Chris@49: // Copyright (C) 2009-2013 NICTA (www.nicta.com.au) Chris@49: // Copyright (C) 2009-2013 Conrad Sanderson Chris@49: // Chris@49: // This Source Code Form is subject to the terms of the Mozilla Public Chris@49: // License, v. 2.0. If a copy of the MPL was not distributed with this Chris@49: // file, You can obtain one at http://mozilla.org/MPL/2.0/. Chris@49: Chris@49: Chris@49: //! \addtogroup glue_mixed Chris@49: //! @{ Chris@49: Chris@49: Chris@49: Chris@49: //! matrix multiplication with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_times::apply(Mat::eT>& out, const mtGlue::eT, T1, T2, glue_mixed_times>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: const unwrap_check_mixed tmp1(X.A, out); Chris@49: const unwrap_check_mixed tmp2(X.B, out); Chris@49: Chris@49: const Mat& A = tmp1.M; Chris@49: const Mat& B = tmp2.M; Chris@49: Chris@49: arma_debug_assert_mul_size(A, B, "matrix multiplication"); Chris@49: Chris@49: out.set_size(A.n_rows, B.n_cols); Chris@49: Chris@49: gemm_mixed<>::apply(out, A, B); Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! matrix addition with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_plus::apply(Mat::eT>& out, const mtGlue::eT, T1, T2, glue_mixed_plus>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const Proxy A(X.A); Chris@49: const Proxy B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "addition"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: Chris@49: out.set_size(n_rows, n_cols); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (Proxy::prefer_at_accessor || Proxy::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename Proxy::ea_type AA = A.get_ea(); Chris@49: typename Proxy::ea_type BB = B.get_ea(); Chris@49: Chris@49: if(memory::is_aligned(out_mem)) Chris@49: { Chris@49: memory::mark_as_aligned(out_mem); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) + upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: for(uword i=0; i::apply(AA[i]) + upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword col=0; col < n_cols; ++col) Chris@49: for(uword row=0; row < n_rows; ++row) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col)) + upgrade_val::apply(B.at(row,col)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! matrix subtraction with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_minus::apply(Mat::eT>& out, const mtGlue::eT, T1, T2, glue_mixed_minus>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const Proxy A(X.A); Chris@49: const Proxy B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "subtraction"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: Chris@49: out.set_size(n_rows, n_cols); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (Proxy::prefer_at_accessor || Proxy::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename Proxy::ea_type AA = A.get_ea(); Chris@49: typename Proxy::ea_type BB = B.get_ea(); Chris@49: Chris@49: if(memory::is_aligned(out_mem)) Chris@49: { Chris@49: memory::mark_as_aligned(out_mem); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) - upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: for(uword i=0; i::apply(AA[i]) - upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword col=0; col < n_cols; ++col) Chris@49: for(uword row=0; row < n_rows; ++row) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col)) - upgrade_val::apply(B.at(row,col)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! element-wise matrix division with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_div::apply(Mat::eT>& out, const mtGlue::eT, T1, T2, glue_mixed_div>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const Proxy A(X.A); Chris@49: const Proxy B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "element-wise division"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: Chris@49: out.set_size(n_rows, n_cols); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (Proxy::prefer_at_accessor || Proxy::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename Proxy::ea_type AA = A.get_ea(); Chris@49: typename Proxy::ea_type BB = B.get_ea(); Chris@49: Chris@49: if(memory::is_aligned(out_mem)) Chris@49: { Chris@49: memory::mark_as_aligned(out_mem); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) / upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: for(uword i=0; i::apply(AA[i]) / upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword col=0; col < n_cols; ++col) Chris@49: for(uword row=0; row < n_rows; ++row) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col)) / upgrade_val::apply(B.at(row,col)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! element-wise matrix multiplication with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_schur::apply(Mat::eT>& out, const mtGlue::eT, T1, T2, glue_mixed_schur>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const Proxy A(X.A); Chris@49: const Proxy B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "element-wise multiplication"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: Chris@49: out.set_size(n_rows, n_cols); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (Proxy::prefer_at_accessor || Proxy::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename Proxy::ea_type AA = A.get_ea(); Chris@49: typename Proxy::ea_type BB = B.get_ea(); Chris@49: Chris@49: if(memory::is_aligned(out_mem)) Chris@49: { Chris@49: memory::mark_as_aligned(out_mem); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) * upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: for(uword