatNormSource()

	A.SetFrom(zeromean, cmat.UPPER|cmat.UNIT)
	B.SetFrom(ones)
	B0.SetFrom(ones)
	// B = B*A
	blasd.MultTrm(B, A, 1.0, gomas.UPPER|gomas.RIGHT|gomas.UNIT)
	d.Diag(A).SetFrom(ones)
	blasd.Mult(C, B0, A, 1.0, 0.0, gomas.NONE)
	ok := C.AllClose(B)
	t.Logf("trmm(B, A, R|U|N|U) == gemm(C, B, TriUU(A))   : %v\n", ok)

	B.SetFrom(ones)
	// B = B*A.T
	d.SetFrom(zeros)
	blasd.MultTrm(B, A, 1.0, gomas.UPPER|gomas.RIGHT|gomas.TRANSA|gomas.UNIT)
	d.SetFrom(ones)
	blasd.Mult(C, B0, A, 1.0, 0.0, gomas.TRANSB)
	ok = C.AllClose(B)
	t.Logf("trmm(B, A, R|U|T|U) == gemm(C, B, TriUU(A).T) : %v\n", ok)
}
开发者ID:hrautila，项目名称:gomas，代码行数:33，代码来源:trmm_test.go


示例6: TestDTrmmLower

func TestDTrmmLower(t *testing.T) {
	N := 563
	K := 171
	nofail := true

	A := cmat.NewMatrix(N, N)
	B := cmat.NewMatrix(N, K)
	B0 := cmat.NewMatrix(N, K)
	C := cmat.NewMatrix(N, K)

	ones := cmat.NewFloatConstSource(1.0)
	zeromean := cmat.NewFloatNormSource()

	A.SetFrom(zeromean, cmat.LOWER)
	B.SetFrom(ones)
	B0.SetFrom(ones)
	// B = A*B
	blasd.MultTrm(B, A, 1.0, gomas.LOWER|gomas.LEFT)
	blasd.Mult(C, A, B0, 1.0, 0.0, gomas.NONE)
	ok := C.AllClose(B)
	nofail = nofail && ok
	t.Logf("trmm(B, A, L|L|N) == gemm(C, TriL(A), B)   : %v\n", ok)

	B.SetFrom(ones)
	// B = A.T*B
	blasd.MultTrm(B, A, 1.0, gomas.LOWER|gomas.LEFT|gomas.TRANSA)
	blasd.Mult(C, A, B0, 1.0, 0.0, gomas.TRANSA)
	ok = C.AllClose(B)
	nofail = nofail && ok
	t.Logf("trmm(B, A, L|L|T) == gemm(C, TriL(A).T, B) : %v\n", ok)
}
开发者ID:hrautila，项目名称:gomas，代码行数:31，代码来源:trmm_test.go


示例7: test_bdsvd

func test_bdsvd(N, flags, kind int, verbose bool, t *testing.T) {
	var At, sD, sE, tmp cmat.FloatMatrix

	uplo := "upper"
	offdiag := 1
	if flags&gomas.LOWER != 0 {
		offdiag = -1
		uplo = "lower"
	}
	A0 := cmat.NewMatrix(N, N)
	desc := setDiagonals(A0, offdiag, kind)
	At.SubMatrix(A0, 0, 0, N, N)
	sD.Diag(A0, 0)
	sE.Diag(A0, offdiag)
	D := cmat.NewCopy(&sD)
	E := cmat.NewCopy(&sE)

	// unit singular vectors
	U := cmat.NewMatrix(N, N)
	sD.Diag(U, 0)
	sD.Add(1.0)

	V := cmat.NewMatrix(N, N)
	sD.Diag(V, 0)
	sD.Add(1.0)

