/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved. 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. */ #pragma once #ifdef PADDLE_WITH_MKLML #include #include #include #endif #ifdef PADDLE_USE_VECLIB extern "C" { #include #include } #endif #ifdef PADDLE_USE_OPENBLAS #include #ifdef LAPACK_FOUND #include #endif #endif #ifndef LAPACK_FOUND extern "C" { #ifndef PADDLE_USE_EIGEN_FOR_BLAS #include #else typedef enum CBLAS_ORDER { CblasRowMajor = 101, CblasColMajor = 102 } CBLAS_ORDER; #endif int LAPACKE_sgetrf( int matrix_layout, int m, int n, float* a, int lda, int* ipiv); int LAPACKE_dgetrf( int matrix_layout, int m, int n, double* a, int lda, int* ipiv); int LAPACKE_sgetri( int matrix_layout, int n, float* a, int lda, const int* ipiv); int LAPACKE_dgetri( int matrix_layout, int n, double* a, int lda, const int* ipiv); } #endif #include namespace paddle { #ifndef PADDLE_USE_EIGEN_FOR_BLAS template void gemm(const CBLAS_TRANSPOSE transA, const CBLAS_TRANSPOSE transB, const int M, const int N, const int K, const T alpha, const T* A, const int lda, const T* B, const int ldb, const T beta, T* C, const int ldc); #endif template int getrf(const CBLAS_ORDER Order, const int M, const int N, T* A, const int lda, int* ipiv); template int getri( const CBLAS_ORDER Order, const int N, T* A, const int lda, const int* ipiv); template void axpy(const int n, const T alpha, const T* x, T* y) { /// y = y + alpha * x for (int i = 0; i < n; i++) { y[i] = y[i] + alpha * x[i]; } } template T dotProduct(const int n, const T* x, const T* y) { T result = static_cast(0); for (int i = 0; i < n; i++) { result += x[i] * y[i]; } return result; } template void vExp(const int n, const T* a, T* r); template void vPow(const int n, const T* a, const T b, T* r); template void vLog(const int n, const T* a, T* r); template void vAdd(const int n, const T* a, const T* b, T* r); template void vInvSqrt(const int n, const T* a, T* r); template void vLog1p(const int n, const T* a, T* r); template void vTanh(const int n, const T* a, T* r); } // namespace paddle