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authorNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
committerNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
commiteda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch)
treebc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/spop_misc_meat.hpp
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Move into version control
Diffstat (limited to 'src/armadillo/include/armadillo_bits/spop_misc_meat.hpp')
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diff --git a/src/armadillo/include/armadillo_bits/spop_misc_meat.hpp b/src/armadillo/include/armadillo_bits/spop_misc_meat.hpp
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+// 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 spop_misc
+//! @{
+
+
+
+namespace priv
+ {
+ template<typename eT>
+ struct functor_scalar_times
+ {
+ const eT k;
+
+ functor_scalar_times(const eT in_k) : k(in_k) {}
+
+ arma_inline eT operator()(const eT val) const { return val * k; }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_scalar_times::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_scalar_times>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ if(in.aux != eT(0))
+ {
+ out.init_xform(in.m, priv::functor_scalar_times<eT>(in.aux));
+ }
+ else
+ {
+ const SpProxy<T1> P(in.m);
+
+ out.zeros( P.get_n_rows(), P.get_n_cols() );
+ }
+ }
+
+
+
+namespace priv
+ {
+ template<typename T>
+ struct functor_cx_scalar_times
+ {
+ typedef std::complex<T> out_eT;
+
+ const out_eT k;
+
+ functor_cx_scalar_times(const out_eT in_k) : k(in_k) {}
+
+ arma_inline out_eT operator()(const T val) const { return val * k; }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_cx_scalar_times::apply(SpMat< std::complex<typename T1::pod_type> >& out, const mtSpOp< std::complex<typename T1::pod_type>, T1, spop_cx_scalar_times >& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::pod_type T;
+ typedef typename std::complex<T> out_eT;
+
+ if(in.aux_out_eT != out_eT(0))
+ {
+ out.init_xform_mt(in.m, priv::functor_cx_scalar_times<T>(in.aux_out_eT));
+ }
+ else
+ {
+ const SpProxy<T1> P(in.m);
+
+ out.zeros( P.get_n_rows(), P.get_n_cols() );
+ }
+ }
+
+
+
+namespace priv
+ {
+ struct functor_square
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return val*val; }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_square::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_square>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_square());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_sqrt
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return eop_aux::sqrt(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_sqrt::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_sqrt>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_sqrt());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_abs
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return eop_aux::arma_abs(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_abs::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_abs>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_abs());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_cx_abs
+ {
+ template<typename T>
+ arma_inline T operator()(const std::complex<T>& val) const { return std::abs(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_cx_abs::apply(SpMat<typename T1::pod_type>& out, const mtSpOp<typename T1::pod_type, T1, spop_cx_abs>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform_mt(in.m, priv::functor_cx_abs());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_arg
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return arma_arg<eT>::eval(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_arg::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_arg>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_arg());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_cx_arg
+ {
+ template<typename T>
+ arma_inline T operator()(const std::complex<T>& val) const { return std::arg(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_cx_arg::apply(SpMat<typename T1::pod_type>& out, const mtSpOp<typename T1::pod_type, T1, spop_cx_arg>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform_mt(in.m, priv::functor_cx_arg());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_real
+ {
+ template<typename T>
+ arma_inline T operator()(const std::complex<T>& val) const { return val.real(); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_real::apply(SpMat<typename T1::pod_type>& out, const mtSpOp<typename T1::pod_type, T1, spop_real>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform_mt(in.m, priv::functor_real());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_imag
+ {
+ template<typename T>
+ arma_inline T operator()(const std::complex<T>& val) const { return val.imag(); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_imag::apply(SpMat<typename T1::pod_type>& out, const mtSpOp<typename T1::pod_type, T1, spop_imag>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform_mt(in.m, priv::functor_imag());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_conj
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return eop_aux::conj(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_conj::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_conj>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_conj());