	W := cmat.NewMatrix(4*N, 1)
	C := cmat.NewMatrix(N, N)

	lapackd.BDSvd(D, E, U, V, W, flags|gomas.WANTU|gomas.WANTV)

	blasd.Mult(C, U, U, 1.0, 0.0, gomas.TRANSA)
	sD.Diag(C)
	sD.Add(-1.0)
	nrmu := lapackd.NormP(C, lapackd.NORM_ONE)

	blasd.Mult(C, V, V, 1.0, 0.0, gomas.TRANSB)
	sD.Add(-1.0)
	nrmv := lapackd.NormP(C, lapackd.NORM_ONE)

	blasd.Mult(C, U, A0, 1.0, 0.0, gomas.TRANSA)
	blasd.Mult(&At, C, V, 1.0, 0.0, gomas.TRANSB)
	if verbose && N < 10 {
		t.Logf("D:\n%v\n", asRow(&tmp, D))
		t.Logf("U:\n%v\n", U)
		t.Logf("V:\n%v\n", V)
		t.Logf("U.T*A*V\n%v\n", &At)
	}
	sD.Diag(&At)
	blasd.Axpy(&sD, D, -1.0)
	nrma := lapackd.NormP(&At, lapackd.NORM_ONE)

	t.Logf("N=%d [%s,%s] ||U.T*A*V - bdsvd(A)||_1: %e\n", N, uplo, desc, nrma)
	t.Logf("  ||I - U.T*U||_1: %e\n", nrmu)
	t.Logf("  ||I - V.T*V||_1: %e\n", nrmv)
}
开发者ID:hrautila，项目名称:gomas，代码行数:56，代码来源:bdsvd_test.go


示例8: TestQLMultRightTrans

// test: C = C*Q.T
func TestQLMultRightTrans(t *testing.T) {
	var d, di0, di1 cmat.FloatMatrix
	M := 891
	N := 853
	lb := 36
	conf := gomas.NewConf()

	A := cmat.NewMatrix(M, N)
	src := cmat.NewFloatNormSource()
	A.SetFrom(src)

	C0 := cmat.NewMatrix(N, M)
	d.Diag(C0, M-N)
	ones := cmat.NewFloatConstSource(1.0)
	d.SetFrom(ones)
	C1 := cmat.NewCopy(C0)

	I0 := cmat.NewMatrix(N, N)
	I1 := cmat.NewCopy(I0)
	di0.Diag(I0)
	di1.Diag(I1)

	tau := cmat.NewMatrix(N, 1)
	W := cmat.NewMatrix(lb*(M+N), 1)

	conf.LB = lb
	lapackd.QLFactor(A, tau, W, conf)

	conf.LB = 0
	lapackd.QLMult(C0, A, tau, W, gomas.RIGHT|gomas.TRANS, conf)
	// I = Q*Q.T - I
	blasd.Mult(I0, C0, C0, 1.0, 0.0, gomas.TRANSB, conf)
	blasd.Add(&di0, -1.0)
	n0 := lapackd.NormP(I0, lapackd.NORM_ONE)

	conf.LB = lb
	lapackd.QLMult(C1, A, tau, W, gomas.RIGHT|gomas.TRANS, conf)
	// I = Q*Q.T - I
	blasd.Mult(I1, C1, C1, 1.0, 0.0, gomas.TRANSB, conf)
	blasd.Add(&di1, -1.0)
	n1 := lapackd.NormP(I1, lapackd.NORM_ONE)

	if N < 10 {
		t.Logf("unblk C0*Q:\n%v\n", C0)
		t.Logf("blk. C2*Q:\n%v\n", C1)
	}
	blasd.Plus(C0, C1, 1.0, -1.0, gomas.NONE)
	n2 := lapackd.NormP(C0, lapackd.NORM_ONE)

	t.Logf("M=%d, N=%d ||unblk.QLMult(C) - blk.QLMult(C)||_1: %e\n", M, N, n2)
	t.Logf("unblk M=%d, N=%d ||I - Q*Q.T||_1: %e\n", M, N, n0)
	t.Logf("blk   M=%d, N=%d ||I - Q*Q.T||_1: %e\n", M, N, n1)
}
开发者ID:hrautila，项目名称:gomas，代码行数:54，代码来源:ql_test.go


