/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * * 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. * * 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 raver119@gmail.com // @author Yurii Shyrma, created on 15.11.2018 // #include namespace nd4j { //////////////////////////////////////////////////////////////////////// template __device__ void tearKernel(void *vx, Nd4jLong *xShapeInfo, Nd4jPointer *targets, Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo, Nd4jLong *tadOffsets) { __shared__ Nd4jLong tadLength; __shared__ int tadEWS; __shared__ int zEWS; // __shared__ int tadRank; __shared__ Nd4jLong numTads; // __shared__ int zRank; // __shared__ Nd4jLong *tadShape; // __shared__ Nd4jLong *tadStride; // __shared__ Nd4jLong *zShape; // __shared__ Nd4jLong *zStride; __shared__ T* x; if (threadIdx.x == 0) { tadLength = shape::length(tadShapeInfo); tadEWS = shape::elementWiseStride(tadShapeInfo); zEWS = shape::elementWiseStride(zShapeInfo); numTads = shape::length(xShapeInfo) / tadLength; x = static_cast(vx); } __syncthreads(); for (Nd4jLong r = blockIdx.x; r < numTads; r += gridDim.x) { T *z = (T *) targets[r]; T *s = x + tadOffsets[r]; if (zEWS > 0 && tadEWS > 0) { for (Nd4jLong i = threadIdx.x; i < tadLength; i += blockDim.x) z[i * zEWS] = s[i * tadEWS]; } else { for (Nd4jLong j = threadIdx.x; j < tadLength; j += blockDim.x) { auto xOffset = shape::getIndexOffset(j, tadShapeInfo, tadLength); auto zOffset = shape::getIndexOffset(j, zShapeInfo, tadLength); z[zOffset] = s[xOffset]; } } } } //////////////////////////////////////////////////////////////////////// template __global__ void execTearKernel(void *vx, Nd4jLong *xShapeInfo, Nd4jPointer *targets, Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo, Nd4jLong *tadOffsets) { tearKernel(vx, xShapeInfo, targets, zShapeInfo, tadShapeInfo, tadOffsets); } //////////////////////////////////////////////////////////////////////// template __host__ void tearKernelGeneric(dim3 &launchDims, cudaStream_t *stream, void *vx, Nd4jLong *xShapeInfo, Nd4jPointer *targets, Nd4jLong *zShapeInfo, Nd4jLong *tadShapeInfo, Nd4jLong *tadOffsets) { execTearKernel<<>>(vx, xShapeInfo, targets, zShapeInfo, tadShapeInfo, tadOffsets); nd4j::DebugHelper::checkErrorCode(stream, "tear(...) failed"); } BUILD_SINGLE_TEMPLATE(template void ND4J_EXPORT tearKernelGeneric, (dim3 & launchDims, cudaStream_t * stream, void * vx, Nd4jLong * xShapeInfo, Nd4jPointer *targets, Nd4jLong * zShapeInfo, Nd4jLong * tadShapeInfo, Nd4jLong * tadOffsets), LIBND4J_TYPES); }