138 lines
5.6 KiB
Plaintext
138 lines
5.6 KiB
Plaintext
/* ******************************************************************************
|
|
*
|
|
*
|
|
* 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)
|
|
|
|
#ifndef PAIRWISE_CU
|
|
#define PAIRWISE_CU
|
|
#include <loops/pairwise_instantiations.h>
|
|
|
|
#include "../pairwise_transform.h"
|
|
using namespace simdOps;
|
|
|
|
////////////////////////////////////////////////////////////////////////////////
|
|
template <typename X, typename Y, typename Z, typename OpType>
|
|
SD_KERNEL static void pairwiseSimpleShaped(void const* vx, sd::LongType const* xShapeInfo,
|
|
void const* vy, sd::LongType const* yShapeInfo,
|
|
void* vz, sd::LongType const* zShapeInfo,
|
|
void* vextraParams) {
|
|
auto x = static_cast<X const*>(vx);
|
|
auto y = static_cast<Y const*>(vy);
|
|
auto z = static_cast<Z*>(vz);
|
|
auto extraParams= static_cast<Z*>(vextraParams);
|
|
|
|
const int tid = blockIdx.x * blockDim.x + threadIdx.x;
|
|
|
|
__shared__ sd::LongType len;
|
|
__shared__ sd::LongType xRank;
|
|
__shared__ sd::LongType yRank;
|
|
__shared__ sd::LongType zRank;
|
|
|
|
__shared__ const sd::LongType* xShape;
|
|
__shared__ const sd::LongType* xStride;
|
|
__shared__ const sd::LongType* yShape;
|
|
__shared__ const sd::LongType* yStride;
|
|
__shared__ const sd::LongType* zShape;
|
|
__shared__ const sd::LongType* zStride;
|
|
|
|
if (threadIdx.x == 0) {
|
|
len = shape::length(xShapeInfo);
|
|
|
|
xRank = shape::rank(xShapeInfo);
|
|
xShape = shape::shapeOf(xShapeInfo);
|
|
xStride = shape::stride(xShapeInfo);
|
|
|
|
yRank = shape::rank(yShapeInfo);
|
|
yShape = shape::shapeOf(yShapeInfo);
|
|
yStride = shape::stride(yShapeInfo);
|
|
|
|
zRank = shape::rank(zShapeInfo);
|
|
zShape = shape::shapeOf(zShapeInfo);
|
|
zStride = shape::stride(zShapeInfo);
|
|
}
|
|
__syncthreads();
|
|
|
|
for (sd::LongType i = tid; i < len; i += (gridDim.x * blockDim.x)) {
|
|
sd::LongType xCoords[SD_MAX_RANK];
|
|
sd::LongType yCoords[SD_MAX_RANK];
|
|
sd::LongType zCoords[SD_MAX_RANK];
|
|
sd::LongType xOffset;
|
|
sd::LongType yOffset;
|
|
sd::LongType zOffset;
|
|
|
|
INDEX2COORDS(i, xRank, xShape, xCoords);
|
|
COORDS2INDEX(xRank, xStride, xCoords, xOffset);
|
|
|
|
INDEX2COORDS(i, yRank, yShape, yCoords);
|
|
COORDS2INDEX(yRank, yStride, yCoords, yOffset);
|
|
|
|
INDEX2COORDS(i, zRank, zShape, zCoords);
|
|
COORDS2INDEX(zRank, zStride, zCoords, zOffset);
|
|
|
|
z[zOffset] = OpType::op(x[xOffset], y[yOffset], extraParams);
|
|
}
|
|
}
|
|
|
|
namespace functions {
|
|
namespace pairwise_transforms {
|
|
|
|
////////////////////////////////////////////////////////////////////////////////
|
|
template <typename X, typename Y, typename Z>
|
|
template <typename OpType>
|
|
void SD_HOST PairWiseTransform<X, Y, Z>::intermediateShaped(dim3& launchDims,
|
|
cudaStream_t* stream,
|
|
void const* vx,
|
|
sd::LongType const* xShapeInfo,
|
|
void const* vy,
|
|
sd::LongType const* yShapeInfo,
|
|
void* vz,
|
|
sd::LongType const* zShapeInfo,
|
|
void* vextraParams) {
|
|
pairwiseSimpleShaped<X, Y, Z, OpType>
|
|
<<<launchDims.x, launchDims.y, launchDims.z, *stream>>>(
|
|
vx, xShapeInfo,
|
|
vy, yShapeInfo,
|
|
vz, zShapeInfo,
|
|
vextraParams);
|
|
sd::DebugHelper::checkErrorCode(stream, "PairWiseTransform intermediateShaped(...) failed");
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////
|
|
template <typename X, typename Y, typename Z>
|
|
void SD_HOST PairWiseTransform<X, Y, Z>::executeCudaShaped(dim3& launchDims,
|
|
cudaStream_t* stream,
|
|
int opNum,
|
|
void const* vx,
|
|
sd::LongType const* xShapeInfo,
|
|
void const* vy,
|
|
sd::LongType const* yShapeInfo,
|
|
void* vz,
|
|
sd::LongType const* zShapeInfo,
|
|
void* vextraParams) {
|
|
DISPATCH_BY_OPNUM_TTT(
|
|
intermediateShaped,
|
|
PARAMS(launchDims, stream, vx, xShapeInfo, vy, yShapeInfo, vz, zShapeInfo, vextraParams),
|
|
PAIRWISE_TRANSFORM_OPS);
|
|
}
|
|
|
|
} // namespace pairwise_transforms
|
|
} // namespace functions
|
|
|
|
#endif // PAIRWISE_CU
|