示例9: TestUpperCHOL

func TestUpperCHOL(t *testing.T) {
	N := 311
	K := 43
	nb := 0

	conf := gomas.NewConf()
	conf.LB = nb

	Z := cmat.NewMatrix(N, N)
	A := cmat.NewMatrix(N, N)
	A0 := cmat.NewMatrix(N, N)
	B := cmat.NewMatrix(N, K)
	X := cmat.NewMatrix(N, K)

	unitrand := cmat.NewFloatUniformSource()
	Z.SetFrom(unitrand)

	blasd.Mult(A, Z, Z, 1.0, 0.0, gomas.TRANSB)
	A0.Copy(A)

	B.SetFrom(unitrand)
	X.Copy(B)

	// A = chol(A) = U.T*U
	t.Logf("Unblocked version: nb=%d\n", conf.LB)
	lapackd.CHOLFactor(A, gomas.UPPER, conf)
	// X = A.-1*B = U.-1*(U.-T*B)
	lapackd.CHOLSolve(X, A, gomas.UPPER)
	// B = B - A*X
	blasd.Mult(B, A0, X, -1.0, 1.0, gomas.NONE)
	// ||B - A*X||_1
	nrm := lapackd.NormP(B, lapackd.NORM_ONE)
	t.Logf("N=%d:  ||B - A*X||_1: %e\n", N, nrm)

	// A = chol(A) = U.T*U
	A.Copy(A0)
	B.SetFrom(unitrand)
	X.Copy(B)
	conf.LB = 16
	t.Logf("Blocked version: nb=%d\n", conf.LB)
	lapackd.CHOLFactor(A, gomas.UPPER, conf)
	// X = A.-1*B = U.-1*(U.-T*B)
	lapackd.CHOLSolve(X, A, gomas.UPPER)
	// B = B - A*X
	blasd.Mult(B, A0, X, -1.0, 1.0, gomas.NONE)
	// ||B - A*X||_1
	nrm = lapackd.NormP(B, lapackd.NORM_ONE)
	t.Logf("N=%d:  ||B - A*X||_1: %e\n", N, nrm)

}
开发者ID:hrautila，项目名称:gomas，代码行数:50，代码来源:chol_test.go


示例10: TestQLBuildwithK

func TestQLBuildwithK(t *testing.T) {
	var dc cmat.FloatMatrix
	M := 711
	N := 707
	K := 691
	lb := 36
	conf := gomas.NewConf()

	A := cmat.NewMatrix(M, N)
	src := cmat.NewFloatNormSource()
	A.SetFrom(src)
	tau := cmat.NewMatrix(N, 1)

	W := cmat.NewMatrix(M+N, 1)
	C := cmat.NewMatrix(N, N)

	conf.LB = lb
	lapackd.QLFactor(A, tau, W, conf)
	A1 := cmat.NewCopy(A)

	conf.LB = 0
	lapackd.QLBuild(A, tau, W, K, conf)
	blasd.Mult(C, A, A, 1.0, 0.0, gomas.TRANSA, conf)
	dc.Diag(C)
	blasd.Add(&dc, -1.0)
	if N < 10 {
		t.Logf("unblk.QLBuild Q:\n%v\n", A)
		t.Logf("unblk.QLBuild Q.T*Q:\n%v\n", C)
	}
	n0 := lapackd.NormP(C, lapackd.NORM_ONE)

	conf.LB = lb
	W1 := lapackd.Workspace(lapackd.QLBuildWork(A1, conf))
	lapackd.QLBuild(A1, tau, W1, K, conf)
	if N < 10 {
		t.Logf("blk.QLBuild Q:\n%v\n", A1)
	}
	// compute: I - Q.T*Q
	blasd.Mult(C, A1, A1, 1.0, 0.0, gomas.TRANSA, conf)
	blasd.Add(&dc, -1.0)
	n1 := lapackd.NormP(C, lapackd.NORM_ONE)

