| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you 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. |
| */ |
| |
| #ifndef _libmatrixdnn_h |
| #define _libmatrixdnn_h |
| |
| #ifdef USE_INTEL_MKL |
| #include <mkl.h> |
| #if INTEL_MKL_VERSION < 20170000 |
| // Will throw an error at development time in non-standard settings |
| PLEASE DONOT COMPILE SHARED LIBRARIES WITH OLDER MKL VERSIONS |
| #endif |
| #endif |
| |
| int conv2dBackwardFilterDense(double* inputPtr, double* doutPtr, double* retPtr, int N, int C, int H, int W, int K, int R, int S, |
| int stride_h, int stride_w, int pad_h, int pad_w, int P, int Q, int numThreads); |
| |
| int conv2dBackwardDataDense(double* filterPtr, double* doutPtr, double* retPtr, int N, int C, int H, int W, int K, int R, int S, |
| int stride_h, int stride_w, int pad_h, int pad_w, int P, int Q, int numThreads); |
| |
| int dconv2dBiasAddDense(double* inputPtr, double* biasPtr, double* filterPtr, double* retPtr, |
| int N, int C, int H, int W, int K, int R, int S, |
| int stride_h, int stride_w, int pad_h, int pad_w, int P, int Q, bool addBias, int numThreads); |
| |
| int sconv2dBiasAddDense(float* inputPtr, float* biasPtr, float* filterPtr, float* retPtr, |
| int N, int C, int H, int W, int K, int R, int S, |
| int stride_h, int stride_w, int pad_h, int pad_w, int P, int Q, bool addBias, int numThreads); |
| |
| void conv2dSparse(int apos, int alen, int* aix, double* avals, double* filter, double* ret, int N, int C, int H, int W, |
| int K, int R, int S, int stride_h, int stride_w, int pad_h, int pad_w, int P, int Q, int numThreads); |
| |
| void conv2dBackwardFilterSparseDense(int apos, int alen, int* aix, double* avals, double* rotatedDoutPtr, double* ret, int N, int C, int H, int W, |
| int K, int R, int S, int stride_h, int stride_w, int pad_h, int pad_w, int P, int Q, int numThreads); |
| |
| #endif |