/* * ****************************************************************************** * * * * * * This program and the accompanying materials are made available under the * * terms of the Apache License, Version 2.0 which is available at * * https://www.apache.org/licenses/LICENSE-2.0. * * * * See the NOTICE file distributed with this work for additional * * information regarding copyright ownership. * * 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. * * * * SPDX-License-Identifier: Apache-2.0 * ***************************************************************************** */ // // @author Paul Dubs // #ifndef LIBND4J_ATTENTIONHELPER_H #define LIBND4J_ATTENTIONHELPER_H #include "array/NDArray.h" namespace sd { class ND4J_EXPORT AttentionHelper { public: static sd::NDArray multiHeadProject(const sd::NDArray* input, const sd::NDArray* projectionMatrix, sd::LaunchContext * context = sd::LaunchContext ::defaultContext()); static void multiHeadProjectBp(const sd::NDArray* input, const sd::NDArray* projectionMatrix, const sd::NDArray* eps, sd::NDArray* dLdInput, sd::NDArray* dLdProjectionMatrix, sd::LaunchContext * context = sd::LaunchContext ::defaultContext()); }; } #endif