	blasd.Plus(A, A1, 1.0, -1.0, gomas.NONE)
	n2 := lapackd.NormP(A, lapackd.NORM_ONE)

	t.Logf("M=%d, N=%d, K=%d ||unblk.QLBuild(A) - blk.QLBuild(A)||_1 :%e\n", M, N, K, n2)
	t.Logf("unblk M=%d, N=%d, K=%d ||Q.T*Q - I||_1 : %e\n", M, N, K, n0)
	t.Logf("blk   M=%d, N=%d, K=%d ||Q.T*Q - I||_1 : %e\n", M, N, K, n1)
}
开发者ID:hrautila，项目名称:gomas，代码行数:49，代码来源:ql_test.go


示例11: test_trdevd

func test_trdevd(N, flags, kind int, verbose bool, t *testing.T) {
	var At, sD, sE, tmp cmat.FloatMatrix

	A0 := cmat.NewMatrix(N, N)
	desc := setTrdDiagonals(A0, kind)
	At.SubMatrix(A0, 0, 0, N, N)
	sD.Diag(A0, 0)
	sE.Diag(A0, 1)
	D := cmat.NewCopy(&sD)
	E := cmat.NewCopy(&sE)

	V := cmat.NewMatrix(N, N)
	sD.Diag(V, 0)
	sD.Add(1.0)

	W := cmat.NewMatrix(4*N, 1)
	C := cmat.NewMatrix(N, N)

	if verbose && N < 10 {
		t.Logf("A0:\n%v\n", A0.ToString("%6.3f"))
		t.Logf("V.pre:\n%v\n", V.ToString("%6.3f"))
	}
	lapackd.TRDEigen(D, E, V, W, flags|gomas.WANTV)
	for k := 0; k < N-1; k++ {
		if E.GetAt(k) != 0.0 {
			t.Logf("E[%d] != 0.0 (%e)\n", k, E.GetAt(k))
		}
	}

	blasd.Mult(C, V, V, 1.0, 0.0, gomas.TRANSB)
	sD.Diag(C)
	sD.Add(-1.0)
	nrmv := lapackd.NormP(C, lapackd.NORM_ONE)

	blasd.Mult(C, V, A0, 1.0, 0.0, gomas.TRANSA)
	blasd.Mult(&At, C, V, 1.0, 0.0, gomas.NONE)
	if verbose && N < 10 {
		t.Logf("D:\n%v\n", asRow(&tmp, D).ToString("%6.3f"))
		t.Logf("V:\n%v\n", V.ToString("%6.3f"))
		t.Logf("V.T*A*V\n%v\n", At.ToString("%6.3f"))
	}
	sD.Diag(&At)
	blasd.Axpy(&sD, D, -1.0)
	nrma := lapackd.NormP(&At, lapackd.NORM_ONE)

	t.Logf("N=%d [%s] ||V.T*A*V - eigen(A)||_1: %e\n", N, desc, nrma)
	t.Logf("  ||I - V.T*V||_1: %e\n", nrmv)
}
开发者ID:hrautila，项目名称:gomas，代码行数:48，代码来源:trdevd_test.go


示例12: TestLQBuild

func TestLQBuild(t *testing.T) {
	var dc cmat.FloatMatrix

	M := 877
	N := 913
	K := 831
	lb := 48
	conf := gomas.NewConf()
	_ = lb

	A := cmat.NewMatrix(M, N)
	src := cmat.NewFloatNormSource()
	A.SetFrom(src)
	tau := cmat.NewMatrix(M, 1)
	W := cmat.NewMatrix(M, 1)
	C := cmat.NewMatrix(M, M)
	dc.Diag(C)

	conf.LB = lb
	lapackd.LQFactor(A, tau, W, conf)
	A1 := cmat.NewCopy(A)

