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diff --git a/src/armadillo/include/armadillo_bits/op_min_meat.hpp b/src/armadillo/include/armadillo_bits/op_min_meat.hpp
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@@ -0,0 +1,1325 @@
+// SPDX-License-Identifier: Apache-2.0
+//
+// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au)
+// Copyright 2008-2016 National ICT Australia (NICTA)
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+// ------------------------------------------------------------------------
+
+
+//! \addtogroup op_min
+//! @{
+
+
+
+template<typename T1>
+inline
+void
+op_min::apply(Mat<typename T1::elem_type>& out, const Op<T1,op_min>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const uword dim = in.aux_uword_a;
+ arma_debug_check( (dim > 1), "min(): parameter 'dim' must be 0 or 1" );
+
+ const quasi_unwrap<T1> U(in.m);
+ const Mat<eT>& X = U.M;
+
+ if(U.is_alias(out) == false)
+ {
+ op_min::apply_noalias(out, X, dim);
+ }
+ else
+ {
+ Mat<eT> tmp;
+
+ op_min::apply_noalias(tmp, X, dim);
+
+ out.steal_mem(tmp);
+ }
+ }
+
+
+
+template<typename eT>
+inline
+void
+op_min::apply_noalias(Mat<eT>& out, const Mat<eT>& X, const uword dim, const typename arma_not_cx<eT>::result* junk)
+ {
+ arma_extra_debug_sigprint();
+ arma_ignore(junk);
+
+ const uword X_n_rows = X.n_rows;
+ const uword X_n_cols = X.n_cols;
+
+ if(dim == 0)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 0");
+
+ out.set_size((X_n_rows > 0) ? 1 : 0, X_n_cols);
+
+ if(X_n_rows == 0) { return; }
+
+ eT* out_mem = out.memptr();
+
+ for(uword col=0; col<X_n_cols; ++col)
+ {
+ out_mem[col] = op_min::direct_min( X.colptr(col), X_n_rows );
+ }
+ }
+ else
+ if(dim == 1)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 1");
+
+ out.set_size(X_n_rows, (X_n_cols > 0) ? 1 : 0);
+
+ if(X_n_cols == 0) { return; }
+
+ eT* out_mem = out.memptr();
+
+ arrayops::copy(out_mem, X.colptr(0), X_n_rows);
+
+ for(uword col=1; col<X_n_cols; ++col)
+ {
+ const eT* col_mem = X.colptr(col);
+
+ for(uword row=0; row<X_n_rows; ++row)
+ {
+ const eT col_val = col_mem[row];
+
+ if(col_val < out_mem[row]) { out_mem[row] = col_val; }
+ }
+ }
+ }
+ }
+
+
+
+template<typename eT>
+inline
+void
+op_min::apply_noalias(Mat<eT>& out, const Mat<eT>& X, const uword dim, const typename arma_cx_only<eT>::result* junk)
+ {
+ arma_extra_debug_sigprint();
+ arma_ignore(junk);
+
+ const uword X_n_rows = X.n_rows;
+ const uword X_n_cols = X.n_cols;
+
+ if(dim == 0)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 0");
+
+ out.set_size((X_n_rows > 0) ? 1 : 0, X_n_cols);
+
+ if(X_n_rows == 0) { return; }
+
+ eT* out_mem = out.memptr();
+
+ for(uword col=0; col<X_n_cols; ++col)
+ {
+ out_mem[col] = op_min::direct_min( X.colptr(col), X_n_rows );
+ }
+ }
+ else
+ if(dim == 1)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 1");
+
+ out.set_size(X_n_rows, (X_n_cols > 0) ? 1 : 0);
+
+ if(X_n_cols == 0) { return; }
+
+ eT* out_mem = out.memptr();
+
+ for(uword row=0; row<X_n_rows; ++row)
+ {
+ out_mem[row] = op_min::direct_min( X, row );
+ }
+ }
+ }
+
+
+
+template<typename T1>
+inline
+void
+op_min::apply(Cube<typename T1::elem_type>& out, const OpCube<T1,op_min>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const uword dim = in.aux_uword_a;
