///////////////////////////////////////////////////////////////////// // = NMatrix // // A linear algebra library for scientific computation in Ruby. // NMatrix is part of SciRuby. // // NMatrix was originally inspired by and derived from NArray, by // Masahiro Tanaka: http://narray.rubyforge.org // // == Copyright Information // // SciRuby is Copyright (c) 2010 - 2013, Ruby Science Foundation // NMatrix is Copyright (c) 2013, Ruby Science Foundation // // Please see LICENSE.txt for additional copyright notices. // // == Contributing // // By contributing source code to SciRuby, you agree to be bound by // our Contributor Agreement: // // * https://github.com/SciRuby/sciruby/wiki/Contributor-Agreement // // == nrm2.h // // CBLAS nrm2 function // /* * Automatically Tuned Linear Algebra Software v3.8.4 * (C) Copyright 1999 R. Clint Whaley * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions, and the following disclaimer in the * documentation and/or other materials provided with the distribution. * 3. The name of the ATLAS group or the names of its contributers may * not be used to endorse or promote products derived from this * software without specific written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS * ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED * TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR * PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE ATLAS GROUP OR ITS CONTRIBUTORS * BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE * POSSIBILITY OF SUCH DAMAGE. * */ #ifndef NRM2_H # define NRM2_H namespace nm { namespace math { /* * Level 1 BLAS routine which returns the 2-norm of an n-vector x. # * Based on input types, these are the valid return types: * int -> int * float -> float or double * double -> double * complex64 -> float or double * complex128 -> double * rational -> rational */ template ReturnDType nrm2(const int N, const DType* X, const int incX) { const DType ONE = 1, ZERO = 0; typename LongDType::type scale = 0, ssq = 1, absxi, temp; if ((N < 1) || (incX < 1)) return ZERO; else if (N == 1) return std::abs(X[0]); for (int i = 0; i < N; ++i) { absxi = std::abs(X[i*incX]); if (scale < absxi) { temp = scale / absxi; scale = absxi; ssq = ONE + ssq * (temp * temp); } else { temp = absxi / scale; ssq += temp * temp; } } return scale * std::sqrt( ssq ); } #ifdef HAVE_CBLAS_H template <> inline float nrm2(const int N, const float* X, const int incX) { return cblas_snrm2(N, X, incX); } template <> inline double nrm2(const int N, const double* X, const int incX) { return cblas_dnrm2(N, X, incX); } template <> inline float nrm2(const int N, const Complex64* X, const int incX) { return cblas_scnrm2(N, X, incX); } template <> inline double nrm2(const int N, const Complex128* X, const int incX) { return cblas_dznrm2(N, X, incX); } #else template static inline void nrm2_complex_helper(const FloatDType& xr, const FloatDType& xi, double& scale, double& ssq) { double absx = std::abs(xr); if (scale < absx) { double temp = scale / absx; scale = absx; ssq = 1.0 + ssq * (temp * temp); } else { double temp = absx / scale; ssq += temp * temp; } absx = std::abs(xi); if (scale < absx) { double temp = scale / absx; scale = absx; ssq = 1.0 + ssq * (temp * temp); } else { double temp = absx / scale; ssq += temp * temp; } } template <> float nrm2(const int N, const Complex64* X, const int incX) { double scale = 0, ssq = 1, temp; if ((N < 1) || (incX < 1)) return 0.0; for (int i = 0; i < N; ++i) { nrm2_complex_helper(X[i*incX].r, X[i*incX].i, scale, temp); } return scale * std::sqrt( ssq ); } template <> double nrm2(const int N, const Complex128* X, const int incX) { double scale = 0, ssq = 1, temp; if ((N < 1) || (incX < 1)) return 0.0; for (int i = 0; i < N; ++i) { nrm2_complex_helper(X[i*incX].r, X[i*incX].i, scale, temp); } return scale * std::sqrt( ssq ); } #endif template inline void cblas_nrm2(const int N, const void* X, const int incX, void* result) { *reinterpret_cast( result ) = nrm2( N, reinterpret_cast(X), incX ); } }} // end of namespace nm::math #endif // NRM2_H