	conf.LB = 0
	lapackd.LQBuild(A, tau, W, K, conf)
	if N < 10 {
		t.Logf("unblk.LQBuild Q:\n%v\n", A)
	}
	blasd.Mult(C, A, A, 1.0, 0.0, gomas.TRANSB, conf)
	blasd.Add(&dc, -1.0)
	n0 := lapackd.NormP(C, lapackd.NORM_ONE)

	conf.LB = lb
	W2 := lapackd.Workspace(lapackd.LQBuildWork(A, conf))
	lapackd.LQBuild(A1, tau, W2, K, conf)
	if N < 10 {
		t.Logf("blk.LQBuild Q:\n%v\n", A1)
	}
	blasd.Mult(C, A1, A1, 1.0, 0.0, gomas.TRANSB, conf)
	blasd.Add(&dc, -1.0)
	n1 := lapackd.NormP(C, lapackd.NORM_ONE)

	blasd.Plus(A, A1, 1.0, -1.0, gomas.NONE)
	n2 := lapackd.NormP(A, lapackd.NORM_ONE)

	t.Logf("M=%d, N=%d, K=%d ||unblk.LQBuild(A) - blk.LQBuild(A)||_1 :%e\n", M, N, K, n2)
	t.Logf("unblk M=%d, N=%d, K=%d ||I - Q*Q.T||_1 : %e\n", M, N, K, n0)
	t.Logf("  blk M=%d, N=%d, K=%d ||I - Q*Q.T||_1 : %e\n", M, N, K, n1)
}
开发者ID:hrautila，项目名称:gomas，代码行数:48，代码来源:lq_test.go


示例13: TestGivensLQ

// Simple and slow LQ decomposition with Givens rotations
func TestGivensLQ(t *testing.T) {
	var d cmat.FloatMatrix
	M := 149
	N := 167
	A := cmat.NewMatrix(M, N)
	A1 := cmat.NewCopy(A)

	ones := cmat.NewFloatConstSource(1.0)
	src := cmat.NewFloatNormSource()
	A.SetFrom(src)
	A0 := cmat.NewCopy(A)

	Qt := cmat.NewMatrix(N, N)
	d.Diag(Qt)
	d.SetFrom(ones)

	// R = G(n)...G(2)G(1)*A; Q = G(1).T*G(2).T...G(n).T ;  Q.T = G(n)...G(2)G(1)
	for i := 0; i < M; i++ {
		// zero elements right of diagonal
		for j := N - 2; j >= i; j-- {
			c, s, r := lapackd.ComputeGivens(A.Get(i, j), A.Get(i, j+1))
			A.Set(i, j, r)
			A.Set(i, j+1, 0.0)
			// apply rotation to this column starting from row i+1
			lapackd.ApplyGivensRight(A, j, j+1, i+1, M-i-1, c, s)
			// update Qt = G(k)*Qt
			lapackd.ApplyGivensRight(Qt, j, j+1, 0, N, c, s)
		}
	}
	// A = L*Q
	blasd.Mult(A1, A, Qt, 1.0, 0.0, gomas.TRANSB)
	blasd.Plus(A0, A1, 1.0, -1.0, gomas.NONE)
	nrm := lapackd.NormP(A0, lapackd.NORM_ONE)
	t.Logf("M=%d, N=%d ||A - L*G(1)..G(n)||_1: %e\n", M, N, nrm)
}
开发者ID:hrautila，项目名称:gomas，代码行数:36，代码来源:givens_test.go


示例14: TestSolveQR

// test: min ||X|| s.t A.T*X = B
func TestSolveQR(t *testing.T) {
	M := 799
	N := 711
	K := 241
	nb := 32
	conf := gomas.NewConf()
	conf.LB = nb

	tau := cmat.NewMatrix(N, 1)
	A := cmat.NewMatrix(M, N)
	src := cmat.NewFloatNormSource()
	A.SetFrom(src)
	A0 := cmat.NewCopy(A)
	B0 := cmat.NewMatrix(M, K)
	B0.SetFrom(src)
	B := cmat.NewCopy(B0)