+ arma_debug_check( (dim > 2), "min(): parameter 'dim' must be 0 or 1 or 2" );
+
+ const unwrap_cube<T1> U(in.m);
+
+ if(U.is_alias(out) == false)
+ {
+ op_min::apply_noalias(out, U.M, dim);
+ }
+ else
+ {
+ Cube<eT> tmp;
+
+ op_min::apply_noalias(tmp, U.M, dim);
+
+ out.steal_mem(tmp);
+ }
+ }
+
+
+
+template<typename eT>
+inline
+void
+op_min::apply_noalias(Cube<eT>& out, const Cube<eT>& X, const uword dim, const typename arma_not_cx<eT>::result* junk)
+ {
+ arma_extra_debug_sigprint();
+ arma_ignore(junk);
+
+ const uword X_n_rows = X.n_rows;
+ const uword X_n_cols = X.n_cols;
+ const uword X_n_slices = X.n_slices;
+
+ if(dim == 0)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 0");
+
+ out.set_size((X_n_rows > 0) ? 1 : 0, X_n_cols, X_n_slices);
+
+ if(X_n_rows == 0) { return; }
+
+ for(uword slice=0; slice < X_n_slices; ++slice)
+ {
+ eT* out_mem = out.slice_memptr(slice);
+
+ for(uword col=0; col < X_n_cols; ++col)
+ {
+ out_mem[col] = op_min::direct_min( X.slice_colptr(slice,col), X_n_rows );
+ }
+ }
+ }
+ else
+ if(dim == 1)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 1");
+
+ out.set_size(X_n_rows, (X_n_cols > 0) ? 1 : 0, X_n_slices);
+
+ if(X_n_cols == 0) { return; }
+
+ for(uword slice=0; slice < X_n_slices; ++slice)
+ {
+ eT* out_mem = out.slice_memptr(slice);
+
+ arrayops::copy(out_mem, X.slice_colptr(slice,0), X_n_rows);
+
+ for(uword col=1; col < X_n_cols; ++col)
+ {
+ const eT* col_mem = X.slice_colptr(slice,col);
+
+ for(uword row=0; row < X_n_rows; ++row)
+ {
+ const eT col_val = col_mem[row];
+
+ if(col_val < out_mem[row]) { out_mem[row] = col_val; }
+ }
+ }
+ }
+ }
+ else
+ if(dim == 2)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 2");
+
+ out.set_size(X_n_rows, X_n_cols, (X_n_slices > 0) ? 1 : 0);
+
+ if(X_n_slices == 0) { return; }
+
+ const uword N = X.n_elem_slice;
+
+ eT* out_mem = out.slice_memptr(0);
+
+ arrayops::copy(out_mem, X.slice_memptr(0), N);
+
+ for(uword slice=1; slice < X_n_slices; ++slice)
+ {
+ const eT* X_mem = X.slice_memptr(slice);
+
+ for(uword i=0; i < N; ++i)
+ {
+ const eT val = X_mem[i];
+
+ if(val < out_mem[i]) { out_mem[i] = val; }
+ }
+ }
+ }
+ }
+
+
+
+template<typename eT>
+inline
+void
+op_min::apply_noalias(Cube<eT>& out, const Cube<eT>& X, const uword dim, const typename arma_cx_only<eT>::result* junk)
+ {
+ arma_extra_debug_sigprint();
+ arma_ignore(junk);
+
+ const uword X_n_rows = X.n_rows;
+ const uword X_n_cols = X.n_cols;
+ const uword X_n_slices = X.n_slices;
+
+ if(dim == 0)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 0");
+
+ out.set_size((X_n_rows > 0) ? 1 : 0, X_n_cols, X_n_slices);
+
+ if(X_n_rows == 0) { return; }
+
+ for(uword slice=0; slice < X_n_slices; ++slice)
+ {
+ eT* out_mem = out.slice_memptr(slice);
+
+ for(uword col=0; col < X_n_cols; ++col)
+ {
+ out_mem[col] = op_min::direct_min( X.slice_colptr(slice,col), X_n_rows );
+ }
+ }
+ }
+ else
+ if(dim == 1)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 1");
+
+ out.set_size(X_n_rows, (X_n_cols > 0) ? 1 : 0, X_n_slices);
+
+ if(X_n_cols == 0) { return; }
+
+ for(uword slice=0; slice < X_n_slices; ++slice)
+ {
+ eT* out_mem = out.slice_memptr(slice);
+
+ const Mat<eT> tmp('j', X.slice_memptr(slice), X_n_rows, X_n_cols);
+
+ for(uword row=0; row < X_n_rows; ++row)
