/******************************************************************************* * 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 GS , created on 25.01.2019 // #include namespace sd { //////////////////////////////////////////////////////////////////////////////////////////////////////////////////// // kernel to swap two NDArrays vals as linear sequences // input - theSecondBuffer/Shape from input NDArray // output - theFirstBuffer/Shape from input NDArray template static __global__ void swapUnsafeKernel(void* theFirstBuffer, Nd4jLong const* theFirstShape, void* theSecondBuffer, Nd4jLong const* theSecondShape) { auto tid = blockIdx.x * blockDim.x + threadIdx.x; int totalThreads = gridDim.x * blockDim.x; __shared__ Nd4jLong resultLength, xEws, yEws; __shared__ bool sameOffsets, sameOrders; __shared__ T* input; __shared__ T* output; if (0 == threadIdx.x) { resultLength = shape::length(theFirstShape); input = reinterpret_cast(theSecondBuffer); output = reinterpret_cast(theFirstBuffer); sameOffsets = shape::haveSameShapeAndStrides(theFirstShape, theSecondShape); sameOrders = shape::order(theFirstShape) == shape::order(theSecondShape); xEws = shape::elementWiseStride(theFirstShape); yEws = shape::elementWiseStride(theSecondShape); } __syncthreads(); for (int i = tid; i < resultLength; i += totalThreads) { if(sameOrders && xEws > 0 && yEws > 0) { sd::math::nd4j_swap(output[i*xEws], input[i*yEws]); } else if(sameOffsets) { const auto offset = shape::getIndexOffset(i, theFirstShape); sd::math::nd4j_swap(output[offset], input[offset]); } else{ const auto xOffset = shape::getIndexOffset(i, theFirstShape); const auto yOffset = shape::getIndexOffset(i, theSecondShape); sd::math::nd4j_swap(output[xOffset], input[yOffset]); } } } BUILD_SINGLE_TEMPLATE(template __global__ void swapUnsafeKernel, (void* theFirstBuffer, Nd4jLong const* theFirstShape, void* theSecondBuffer, Nd4jLong const* theSecondShape), LIBND4J_TYPES); template void templatedSwapUnsafe(void* theFirstBuffer, Nd4jLong const* theFirstShape, void* theSecondBuffer, Nd4jLong const* theSecondShape, cudaStream_t* theStream) { swapUnsafeKernel<<<256, 512, 8192, *theStream>>>(theFirstBuffer, theFirstShape, theSecondBuffer, theSecondShape); } BUILD_SINGLE_TEMPLATE(template void templatedSwapUnsafe, (void* theFirstBuffer, Nd4jLong const* theFirstShape, void* theSecondBuffer, Nd4jLong const* theSecondShape, cudaStream_t* theStream), LIBND4J_TYPES); }