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_repelem::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1, spop_repelem>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const unwrap_spmat<T1> U(in.m);
+ const SpMat<eT>& X = U.M;
+
+ const uword copies_per_row = in.aux_uword_a;
+ const uword copies_per_col = in.aux_uword_b;
+
+ const uword out_n_rows = X.n_rows * copies_per_row;
+ const uword out_n_cols = X.n_cols * copies_per_col;
+ const uword out_nnz = X.n_nonzero * copies_per_row * copies_per_col;
+
+ if( (out_n_rows > 0) && (out_n_cols > 0) && (out_nnz > 0) )
+ {
+ umat locs(2, out_nnz, arma_nozeros_indicator());
+ Col<eT> vals( out_nnz, arma_nozeros_indicator());
+
+ uword* locs_mem = locs.memptr();
+ eT* vals_mem = vals.memptr();
+
+ typename SpMat<eT>::const_iterator X_it = X.begin();
+ typename SpMat<eT>::const_iterator X_end = X.end();
+
+ for(; X_it != X_end; ++X_it)
+ {
+ const uword col_base = copies_per_col * X_it.col();
+ const uword row_base = copies_per_row * X_it.row();
+
+ const eT X_val = (*X_it);
+
+ for(uword cols = 0; cols < copies_per_col; cols++)
+ for(uword rows = 0; rows < copies_per_row; rows++)
+ {
+ (*locs_mem) = row_base + rows; ++locs_mem;
+ (*locs_mem) = col_base + cols; ++locs_mem;
+
+ (*vals_mem) = X_val; ++vals_mem;
+ }
+ }
+
+ out = SpMat<eT>(locs, vals, out_n_rows, out_n_cols);
+ }
+ else
+ {
+ out.zeros(out_n_rows, out_n_cols);
+ }
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_reshape::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1, spop_reshape>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out = in.m;
+
+ out.reshape(in.aux_uword_a, in.aux_uword_b);
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_resize::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1, spop_resize>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out = in.m;
+
+ out.resize(in.aux_uword_a, in.aux_uword_b);
+ }
+
+
+
+namespace priv
+ {
+ struct functor_floor
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return eop_aux::floor(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_floor::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_floor>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_floor());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_ceil
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return eop_aux::ceil(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_ceil::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_ceil>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_ceil());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_round
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return eop_aux::round(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_round::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_round>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_round());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_trunc
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return eop_aux::trunc(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_trunc::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_trunc>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_trunc());
+ }
+
+
+
+namespace priv
+ {
+ struct functor_sign
+ {
+ template<typename eT>
+ arma_inline eT operator()(const eT val) const { return arma_sign(val); }
+ };
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_sign::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_sign>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out.init_xform(in.m, priv::functor_sign());
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_diagvec::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_diagvec>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const unwrap_spmat<T1> U(in.m);
+
+ const SpMat<eT>& X = U.M;
+
+ const uword a = in.aux_uword_a;
+ const uword b = in.aux_uword_b;
+
+ const uword row_offset = (b > 0) ? a : 0;
+ const uword col_offset = (b == 0) ? a : 0;
+
+ arma_debug_check_bounds
+ (
+ ((row_offset > 0) && (row_offset >= X.n_rows)) || ((col_offset > 0) && (col_offset >= X.n_cols)),
+ "diagvec(): requested diagonal out of bounds"
+ );
+
+ const uword len = (std::min)(X.n_rows - row_offset, X.n_cols - col_offset);
+
+ Col<eT> cache(len, arma_nozeros_indicator());
+ eT* cache_mem = cache.memptr();
+
+ uword n_nonzero = 0;
+
+ for(uword i=0; i < len; ++i)
+ {
+ const eT val = X.at(i + row_offset, i + col_offset);
+
+ cache_mem[i] = val;
+
+ n_nonzero += (val != eT(0)) ? uword(1) : uword(0);
+ }
+
+ out.reserve(len, 1, n_nonzero);
+
+ uword count = 0;
+ for(uword i=0; i < len; ++i)
+ {
+ const eT val = cache_mem[i];
+
+ if(val != eT(0))
+ {
+ access::rw(out.row_indices[count]) = i;
+ access::rw(out.values[count]) = val;
+ ++count;
+ }
+ }
+
+ access::rw(out.col_ptrs[0]) = 0;
+ access::rw(out.col_ptrs[1]) = n_nonzero;
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_flipud::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_flipud>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out = reverse(in.m, 0);
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_fliplr::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_fliplr>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ out = reverse(in.m, 1);
+ }
+
+
+
+//! @}