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Diffstat (limited to 'src/armadillo/include/armadillo_bits/gmm_misc_meat.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/gmm_misc_meat.hpp | 193 |
1 files changed, 193 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/gmm_misc_meat.hpp b/src/armadillo/include/armadillo_bits/gmm_misc_meat.hpp new file mode 100644 index 0000000..3276b46 --- /dev/null +++ b/src/armadillo/include/armadillo_bits/gmm_misc_meat.hpp @@ -0,0 +1,193 @@ +// 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 gmm_misc +//! @{ + + +namespace gmm_priv +{ + + +template<typename eT> +inline +running_mean_scalar<eT>::running_mean_scalar() + : counter(uword(0)) + , r_mean ( eT(0)) + { + arma_extra_debug_sigprint_this(this); + } + + + +template<typename eT> +inline +running_mean_scalar<eT>::running_mean_scalar(const running_mean_scalar<eT>& in) + : counter(in.counter) + , r_mean (in.r_mean ) + { + arma_extra_debug_sigprint_this(this); + } + + + +template<typename eT> +inline +const running_mean_scalar<eT>& +running_mean_scalar<eT>::operator=(const running_mean_scalar<eT>& in) + { + arma_extra_debug_sigprint(); + + counter = in.counter; + r_mean = in.r_mean; + + return *this; + } + + + +template<typename eT> +inline +void +running_mean_scalar<eT>::operator() (const eT X) + { + arma_extra_debug_sigprint(); + + counter++; + + if(counter > 1) + { + const eT old_r_mean = r_mean; + + r_mean = old_r_mean + (X - old_r_mean)/counter; + } + else + { + r_mean = X; + } + } + + + +template<typename eT> +inline +void +running_mean_scalar<eT>::reset() + { + arma_extra_debug_sigprint(); + + counter = 0; + r_mean = eT(0); + } + + + +template<typename eT> +inline +uword +running_mean_scalar<eT>::count() const + { + return counter; + } + + + +template<typename eT> +inline +eT +running_mean_scalar<eT>::mean() const + { + return r_mean; + } + + + +// +// +// + + + +template<typename eT> +arma_inline +eT +distance<eT, uword(1)>::eval(const uword N, const eT* A, const eT* B, const eT*) + { + eT acc1 = eT(0); + eT acc2 = eT(0); + + uword i,j; + for(i=0, j=1; j<N; i+=2, j+=2) + { + eT tmp_i = A[i]; + eT tmp_j = A[j]; + + tmp_i -= B[i]; + tmp_j -= B[j]; + + acc1 += tmp_i*tmp_i; + acc2 += tmp_j*tmp_j; + } + + if(i < N) + { + const eT tmp_i = A[i] - B[i]; + + acc1 += tmp_i*tmp_i; + } + + return (acc1 + acc2); + } + + + +template<typename eT> +arma_inline +eT +distance<eT, uword(2)>::eval(const uword N, const eT* A, const eT* B, const eT* C) + { + eT acc1 = eT(0); + eT acc2 = eT(0); + + uword i,j; + for(i=0, j=1; j<N; i+=2, j+=2) + { + eT tmp_i = A[i]; + eT tmp_j = A[j]; + + tmp_i -= B[i]; + tmp_j -= B[j]; + + acc1 += (tmp_i*tmp_i) * C[i]; + acc2 += (tmp_j*tmp_j) * C[j]; + } + + if(i < N) + { + const eT tmp_i = A[i] - B[i]; + + acc1 += (tmp_i*tmp_i) * C[i]; + } + + return (acc1 + acc2); + } + +} + + +//! @} |