	W := lapackd.Workspace(lapackd.QRFactorWork(A, conf))
	lapackd.QRFactor(A, tau, W, conf)

	lapackd.QRSolve(B, A, tau, W, gomas.TRANS, conf)

	var Bmin cmat.FloatMatrix
	Bmin.SubMatrix(B0, 0, 0, N, K)
	blasd.Mult(&Bmin, A0, B, 1.0, -1.0, gomas.TRANSA, conf)

	nrm := lapackd.NormP(&Bmin, lapackd.NORM_ONE)
	t.Logf("M=%d, N=%d ||B - A.T*X||_1: %e\n", M, N, nrm)
}
开发者ID:hrautila，项目名称:gomas，代码行数:30，代码来源:lqrsolve_test.go


示例15: blockedLUnoPiv

// blocked LU decomposition w/o pivots, FLAME LU nopivots variant 5
func blockedLUnoPiv(A *cmat.FloatMatrix, nb int, conf *gomas.Config) *gomas.Error {
	var err *gomas.Error = nil
	var ATL, ATR, ABL, ABR cmat.FloatMatrix
	var A00, A01, A02, A10, A11, A12, A20, A21, A22 cmat.FloatMatrix

	util.Partition2x2(
		&ATL, &ATR,
		&ABL, &ABR, A, 0, 0, util.PTOPLEFT)

	for m(&ATL) < m(A)-nb {
		util.Repartition2x2to3x3(&ATL,
			&A00, &A01, &A02,
			&A10, &A11, &A12,
			&A20, &A21, &A22, A, nb, util.PBOTTOMRIGHT)

		// A00 = LU(A00)
		unblockedLUnoPiv(&A11, conf)
		// A12 = trilu(A00)*A12.-1  (TRSM)
		blasd.SolveTrm(&A12, &A11, 1.0, gomas.LEFT|gomas.LOWER|gomas.UNIT)
		// A21 = A21.-1*triu(A00) (TRSM)
		blasd.SolveTrm(&A21, &A11, 1.0, gomas.RIGHT|gomas.UPPER)
		// A22 = A22 - A21*A12
		blasd.Mult(&A22, &A21, &A12, -1.0, 1.0, gomas.NONE)

		util.Continue3x3to2x2(
			&ATL, &ATR,
			&ABL, &ABR, &A00, &A11, &A22, A, util.PBOTTOMRIGHT)
	}
	// last block
	if m(&ATL) < m(A) {
		unblockedLUnoPiv(&ABR, conf)
	}
	return err
}
开发者ID:hrautila，项目名称:gomas，代码行数:35，代码来源:lu.go


示例16: TestLeastSquaresLQ

// test: min || B - A.T*X ||
func TestLeastSquaresLQ(t *testing.T) {
	M := 723
	N := 811
	K := 273
	nb := 32
	conf := gomas.NewConf()
	conf.LB = nb

	tau := cmat.NewMatrix(M, 1)
	A := cmat.NewMatrix(M, N)
	src := cmat.NewFloatNormSource()
	A.SetFrom(src)
	B0 := cmat.NewMatrix(M, K)
	B0.SetFrom(src)
	B := cmat.NewMatrix(N, K)

	// B = A.T*B0
	blasd.Mult(B, A, B0, 1.0, 0.0, gomas.TRANSA, conf)

	W := lapackd.Workspace(lapackd.LQFactorWork(A, conf))
	lapackd.LQFactor(A, tau, W, conf)

	// B' = A.-1*B
	lapackd.LQSolve(B, A, tau, W, gomas.TRANS, conf)

