Mercurial > hg > segmenter-vamp-plugin
diff armadillo-3.900.4/include/armadillo_bits/glue_mixed_meat.hpp @ 49:1ec0e2823891
Switch to using subrepo copies of qm-dsp, nnls-chroma, vamp-plugin-sdk; update Armadillo version; assume build without external BLAS/LAPACK
author | Chris Cannam |
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date | Thu, 13 Jun 2013 10:25:24 +0100 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/armadillo-3.900.4/include/armadillo_bits/glue_mixed_meat.hpp Thu Jun 13 10:25:24 2013 +0100 @@ -0,0 +1,542 @@ +// Copyright (C) 2009-2013 NICTA (www.nicta.com.au) +// Copyright (C) 2009-2013 Conrad Sanderson +// +// This Source Code Form is subject to the terms of the Mozilla Public +// License, v. 2.0. If a copy of the MPL was not distributed with this +// file, You can obtain one at http://mozilla.org/MPL/2.0/. + + +//! \addtogroup glue_mixed +//! @{ + + + +//! matrix multiplication with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_times::apply(Mat<typename eT_promoter<T1,T2>::eT>& out, const mtGlue<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_times>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + const unwrap_check_mixed<T1> tmp1(X.A, out); + const unwrap_check_mixed<T2> tmp2(X.B, out); + + const Mat<eT1>& A = tmp1.M; + const Mat<eT2>& B = tmp2.M; + + arma_debug_assert_mul_size(A, B, "matrix multiplication"); + + out.set_size(A.n_rows, B.n_cols); + + gemm_mixed<>::apply(out, A, B); + } + + + +//! matrix addition with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_plus::apply(Mat<typename eT_promoter<T1,T2>::eT>& out, const mtGlue<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_plus>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const Proxy<T1> A(X.A); + const Proxy<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "addition"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + + out.set_size(n_rows, n_cols); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (Proxy<T1>::prefer_at_accessor || Proxy<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename Proxy<T1>::ea_type AA = A.get_ea(); + typename Proxy<T2>::ea_type BB = B.get_ea(); + + if(memory::is_aligned(out_mem)) + { + memory::mark_as_aligned(out_mem); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) + upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) + upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + } + else + { + uword i = 0; + + for(uword col=0; col < n_cols; ++col) + for(uword row=0; row < n_rows; ++row) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col)) + upgrade_val<eT1,eT2>::apply(B.at(row,col)); + ++i; + } + } + } + + + +//! matrix subtraction with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_minus::apply(Mat<typename eT_promoter<T1,T2>::eT>& out, const mtGlue<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_minus>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const Proxy<T1> A(X.A); + const Proxy<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "subtraction"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + + out.set_size(n_rows, n_cols); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (Proxy<T1>::prefer_at_accessor || Proxy<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename Proxy<T1>::ea_type AA = A.get_ea(); + typename Proxy<T2>::ea_type BB = B.get_ea(); + + if(memory::is_aligned(out_mem)) + { + memory::mark_as_aligned(out_mem); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) - upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) - upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + } + else + { + uword i = 0; + + for(uword col=0; col < n_cols; ++col) + for(uword row=0; row < n_rows; ++row) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col)) - upgrade_val<eT1,eT2>::apply(B.at(row,col)); + ++i; + } + } + } + + + +//! element-wise matrix division with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_div::apply(Mat<typename eT_promoter<T1,T2>::eT>& out, const mtGlue<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_div>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const Proxy<T1> A(X.A); + const Proxy<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "element-wise division"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + + out.set_size(n_rows, n_cols); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (Proxy<T1>::prefer_at_accessor || Proxy<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename Proxy<T1>::ea_type AA = A.get_ea(); + typename Proxy<T2>::ea_type BB = B.get_ea(); + + if(memory::is_aligned(out_mem)) + { + memory::mark_as_aligned(out_mem); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) / upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) / upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + } + else + { + uword i = 0; + + for(uword col=0; col < n_cols; ++col) + for(uword row=0; row < n_rows; ++row) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col)) / upgrade_val<eT1,eT2>::apply(B.at(row,col)); + ++i; + } + } + } + + + +//! element-wise matrix multiplication with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_schur::apply(Mat<typename eT_promoter<T1,T2>::eT>& out, const mtGlue<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_schur>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const Proxy<T1> A(X.A); + const Proxy<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "element-wise multiplication"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + + out.set_size(n_rows, n_cols); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (Proxy<T1>::prefer_at_accessor || Proxy<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename Proxy<T1>::ea_type AA = A.get_ea(); + typename Proxy<T2>::ea_type BB = B.get_ea(); + + if(memory::is_aligned(out_mem)) + { + memory::mark_as_aligned(out_mem); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) * upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) * upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + } + else + { + uword i = 0; + + for(uword col=0; col < n_cols; ++col) + for(uword row=0; row < n_rows; ++row) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col)) * upgrade_val<eT1,eT2>::apply(B.at(row,col)); + ++i; + } + } + } + + + +// +// +// + + + +//! cube addition with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_plus::apply(Cube<typename eT_promoter<T1,T2>::eT>& out, const mtGlueCube<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_plus>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const ProxyCube<T1> A(X.A); + const ProxyCube<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "addition"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + const uword n_slices = A.get_n_slices(); + + out.set_size(n_rows, n_cols, n_slices); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (ProxyCube<T1>::prefer_at_accessor || ProxyCube<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename ProxyCube<T1>::ea_type AA = A.get_ea(); + typename ProxyCube<T2>::ea_type BB = B.get_ea(); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) + upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + uword i = 0; + + for(uword slice = 0; slice < n_slices; ++slice) + for(uword col = 0; col < n_cols; ++col ) + for(uword row = 0; row < n_rows; ++row ) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col,slice)) + upgrade_val<eT1,eT2>::apply(B.at(row,col,slice)); + ++i; + } + } + } + + + +//! cube subtraction with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_minus::apply(Cube<typename eT_promoter<T1,T2>::eT>& out, const mtGlueCube<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_minus>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const ProxyCube<T1> A(X.A); + const ProxyCube<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "subtraction"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + const uword n_slices = A.get_n_slices(); + + out.set_size(n_rows, n_cols, n_slices); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (ProxyCube<T1>::prefer_at_accessor || ProxyCube<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename ProxyCube<T1>::ea_type AA = A.get_ea(); + typename ProxyCube<T2>::ea_type BB = B.get_ea(); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) - upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + uword i = 0; + + for(uword slice = 0; slice < n_slices; ++slice) + for(uword col = 0; col < n_cols; ++col ) + for(uword row = 0; row < n_rows; ++row ) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col,slice)) - upgrade_val<eT1,eT2>::apply(B.at(row,col,slice)); + ++i; + } + } + } + + + +//! element-wise cube division with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_div::apply(Cube<typename eT_promoter<T1,T2>::eT>& out, const mtGlueCube<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_div>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const ProxyCube<T1> A(X.A); + const ProxyCube<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "element-wise division"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + const uword n_slices = A.get_n_slices(); + + out.set_size(n_rows, n_cols, n_slices); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (ProxyCube<T1>::prefer_at_accessor || ProxyCube<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename ProxyCube<T1>::ea_type AA = A.get_ea(); + typename ProxyCube<T2>::ea_type BB = B.get_ea(); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) / upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + uword i = 0; + + for(uword slice = 0; slice < n_slices; ++slice) + for(uword col = 0; col < n_cols; ++col ) + for(uword row = 0; row < n_rows; ++row ) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col,slice)) / upgrade_val<eT1,eT2>::apply(B.at(row,col,slice)); + ++i; + } + } + } + + + +//! element-wise cube multiplication with different element types +template<typename T1, typename T2> +inline +void +glue_mixed_schur::apply(Cube<typename eT_promoter<T1,T2>::eT>& out, const mtGlueCube<typename eT_promoter<T1,T2>::eT, T1, T2, glue_mixed_schur>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT1; + typedef typename T2::elem_type eT2; + + typedef typename promote_type<eT1,eT2>::result out_eT; + + promote_type<eT1,eT2>::check(); + + const ProxyCube<T1> A(X.A); + const ProxyCube<T2> B(X.B); + + arma_debug_assert_same_size(A, B, "element-wise multiplication"); + + const uword n_rows = A.get_n_rows(); + const uword n_cols = A.get_n_cols(); + const uword n_slices = A.get_n_slices(); + + out.set_size(n_rows, n_cols, n_slices); + + out_eT* out_mem = out.memptr(); + const uword n_elem = out.n_elem; + + const bool prefer_at_accessor = (ProxyCube<T1>::prefer_at_accessor || ProxyCube<T2>::prefer_at_accessor); + + if(prefer_at_accessor == false) + { + typename ProxyCube<T1>::ea_type AA = A.get_ea(); + typename ProxyCube<T2>::ea_type BB = B.get_ea(); + + for(uword i=0; i<n_elem; ++i) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(AA[i]) * upgrade_val<eT1,eT2>::apply(BB[i]); + } + } + else + { + uword i = 0; + + for(uword slice = 0; slice < n_slices; ++slice) + for(uword col = 0; col < n_cols; ++col ) + for(uword row = 0; row < n_rows; ++row ) + { + out_mem[i] = upgrade_val<eT1,eT2>::apply(A.at(row,col,slice)) * upgrade_val<eT1,eT2>::apply(B.at(row,col,slice)); + ++i; + } + } + } + + + +//! @}