+ {
+ out_mem[row] = op_min::direct_min(tmp, row);
+ }
+ }
+ }
+ else
+ if(dim == 2)
+ {
+ arma_extra_debug_print("op_min::apply(): dim = 2");
+
+ out.set_size(X_n_rows, X_n_cols, (X_n_slices > 0) ? 1 : 0);
+
+ if(X_n_slices == 0) { return; }
+
+ const uword N = X.n_elem_slice;
+
+ eT* out_mem = out.slice_memptr(0);
+
+ arrayops::copy(out_mem, X.slice_memptr(0), N);
+
+ for(uword slice=1; slice < X_n_slices; ++slice)
+ {
+ const eT* X_mem = X.slice_memptr(slice);
+
+ for(uword i=0; i < N; ++i)
+ {
+ const eT& val = X_mem[i];
+
+ if(std::abs(val) < std::abs(out_mem[i])) { out_mem[i] = val; }
+ }
+ }
+ }
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_min::direct_min(const eT* const X, const uword n_elem)
+ {
+ arma_extra_debug_sigprint();
+
+ eT min_val_i = priv::most_pos<eT>();
+ eT min_val_j = priv::most_pos<eT>();
+
+ uword i,j;
+ for(i=0, j=1; j<n_elem; i+=2, j+=2)
+ {
+ const eT X_i = X[i];
+ const eT X_j = X[j];
+
+ if(X_i < min_val_i) { min_val_i = X_i; }
+ if(X_j < min_val_j) { min_val_j = X_j; }
+ }
+
+ if(i < n_elem)
+ {
+ const eT X_i = X[i];
+
+ if(X_i < min_val_i) { min_val_i = X_i; }
+ }
+
+ return (min_val_i < min_val_j) ? min_val_i : min_val_j;
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_min::direct_min(const eT* const X, const uword n_elem, uword& index_of_min_val)
+ {
+ arma_extra_debug_sigprint();
+
+ eT min_val_i = priv::most_pos<eT>();
+ eT min_val_j = priv::most_pos<eT>();
+
+ uword best_index_i = 0;
+ uword best_index_j = 0;
+
+ uword i,j;
+ for(i=0, j=1; j<n_elem; i+=2, j+=2)
+ {
+ const eT X_i = X[i];
+ const eT X_j = X[j];
+
+ if(X_i < min_val_i) { min_val_i = X_i; best_index_i = i; }
+ if(X_j < min_val_j) { min_val_j = X_j; best_index_j = j; }
+ }
+
+ if(i < n_elem)
+ {
+ const eT X_i = X[i];
+
+ if(X_i < min_val_i) { min_val_i = X_i; best_index_i = i; }
+ }
+
+ index_of_min_val = (min_val_i < min_val_j) ? best_index_i : best_index_j;
+
+ return (min_val_i < min_val_j) ? min_val_i : min_val_j;
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_min::direct_min(const Mat<eT>& X, const uword row)
+ {
+ arma_extra_debug_sigprint();
+
+ const uword X_n_cols = X.n_cols;
+
+ eT min_val_i = priv::most_pos<eT>();
+ eT min_val_j = priv::most_pos<eT>();
+
+ uword i,j;
+ for(i=0, j=1; j < X_n_cols; i+=2, j+=2)
+ {
+ const eT tmp_i = X.at(row,i);
+ const eT tmp_j = X.at(row,j);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ if(tmp_j < min_val_j) { min_val_j = tmp_j; }
+ }
+
+ if(i < X_n_cols)
+ {
+ const eT tmp_i = X.at(row,i);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ }
+
+ return (min_val_i < min_val_j) ? min_val_i : min_val_j;
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_min::min(const subview<eT>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ if(X.n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ const uword X_n_rows = X.n_rows;
+ const uword X_n_cols = X.n_cols;
+
+ if(X_n_rows == 1)
+ {
+ eT min_val_i = priv::most_pos<eT>();
+ eT min_val_j = priv::most_pos<eT>();
+
+ const Mat<eT>& A = X.m;
+
+ const uword start_row = X.aux_row1;
+ const uword start_col = X.aux_col1;
+
+ const uword end_col_p1 = start_col + X_n_cols;
+
+ uword i,j;
+ for(i=start_col, j=start_col+1; j < end_col_p1; i+=2, j+=2)
+ {
+ const eT tmp_i = A.at(start_row, i);