	// expect B[0:M,0:K] == B0[0:M,0:K], B[M:N,0:K] == 0
	var X cmat.FloatMatrix

	X.SubMatrix(B, 0, 0, M, K)
	blasd.Plus(&X, B0, 1.0, -1.0, gomas.NONE)
	nrm := lapackd.NormP(&X, lapackd.NORM_ONE)

	t.Logf("M=%d, N=%d  ||B0 - min( ||A.T*X - B0|| ) ||_1: %e\n", M, N, nrm)
}
开发者ID:hrautila，项目名称:gomas，代码行数:35，代码来源:lqrsolve_test.go


示例17: TestBlockedDecomposeCHOL

func TestBlockedDecomposeCHOL(t *testing.T) {
	N := 119
	nb := 16

	conf := gomas.NewConf()
	conf.LB = nb

	Z := cmat.NewMatrix(N, N)
	AL := cmat.NewMatrix(N, N)
	AU := cmat.NewMatrix(N, N)

	unitrand := cmat.NewFloatUniformSource()
	Z.SetFrom(unitrand)

	blasd.Mult(AL, Z, Z, 1.0, 0.0, gomas.TRANSB)
	AU.Copy(AL)

	eu := lapackd.CHOLFactor(AU, gomas.UPPER, conf)
	el := lapackd.CHOLFactor(AL, gomas.LOWER, conf)
	_, _ = eu, el

	Z.Transpose(AU)
	if N < 10 {
		t.Logf("AU.T:\n%v\n", Z)
		t.Logf("AL:\n%v\n", AL)
	}
	ok := AL.AllClose(Z)
	t.Logf("Decompose(AL) == Decompose(AU).T: %v\n", ok)
}
开发者ID:hrautila，项目名称:gomas，代码行数:29，代码来源:chol_test.go


示例18: TestLU

func TestLU(t *testing.T) {
	N := 119
	K := 41
	nb := 0

	A := cmat.NewMatrix(N, N)
	A0 := cmat.NewMatrix(N, N)
	B := cmat.NewMatrix(N, K)
	X := cmat.NewMatrix(N, K)

	unitrand := cmat.NewFloatUniformSource()
	A.SetFrom(unitrand)
	A0.Copy(A)
	B.SetFrom(unitrand)
	X.Copy(B)
	piv := lapackd.NewPivots(N)

	conf := gomas.DefaultConf()
	conf.LB = nb

	// R = lu(A) = P*L*U
	lapackd.LUFactor(A, piv, conf)
	// X = A.-1*B = U.-1*(L.-1*B)
	lapackd.LUSolve(X, A, piv, gomas.NONE)
	// B = B - A*X
	blasd.Mult(B, A0, X, -1.0, 1.0, gomas.NONE)
	nrm := lapackd.NormP(B, lapackd.NORM_ONE)
	t.Logf("Unblocked decomposition: nb=%d\n", conf.LB)
	t.Logf("N=%d  ||B - A*X||_1: %e\n", N, nrm)

	// blocked
	conf.LB = 16
	A.Copy(A0)
	B.SetFrom(unitrand)
	X.Copy(B)
	// lu(A) = P*L*U
	lapackd.LUFactor(A, piv, conf)
	// X = A.-1*B = U.-1*(L.-1*B)
	lapackd.LUSolve(X, A, piv, gomas.NONE)
	// B = B - A*X
	blasd.Mult(B, A0, X, -1.0, 1.0, gomas.NONE)
	nrm = lapackd.NormP(B, lapackd.NORM_ONE)
	t.Logf("Blocked decomposition: nb=%d\n", conf.LB)
	t.Logf("N=%d  ||B - A*X||_1: %e\n", N, nrm)
}
开发者ID:hrautila，项目名称:gomas，代码行数:45，代码来源:lu_test.go


示例19: TestQRBuild

func TestQRBuild(t *testing.T) {
	var d cmat.FloatMatrix

	M := 911
	N := 899
	K := 873
	lb := 36
	conf := gomas.NewConf()