i=0; i::apply(AA[i]) * upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword col=0; col < n_cols; ++col) Chris@49: for(uword row=0; row < n_rows; ++row) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col)) * upgrade_val::apply(B.at(row,col)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: // Chris@49: // Chris@49: // Chris@49: Chris@49: Chris@49: Chris@49: //! cube addition with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_plus::apply(Cube::eT>& out, const mtGlueCube::eT, T1, T2, glue_mixed_plus>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const ProxyCube A(X.A); Chris@49: const ProxyCube B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "addition"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: const uword n_slices = A.get_n_slices(); Chris@49: Chris@49: out.set_size(n_rows, n_cols, n_slices); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (ProxyCube::prefer_at_accessor || ProxyCube::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename ProxyCube::ea_type AA = A.get_ea(); Chris@49: typename ProxyCube::ea_type BB = B.get_ea(); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) + upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword slice = 0; slice < n_slices; ++slice) Chris@49: for(uword col = 0; col < n_cols; ++col ) Chris@49: for(uword row = 0; row < n_rows; ++row ) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col,slice)) + upgrade_val::apply(B.at(row,col,slice)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! cube subtraction with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_minus::apply(Cube::eT>& out, const mtGlueCube::eT, T1, T2, glue_mixed_minus>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const ProxyCube A(X.A); Chris@49: const ProxyCube B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "subtraction"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: const uword n_slices = A.get_n_slices(); Chris@49: Chris@49: out.set_size(n_rows, n_cols, n_slices); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (ProxyCube::prefer_at_accessor || ProxyCube::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename ProxyCube::ea_type AA = A.get_ea(); Chris@49: typename ProxyCube::ea_type BB = B.get_ea(); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) - upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword slice = 0; slice < n_slices; ++slice) Chris@49: for(uword col = 0; col < n_cols; ++col ) Chris@49: for(uword row = 0; row < n_rows; ++row ) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col,slice)) - upgrade_val::apply(B.at(row,col,slice)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! element-wise cube division with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_div::apply(Cube::eT>& out, const mtGlueCube::eT, T1, T2, glue_mixed_div>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const ProxyCube A(X.A); Chris@49: const ProxyCube B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "element-wise division"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: const uword n_slices = A.get_n_slices(); Chris@49: Chris@49: out.set_size(n_rows, n_cols, n_slices); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (ProxyCube::prefer_at_accessor || ProxyCube::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename ProxyCube::ea_type AA = A.get_ea(); Chris@49: typename ProxyCube::ea_type BB = B.get_ea(); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) / upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword slice = 0; slice < n_slices; ++slice) Chris@49: for(uword col = 0; col < n_cols; ++col ) Chris@49: for(uword row = 0; row < n_rows; ++row ) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col,slice)) / upgrade_val::apply(B.at(row,col,slice)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! element-wise cube multiplication with different element types Chris@49: template Chris@49: inline Chris@49: void Chris@49: glue_mixed_schur::apply(Cube::eT>& out, const mtGlueCube::eT, T1, T2, glue_mixed_schur>& X) Chris@49: { Chris@49: arma_extra_debug_sigprint(); Chris@49: Chris@49: typedef typename T1::elem_type eT1; Chris@49: typedef typename T2::elem_type eT2; Chris@49: Chris@49: typedef typename promote_type::result out_eT; Chris@49: Chris@49: promote_type::check(); Chris@49: Chris@49: const ProxyCube A(X.A); Chris@49: const ProxyCube B(X.B); Chris@49: Chris@49: arma_debug_assert_same_size(A, B, "element-wise multiplication"); Chris@49: Chris@49: const uword n_rows = A.get_n_rows(); Chris@49: const uword n_cols = A.get_n_cols(); Chris@49: const uword n_slices = A.get_n_slices(); Chris@49: Chris@49: out.set_size(n_rows, n_cols, n_slices); Chris@49: Chris@49: out_eT* out_mem = out.memptr(); Chris@49: const uword n_elem = out.n_elem; Chris@49: Chris@49: const bool prefer_at_accessor = (ProxyCube::prefer_at_accessor || ProxyCube::prefer_at_accessor); Chris@49: Chris@49: if(prefer_at_accessor == false) Chris@49: { Chris@49: typename ProxyCube::ea_type AA = A.get_ea(); Chris@49: typename ProxyCube::ea_type BB = B.get_ea(); Chris@49: Chris@49: for(uword i=0; i::apply(AA[i]) * upgrade_val::apply(BB[i]); Chris@49: } Chris@49: } Chris@49: else Chris@49: { Chris@49: uword i = 0; Chris@49: Chris@49: for(uword slice = 0; slice < n_slices; ++slice) Chris@49: for(uword col = 0; col < n_cols; ++col ) Chris@49: for(uword row = 0; row < n_rows; ++row ) Chris@49: { Chris@49: out_mem[i] = upgrade_val::apply(A.at(row,col,slice)) * upgrade_val::apply(B.at(row,col,slice)); Chris@49: ++i; Chris@49: } Chris@49: } Chris@49: } Chris@49: Chris@49: Chris@49: Chris@49: //! @}