+ const eT tmp_j = A.at(start_row, j);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ if(tmp_j < min_val_j) { min_val_j = tmp_j; }
+ }
+
+ if(i < end_col_p1)
+ {
+ const eT tmp_i = A.at(start_row, i);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ }
+
+ return (min_val_i < min_val_j) ? min_val_i : min_val_j;
+ }
+
+ eT min_val = priv::most_pos<eT>();
+
+ for(uword col=0; col < X_n_cols; ++col)
+ {
+ min_val = (std::min)(min_val, op_min::direct_min(X.colptr(col), X_n_rows));
+ }
+
+ return min_val;
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_not_cx<typename T1::elem_type>::result
+op_min::min(const Base<typename T1::elem_type,T1>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const Proxy<T1> P(X.get_ref());
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ eT min_val_i = priv::most_pos<eT>();
+ eT min_val_j = priv::most_pos<eT>();
+
+ if(Proxy<T1>::use_at == false)
+ {
+ typedef typename Proxy<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ uword i,j;
+
+ for(i=0, j=1; j<n_elem; i+=2, j+=2)
+ {
+ const eT tmp_i = A[i];
+ const eT tmp_j = A[j];
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ if(tmp_j < min_val_j) { min_val_j = tmp_j; }
+ }
+
+ if(i < n_elem)
+ {
+ const eT tmp_i = A[i];
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ }
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+
+ if(n_rows == 1)
+ {
+ uword i,j;
+ for(i=0, j=1; j < n_cols; i+=2, j+=2)
+ {
+ const eT tmp_i = P.at(0,i);
+ const eT tmp_j = P.at(0,j);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ if(tmp_j < min_val_j) { min_val_j = tmp_j; }
+ }
+
+ if(i < n_cols)
+ {
+ const eT tmp_i = P.at(0,i);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ }
+ }
+ else
+ {
+ for(uword col=0; col < n_cols; ++col)
+ {
+ uword i,j;
+ for(i=0, j=1; j < n_rows; i+=2, j+=2)
+ {
+ const eT tmp_i = P.at(i,col);
+ const eT tmp_j = P.at(j,col);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ if(tmp_j < min_val_j) { min_val_j = tmp_j; }
+ }
+
+ if(i < n_rows)
+ {
+ const eT tmp_i = P.at(i,col);
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ }
+ }
+ }
+ }
+
+ return (min_val_i < min_val_j) ? min_val_i : min_val_j;
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_not_cx<typename T1::elem_type>::result
+op_min::min(const BaseCube<typename T1::elem_type,T1>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const ProxyCube<T1> P(X.get_ref());
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ eT min_val = priv::most_pos<eT>();
+
+ if(ProxyCube<T1>::use_at == false)
+ {
+ eT min_val_i = priv::most_pos<eT>();
+ eT min_val_j = priv::most_pos<eT>();
+
+ typedef typename ProxyCube<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ uword i,j;
+
+ for(i=0, j=1; j<n_elem; i+=2, j+=2)
+ {
+ const eT tmp_i = A[i];
+ const eT tmp_j = A[j];
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ if(tmp_j < min_val_j) { min_val_j = tmp_j; }
+ }
+
+ if(i < n_elem)
+ {
+ const eT tmp_i = A[i];
+
+ if(tmp_i < min_val_i) { min_val_i = tmp_i; }
+ }
+
+ min_val = (min_val_i < min_val_j) ? min_val_i : min_val_j;
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+ const uword n_slices = P.get_n_slices();
+
+ for(uword slice=0; slice < n_slices; ++slice)
+ for(uword col=0; col < n_cols; ++col )
