#include "relapack.h" #include "stdlib.h" static void RELAPACK_spbtrf_rec(const char *, const blasint *, const blasint *, float *, const blasint *, float *, const blasint *, blasint *); /** SPBTRF computes the Cholesky factorization of a real symmetric positive definite band matrix A. * * This routine is functionally equivalent to LAPACK's spbtrf. * For details on its interface, see * http://www.netlib.org/lapack/explore-html/d1/d22/spbtrf_8f.html * */ void RELAPACK_spbtrf( const char *uplo, const blasint *n, const blasint *kd, float *Ab, const blasint *ldAb, blasint *info ) { // Check arguments const blasint lower = LAPACK(lsame)(uplo, "L"); const blasint upper = LAPACK(lsame)(uplo, "U"); *info = 0; if (!lower && !upper) *info = -1; else if (*n < 0) *info = -2; else if (*kd < 0) *info = -3; else if (*ldAb < *kd + 1) *info = -5; if (*info) { const blasint minfo = -*info; LAPACK(xerbla)("SPBTRF", &minfo, strlen("SPBTRF")); return; } if (*n == 0) return; // Clean char * arguments const char cleanuplo = lower ? 'L' : 'U'; // Constant const float ZERO[] = { 0. }; // Allocate work space const blasint n1 = SREC_SPLIT(*n); const blasint mWork = abs( (*kd > n1) ? (lower ? *n - *kd : n1) : *kd); const blasint nWork = abs((*kd > n1) ? (lower ? n1 : *n - *kd) : *kd); float *Work = malloc(mWork * nWork * sizeof(float)); LAPACK(slaset)(uplo, &mWork, &nWork, ZERO, ZERO, Work, &mWork); // Recursive kernel RELAPACK_spbtrf_rec(&cleanuplo, n, kd, Ab, ldAb, Work, &mWork, info); // Free work space free(Work); } /** spbtrf's recursive compute kernel */ static void RELAPACK_spbtrf_rec( const char *uplo, const blasint *n, const blasint *kd, float *Ab, const blasint *ldAb, float *Work, const blasint *ldWork, blasint *info ){ if (*n == 0 ) return; if ( *n <= MAX(CROSSOVER_SPBTRF, 1) || *ldAb == 1) { // Unblocked LAPACK(spbtf2)(uplo, n, kd, Ab, ldAb, info); return; } // Constants const float ONE[] = { 1. }; const float MONE[] = { -1. }; // Unskew A const blasint ldA[] = { *ldAb - 1 }; float *const A = Ab + ((*uplo == 'L') ? 0 : *kd); // Splitting const blasint n1 = MIN(SREC_SPLIT(*n), *kd); const blasint n2 = *n - n1; // * * // * Ab_BR float *const Ab_BR = Ab + *ldAb * n1; // A_TL A_TR // A_BL A_BR float *const A_TL = A; float *const A_TR = A + *ldA * n1; float *const A_BL = A + n1; float *const A_BR = A + *ldA * n1 + n1; // recursion(A_TL) RELAPACK_spotrf(uplo, &n1, A_TL, ldA, info); if (*info) return; // Banded splitting const blasint n21 = MIN(n2, *kd - n1); const blasint n22 = MIN(n2 - n21, *kd); // n1 n21 n22 // n1 * A_TRl A_TRr // n21 A_BLt A_BRtl A_BRtr // n22 A_BLb A_BRbl A_BRbr float *const A_TRl = A_TR; float *const A_TRr = A_TR + *ldA * n21; float *const A_BLt = A_BL; float *const A_BLb = A_BL + n21; float *const A_BRtl = A_BR; float *const A_BRtr = A_BR + *ldA * n21; float *const A_BRbl = A_BR + n21; float *const A_BRbr = A_BR + *ldA * n21 + n21; if (*uplo == 'L') { // A_BLt = ABLt / A_TL' BLAS(strsm)("R", "L", "T", "N", &n21, &n1, ONE, A_TL, ldA, A_BLt, ldA); // A_BRtl = A_BRtl - A_BLt * A_BLt' BLAS(ssyrk)("L", "N", &n21, &n1, MONE, A_BLt, ldA, ONE, A_BRtl, ldA); // Work = A_BLb LAPACK(slacpy)("U", &n22, &n1, A_BLb, ldA, Work, ldWork); // Work = Work / A_TL' BLAS(strsm)("R", "L", "T", "N", &n22, &n1, ONE, A_TL, ldA, Work, ldWork); // A_BRbl = A_BRbl - Work * A_BLt' BLAS(sgemm)("N", "T", &n22, &n21, &n1, MONE, Work, ldWork, A_BLt, ldA, ONE, A_BRbl, ldA); // A_BRbr = A_BRbr - Work * Work' BLAS(ssyrk)("L", "N", &n22, &n1, MONE, Work, ldWork, ONE, A_BRbr, ldA); // A_BLb = Work LAPACK(slacpy)("U", &n22, &n1, Work, ldWork, A_BLb, ldA); } else { // A_TRl = A_TL' \ A_TRl BLAS(strsm)("L", "U", "T", "N", &n1, &n21, ONE, A_TL, ldA, A_TRl, ldA); // A_BRtl = A_BRtl - A_TRl' * A_TRl BLAS(ssyrk)("U", "T", &n21, &n1, MONE, A_TRl, ldA, ONE, A_BRtl, ldA); // Work = A_TRr LAPACK(slacpy)("L", &n1, &n22, A_TRr, ldA, Work, ldWork); // Work = A_TL' \ Work BLAS(strsm)("L", "U", "T", "N", &n1, &n22, ONE, A_TL, ldA, Work, ldWork); // A_BRtr = A_BRtr - A_TRl' * Work BLAS(sgemm)("T", "N", &n21, &n22, &n1, MONE, A_TRl, ldA, Work, ldWork, ONE, A_BRtr, ldA); // A_BRbr = A_BRbr - Work' * Work BLAS(ssyrk)("U", "T", &n22, &n1, MONE, Work, ldWork, ONE, A_BRbr, ldA); // A_TRr = Work LAPACK(slacpy)("L", &n1, &n22, Work, ldWork, A_TRr, ldA); } // recursion(A_BR) if (*kd > n1 && ldA != 0) RELAPACK_spotrf(uplo, &n2, A_BR, ldA, info); else RELAPACK_spbtrf_rec(uplo, &n2, kd, Ab_BR, ldAb, Work, ldWork, info); if (*info) *info += n1; }