/* ****************************************************************************** * * * 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 ******************************************************************************/ /* * broadcasting.h * * Created on: Dec 28, 2015 * Author: agibsonccc */ #ifndef BROADCASTING_BOOL_H_ #define BROADCASTING_BOOL_H_ #include #include #include #include #ifdef __JNI__ #include #endif #include namespace functions { namespace broadcast { /** * Broadcast operation * for broadcasting a smaller tensor * along long a bigger one. */ template class BroadcastBool { public: #ifdef __CUDACC__ template static SD_DEVICE void transformCuda(const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams,sd::LongType *dimension,sd::LongType dimensionLength, const sd::LongType *tadOnlyShapeInfo, const sd::LongType *tadOffsets, const sd::LongType *tadOnlyShapeInfoZ, const sd::LongType *tadOffsetsZ); template static SD_DEVICE void transformCuda(const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *z, const sd::LongType *zShapeInfo, void *extraParams); template static SD_HOST void intermediateBroadcast(dim3 launchDims, cudaStream_t *stream, void const *x, sd::LongType const *xShapeInfo, void const *y, sd::LongType const *yShapeInfo, void *result, sd::LongType const *resultShapeInfo, void *extraParams, sd::LongType *dimension,sd::LongType dimensionLength, sd::LongType const *tadOnlyShapeInfo, sd::LongType const *tadOffsets, sd::LongType const *tadOnlyShapeInfoZ, sd::LongType const *tadOffsetsZ); template static SD_HOST void intermediateBroadcast(dim3 launchDims, cudaStream_t *stream, const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *z, const sd::LongType *zShapeInfo, void *extraParams); static SD_HOST void execBroadcast(dim3 launchDims, cudaStream_t *stream, int opNum, void const *x, sd::LongType const *xShapeInfo, void const *y, sd::LongType const *yShapeInfo, void *result, sd::LongType const *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, sd::LongType const *tadOnlyShapeInfo, sd::LongType const *tadOffsets, sd::LongType const *tadOnlyShapeInfoZ, sd::LongType const *tadOffsetsZ); static SD_HOST void execBroadcast(dim3 launchDims, cudaStream_t *stream, const int opNum, const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *z, const sd::LongType *zShapeInfo, void *extraParams); template static SD_DEVICE void transformInverseCuda(const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, const sd::LongType *tadOnlyShapeInfo, const sd::LongType *tadOffsets, const sd::LongType *tadOnlyShapeInfoZ, const sd::LongType *tadOffsetsZ); template static SD_HOST void intermediateInverseBroadcast( dim3 launchDims, cudaStream_t *stream, const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, const sd::LongType *tadOnlyShapeInfo, const sd::LongType *tadOffsets, const sd::LongType *tadOnlyShapeInfoZ, const sd::LongType *tadOffsetsZ); static SD_HOST void execInverseBroadcast(dim3 launchDims, cudaStream_t *stream, int opNum, const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, const sd::LongType *tadOnlyShapeInfo, const sd::LongType *tadOffsets, const sd::LongType *tadOnlyShapeInfoZ, const sd::LongType *tadOffsetsZ); #else static void exec(int opNum, const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, const sd::LongType *tadShapeInfo, const sd::LongType *tadOffset, const sd::LongType *tadShapeInfoZ, const sd::LongType *tadOffsetZ, sd::LongType start, sd::LongType stop); static void exec(int opNum, const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *z, const sd::LongType *zShapeInfo, void *extraParams); static void execInverse(int opNum, const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, const sd::LongType *tadShapeInfo, const sd::LongType *tadOffset, const sd::LongType *tadShapeInfoZ, const sd::LongType *tadOffsetZ, sd::LongType start, sd::LongType stop); /** * CPU execution * @param x the input * @param xShapeInfo the x shape information * @param y the y data * @param yShapeInfo the y shape information * @param result the result * @param resultShapeInfo the result shape information * @param dimension the dimension to broadcast along long * @param dimensionLength the length of the dimension buffer */ template static void exec(const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, const sd::LongType *tadShapeInfo, const sd::LongType *tadOffset, const sd::LongType *tadShapeInfoZ, const sd::LongType *tadOffsetZ, uint64_t start, uint64_t stop); template static void exec(const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *z, const sd::LongType *zShapeInfo, void *extraParams); template static void execInverse(const void *x, const sd::LongType *xShapeInfo, const void *y, const sd::LongType *yShapeInfo, void *result, const sd::LongType *resultShapeInfo, void *extraParams, sd::LongType *dimension, sd::LongType dimensionLength, const sd::LongType *tadShapeInfo, const sd::LongType *tadOffset, const sd::LongType *tadShapeInfoZ, const sd::LongType *tadOffsetZ, uint64_t start, uint64_t stop); #endif }; } // namespace broadcast } // namespace functions #endif /* BROADCASTING_H_ */