+ for(uword row=0; row < n_rows; ++row )
+ {
+ const eT tmp = P.at(row,col,slice);
+
+ if(tmp < min_val) { min_val = tmp; }
+ }
+ }
+
+ return min_val;
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_not_cx<typename T1::elem_type>::result
+op_min::min_with_index(const Proxy<T1>& P, uword& index_of_min_val)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ eT best_val = priv::most_pos<eT>();
+ uword best_index = 0;
+
+ if(Proxy<T1>::use_at == false)
+ {
+ typedef typename Proxy<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ for(uword i=0; i<n_elem; ++i)
+ {
+ const eT tmp = A[i];
+
+ if(tmp < best_val) { best_val = tmp; best_index = i; }
+ }
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+
+ if(n_rows == 1)
+ {
+ for(uword i=0; i < n_cols; ++i)
+ {
+ const eT tmp = P.at(0,i);
+
+ if(tmp < best_val) { best_val = tmp; best_index = i; }
+ }
+ }
+ else
+ if(n_cols == 1)
+ {
+ for(uword i=0; i < n_rows; ++i)
+ {
+ const eT tmp = P.at(i,0);
+
+ if(tmp < best_val) { best_val = tmp; best_index = i; }
+ }
+ }
+ else
+ {
+ uword count = 0;
+
+ for(uword col=0; col < n_cols; ++col)
+ for(uword row=0; row < n_rows; ++row)
+ {
+ const eT tmp = P.at(row,col);
+
+ if(tmp < best_val) { best_val = tmp; best_index = count; }
+
+ ++count;
+ }
+ }
+ }
+
+ index_of_min_val = best_index;
+
+ return best_val;
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_not_cx<typename T1::elem_type>::result
+op_min::min_with_index(const ProxyCube<T1>& P, uword& index_of_min_val)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ eT best_val = priv::most_pos<eT>();
+ uword best_index = 0;
+
+ if(ProxyCube<T1>::use_at == false)
+ {
+ typedef typename ProxyCube<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ for(uword i=0; i < n_elem; ++i)
+ {
+ const eT tmp = A[i];
+
+ if(tmp < best_val) { best_val = tmp; best_index = i; }
+ }
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+ const uword n_slices = P.get_n_slices();
+
+ uword count = 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 )
+ {
+ const eT tmp = P.at(row,col,slice);
+
+ if(tmp < best_val) { best_val = tmp; best_index = count; }
+
+ ++count;
+ }
+ }
+
+ index_of_min_val = best_index;
+
+ return best_val;
+ }
+
+
+
+template<typename T>
+inline
+std::complex<T>
+op_min::direct_min(const std::complex<T>* const X, const uword n_elem)
+ {
+ arma_extra_debug_sigprint();
+
+ uword index = 0;
+ T min_val = priv::most_pos<T>();
+
+ for(uword i=0; i<n_elem; ++i)
+ {
+ const T tmp_val = std::abs(X[i]);
+
+ if(tmp_val < min_val)
+ {
+ min_val = tmp_val;
+ index = i;
+ }
+ }
+
+ return X[index];
+ }
+
+
+
+template<typename T>
+inline
+std::complex<T>
+op_min::direct_min(const std::complex<T>* const X, const uword n_elem, uword& index_of_min_val)
+ {
+ arma_extra_debug_sigprint();
+
+ uword index = 0;
+ T min_val = priv::most_pos<T>();
+
+ for(uword i=0; i<n_elem; ++i)
+ {
+ const T tmp_val = std::abs(X[i]);
+
+ if(tmp_val < min_val)
+ {
+ min_val = tmp_val;
+ index = i;
+ }
+ }
+
+ index_of_min_val = index;
+
+ return X[index];
+ }
+
+
+
+template<typename T>
+inline
+std::complex<T>
+op_min::direct_min(const Mat< std::complex<T> >& X, const uword row)
+ {
+ arma_extra_debug_sigprint();
+
+ const uword X_n_cols = X.n_cols;
+
+ uword index = 0;
+ T min_val = priv::most_pos<T>();