	A := cmat.NewMatrix(M, N)
	src := cmat.NewFloatNormSource()
	A.SetFrom(src)
	tau := cmat.NewMatrix(N, 1)
	W := cmat.NewMatrix(N+M, 1)

	C := cmat.NewMatrix(N, N)
	d.Diag(C)

	conf.LB = lb
	lapackd.QRFactor(A, tau, W, conf)
	A1 := cmat.NewCopy(A)

	conf.LB = 0
	lapackd.QRBuild(A, tau, W, K, conf)

	blasd.Mult(C, A, A, 1.0, 0.0, gomas.TRANSA, conf)
	blasd.Add(&d, -1.0)
	n0 := lapackd.NormP(C, lapackd.NORM_ONE)

	conf.LB = lb
	W2 := lapackd.Workspace(lapackd.QRBuildWork(A, conf))
	lapackd.QRBuild(A1, tau, W2, K, conf)

	blasd.Mult(C, A1, A1, 1.0, 0.0, gomas.TRANSA, conf)
	blasd.Add(&d, -1.0)
	n1 := lapackd.NormP(C, lapackd.NORM_ONE)

	blasd.Plus(A, A1, 1.0, -1.0, gomas.NONE)
	n2 := lapackd.NormP(A, lapackd.NORM_ONE)

	t.Logf("M=%d, N=%d, K=%d ||unblk.QRBuild(A) - blk.QRBuild(A)||_1 :%e\n", M, N, K, n2)
	t.Logf("unblk M=%d, N=%d, K=%d ||I - Q.T*Q||_1: %e\n", M, N, K, n0)
	t.Logf("  blk M=%d, N=%d, K=%d ||I - Q.T*Q||_1: %e\n", M, N, K, n1)
}
开发者ID:hrautila，项目名称:gomas，代码行数:44，代码来源:qr_test.go


示例20: testEigen

func testEigen(N int, bits int, t *testing.T) {
	var A, A0, W, D, V *cmat.FloatMatrix
	var sD cmat.FloatMatrix
	var s string = "lower"

	if bits&gomas.UPPER != 0 {
		s = "upper"
	}

	wsize := N * N
	if wsize < 100 {
		wsize = 100
	}

	D = cmat.NewMatrix(N, 1)
	A = cmat.NewMatrix(N, N)
	V = cmat.NewMatrix(N, N)

	src := cmat.NewFloatNormSource()
	A.SetFrom(src, cmat.SYMM)
	A0 = cmat.NewCopy(A)
	W = cmat.NewMatrix(wsize, 1)

	if err := lapackd.EigenSym(D, A, W, bits|gomas.WANTV); err != nil {
		t.Errorf("EigenSym error: %v\n", err)
		return
	}

	// ||I - V.T*V||
	sD.Diag(V)
	blasd.Mult(V, A, A, 1.0, 0.0, gomas.TRANSA)
	blasd.Add(&sD, -1.0)
	nrm1 := lapackd.NormP(V, lapackd.NORM_ONE)

	// left vectors are M-by-N
	V.Copy(A)
	lapackd.MultDiag(V, D, gomas.RIGHT)
	blasd.Mult(A0, V, A, -1.0, 1.0, gomas.TRANSB)
	nrm2 := lapackd.NormP(A0, lapackd.NORM_ONE)

	t.Logf("N=%d, [%s] ||A - V*D*V.T||_1 :%e\n", N, s, nrm2)
	t.Logf("  ||I - V.T*V||_1 : %e\n", nrm1)
}
开发者ID:hrautila，项目名称:gomas，代码行数:43，代码来源:evd_test.go



注：本文中的github.com/hrautila/gomas/blasd.Mult函数示例整理自Github/MSDocs等源码及文档管理平台，相关代码片段筛选自各路编程大神贡献的开源项目，源码版权归原作者所有，传播和使用请参考对应项目的License；未经允许，请勿转载。

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