/* ****************************************************************************** * * * 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 raver119@gmail.com // @author Yurii Shyrma (iuriish@yahoo.com), created on 08.11.2018 #ifndef PAIRWISE_INT_CU #define PAIRWISE_INT_CU #include "../pairwise_int.h" using namespace simdOps; //////////////////////////////////////////////////////////////////////////////// template __global__ static void pairwiseSimpleShaped(void const* vx, Nd4jLong const* xShapeInfo, void const* vy, Nd4jLong const* yShapeInfo, void *vz, Nd4jLong const* zShapeInfo, void *vextraParams) { auto x = reinterpret_cast(vx); auto y = reinterpret_cast(vy); auto z = reinterpret_cast(vz); auto extraParams = reinterpret_cast(vextraParams); int tid = blockIdx.x * blockDim.x + threadIdx.x; __shared__ int xEws; __shared__ int yEws; __shared__ int zEws; __shared__ char xOrder; __shared__ char yOrder; __shared__ char zOrder; __shared__ Nd4jLong len; if (threadIdx.x == 0) { xEws = shape::elementWiseStride(xShapeInfo); yEws = shape::elementWiseStride(yShapeInfo); zEws = shape::elementWiseStride(zShapeInfo); xOrder = shape::order(xShapeInfo); yOrder = shape::order(yShapeInfo); zOrder = shape::order(zShapeInfo); len = shape::length(xShapeInfo); } __syncthreads(); if (xEws >= 1 && yEws >= 1 && zEws >= 1 && xOrder == yOrder && xOrder == zOrder) { for (Nd4jLong i = tid; i < len; i += gridDim.x * blockDim.x) { z[i * zEws] = OpType::op(x[i * xEws], y[i * yEws], extraParams); } } else if (vx == vz) { for (Nd4jLong i = tid; i < len; i += gridDim.x * blockDim.x) { auto xOffset = shape::getIndexOffset(i, xShapeInfo); auto yOffset = shape::getIndexOffset(i, yShapeInfo); z[xOffset] = OpType::op(x[xOffset], y[yOffset], extraParams); } } else { for (Nd4jLong i = tid; i < len; i += gridDim.x * blockDim.x) { auto xOffset = shape::getIndexOffset(i, xShapeInfo); auto yOffset = shape::getIndexOffset(i, yShapeInfo); auto zOffset = shape::getIndexOffset(i, zShapeInfo); z[zOffset] = OpType::op(x[xOffset], y[yOffset], extraParams); } } } namespace functions { namespace pairwise_transforms { //////////////////////////////////////////////////////////////////////////////// template template void _CUDA_H PairWiseIntTransform::intermediateShaped(dim3& launchDims, cudaStream_t *stream, void const* vx, Nd4jLong const* xShapeInfo, void const* vy, Nd4jLong const* yShapeInfo, void *vz, Nd4jLong const* zShapeInfo, void *vextraParams){ pairwiseSimpleShaped<<>>(vx, xShapeInfo, vy, yShapeInfo, vz, zShapeInfo, vextraParams); } //////////////////////////////////////////////////////////////////////////////// template void PairWiseIntTransform::executeCudaShaped(dim3& launchDims, cudaStream_t *stream, int opNum, void const* vx, Nd4jLong const* xShapeInfo, void const* vy, Nd4jLong const* yShapeInfo, void *vz, Nd4jLong const* zShapeInfo, void *vextraParams) { auto xType = sd::DataTypeUtils::fromT(); DISPATCH_BY_OPNUM_T(intermediateShaped, PARAMS(launchDims, stream, vx, xShapeInfo, vy, yShapeInfo, vz, zShapeInfo, vextraParams), PAIRWISE_INT_OPS); } BUILD_SINGLE_TEMPLATE(template class ND4J_EXPORT PairWiseIntTransform, , INTEGER_TYPES); } } #endif // PAIRWISE_INT_CU