+
+ for(uword col=0; col<X_n_cols; ++col)
+ {
+ const T tmp_val = std::abs(X.at(row,col));
+
+ if(tmp_val < min_val)
+ {
+ min_val = tmp_val;
+ index = col;
+ }
+ }
+
+ return X.at(row,index);
+ }
+
+
+
+template<typename T>
+inline
+std::complex<T>
+op_min::min(const subview< std::complex<T> >& X)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename std::complex<T> eT;
+
+ if(X.n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ const Mat<eT>& A = X.m;
+
+ const uword X_n_rows = X.n_rows;
+ const uword X_n_cols = X.n_cols;
+
+ const uword start_row = X.aux_row1;
+ const uword start_col = X.aux_col1;
+
+ const uword end_row_p1 = start_row + X_n_rows;
+ const uword end_col_p1 = start_col + X_n_cols;
+
+ T min_val = priv::most_pos<T>();
+
+ uword best_row = 0;
+ uword best_col = 0;
+
+ if(X_n_rows == 1)
+ {
+ best_col = 0;
+
+ for(uword col=start_col; col < end_col_p1; ++col)
+ {
+ const T tmp_val = std::abs( A.at(start_row, col) );
+
+ if(tmp_val < min_val)
+ {
+ min_val = tmp_val;
+ best_col = col;
+ }
+ }
+
+ best_row = start_row;
+ }
+ else
+ {
+ for(uword col=start_col; col < end_col_p1; ++col)
+ for(uword row=start_row; row < end_row_p1; ++row)
+ {
+ const T tmp_val = std::abs( A.at(row, col) );
+
+ if(tmp_val < min_val)
+ {
+ min_val = tmp_val;
+ best_row = row;
+ best_col = col;
+ }
+ }
+ }
+
+ return A.at(best_row, best_col);
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_cx_only<typename T1::elem_type>::result
+op_min::min(const Base<typename T1::elem_type,T1>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+ typedef typename get_pod_type<eT>::result T;
+
+ const Proxy<T1> P(X.get_ref());
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ T min_val = priv::most_pos<T>();
+
+ if(Proxy<T1>::use_at == false)
+ {
+ typedef typename Proxy<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ uword index = 0;
+
+ for(uword i=0; i<n_elem; ++i)
+ {
+ const T tmp = std::abs(A[i]);
+
+ if(tmp < min_val)
+ {
+ min_val = tmp;
+ index = i;
+ }
+ }
+
+ return( A[index] );
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+
+ uword best_row = 0;
+ uword best_col = 0;
+
+ if(n_rows == 1)
+ {
+ for(uword col=0; col < n_cols; ++col)
+ {
+ const T tmp = std::abs(P.at(0,col));
+
+ if(tmp < min_val)
+ {
+ min_val = tmp;
+ best_col = col;
+ }
+ }
+ }
+ else
+ {
+ for(uword col=0; col < n_cols; ++col)
+ for(uword row=0; row < n_rows; ++row)
+ {
+ const T tmp = std::abs(P.at(row,col));
+
+ if(tmp < min_val)
+ {
+ min_val = tmp;
+
+ best_row = row;
+ best_col = col;
+ }
+ }
+ }
+
+ return P.at(best_row, best_col);
+ }
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_cx_only<typename T1::elem_type>::result
+op_min::min(const BaseCube<typename T1::elem_type,T1>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+ typedef typename get_pod_type<eT>::result T;
+
+ const ProxyCube<T1> P(X.get_ref());
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ T min_val = priv::most_pos<T>();
+
+ if(ProxyCube<T1>::use_at == false)
+ {
+ typedef typename ProxyCube<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ uword index = 0;
+
+ for(uword i=0; i<n_elem; ++i)
+ {
+ const T tmp = std::abs(A[i]);
+
+ if(tmp < min_val)
+ {
+ min_val = tmp;
+ index = i;
+ }
+ }
+
+ return( A[index] );
