comparison 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

+// 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;
+      }
+    }
+  }
+
+
+
+//! @}