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+ const uword n_slices = P.get_n_slices();
+
+ eT min_val_orig = eT(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 )
+ {
+ const eT tmp_orig = P.at(row,col,slice);
+ const T tmp = std::abs(tmp_orig);
+
+ if(tmp < min_val)
+ {
+ min_val = tmp;
+ min_val_orig = tmp_orig;
+ }
+ }
+
+ return min_val_orig;
+ }
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_cx_only<typename T1::elem_type>::result
+op_min::min_with_index(const Proxy<T1>& P, uword& index_of_min_val)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+ typedef typename get_pod_type<eT>::result T;
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ T best_val = priv::most_pos<T>();
+
+ if(Proxy<T1>::use_at == false)
+ {
+ typedef typename Proxy<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ uword best_index = 0;
+
+ for(uword i=0; i<n_elem; ++i)
+ {
+ const T tmp = std::abs(A[i]);
+
+ if(tmp < best_val) { best_val = tmp; best_index = i; }
+ }
+
+ index_of_min_val = best_index;
+
+ return( A[best_index] );
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+
+ uword best_row = 0;
+ uword best_col = 0;
+ uword best_index = 0;
+
+ if(n_rows == 1)
+ {
+ for(uword col=0; col < n_cols; ++col)
+ {
+ const T tmp = std::abs(P.at(0,col));
+
+ if(tmp < best_val) { best_val = tmp; best_col = col; }
+ }
+
+ best_index = best_col;
+ }
+ else
+ if(n_cols == 1)
+ {
+ for(uword row=0; row < n_rows; ++row)
+ {
+ const T tmp = std::abs(P.at(row,0));
+
+ if(tmp < best_val) { best_val = tmp; best_row = row; }
+ }
+
+ best_index = best_row;
+ }
+ else
+ {
+ uword count = 0;
+
+ for(uword col=0; col < n_cols; ++col)
+ for(uword row=0; row < n_rows; ++row)
+ {
+ const T tmp = std::abs(P.at(row,col));
+
+ if(tmp < best_val)
+ {
+ best_val = tmp;
+
+ best_row = row;
+ best_col = col;
+
+ best_index = count;
+ }
+
+ ++count;
+ }
+ }
+
+ index_of_min_val = best_index;
+
+ return P.at(best_row, best_col);
+ }
+ }
+
+
+
+template<typename T1>
+inline
+typename arma_cx_only<typename T1::elem_type>::result
+op_min::min_with_index(const ProxyCube<T1>& P, uword& index_of_min_val)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+ typedef typename get_pod_type<eT>::result T;
+
+ const uword n_elem = P.get_n_elem();
+
+ if(n_elem == 0)
+ {
+ arma_debug_check(true, "min(): object has no elements");
+
+ return Datum<eT>::nan;
+ }
+
+ T best_val = priv::most_pos<T>();
+
+ if(ProxyCube<T1>::use_at == false)
+ {
+ typedef typename ProxyCube<T1>::ea_type ea_type;
+
+ ea_type A = P.get_ea();
+
+ uword best_index = 0;
+
+ for(uword i=0; i < n_elem; ++i)
+ {
+ const T tmp = std::abs(A[i]);
+
+ if(tmp < best_val) { best_val = tmp; best_index = i; }
+ }
+
+ index_of_min_val = best_index;
+
+ return( A[best_index] );
+ }
+ else
+ {
+ const uword n_rows = P.get_n_rows();
+ const uword n_cols = P.get_n_cols();
+ const uword n_slices = P.get_n_slices();
+
+ eT best_val_orig = eT(0);
+ uword best_index = 0;
+ uword count = 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 )
+ {
+ const eT tmp_orig = P.at(row,col,slice);
+ const T tmp = std::abs(tmp_orig);
+
+ if(tmp < best_val)
+ {
+ best_val = tmp;
+ best_val_orig = tmp_orig;
+ best_index = count;
+ }
+
+ ++count;
+ }
+
+ index_of_min_val = best_index;
+
+ return best_val_orig;
+ }
+ }
+
+
+
+//! @}