83 lines
3.4 KiB
C++
83 lines
3.4 KiB
C++
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// @author raver119@gmail.com
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//
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#ifndef DEV_TESTS_SCALAR_INPLACE_H
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#define DEV_TESTS_SCALAR_INPLACE_H
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#include <ops.h>
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#include <types/types.h>
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#include <op_boilerplate.h>
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#include <shape.h>
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using namespace simdOps;
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namespace functions {
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namespace scalar {
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template <typename X, typename Y, typename Z>
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class ScalarInplace {
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public:
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static FORCEINLINE _CUDA_D void transformCudaLegacy(int opNum, void* vscalar, void *vy, Nd4jLong *yShapeInfo, void *vparams, void *vz, Nd4jLong *zShapeInfo, int *allocationBuffer);
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template <typename OpClass>
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static FORCEINLINE _CUDA_D void transformCuda(void* vscalar, void *vy, Nd4jLong *yShapeInfo, void *vparams, void *vz, Nd4jLong *zShapeInfo, int *allocationBuffer);
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};
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template<typename X, typename Y, typename Z>
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FORCEINLINE _CUDA_D void ScalarInplace<X,Y,Z>::transformCudaLegacy(int opNum, void* vscalar,
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void *vy, Nd4jLong *yShapeInfo,
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void *vparams,
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void *vz, Nd4jLong *zShapeInfo,
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int *allocationBuffer) {
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DISPATCH_BY_OPNUM_TTT(transformCuda, PARAMS(vscalar, vy, yShapeInfo, vparams, vz, zShapeInfo, allocationBuffer), SCALAR_OPS);
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}
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template<typename X, typename Y, typename Z>
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template<typename OpType>
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FORCEINLINE _CUDA_D void ScalarInplace<X,Y,Z>::transformCuda(void* vscalar,
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void *vy, Nd4jLong *yShapeInfo,
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void *vparams,
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void *vz, Nd4jLong *zShapeInfo,
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int *allocationBuffer) {
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auto scalar = reinterpret_cast<X*>(vscalar)[0];
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auto y = reinterpret_cast<Y*>(vy);
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auto params = reinterpret_cast<Z*>(vparams);
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auto z = reinterpret_cast<Z*>(vz);
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int totalThreads = gridDim.x * blockDim.x;
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int tid = blockIdx.x * blockDim.x + threadIdx.x;
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__shared__ Nd4jLong length;
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if(threadIdx.x == 0)
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length = shape::length(yShapeInfo);
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__syncthreads();
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for (Nd4jLong i = tid; i < length; i+= totalThreads) {
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z[shape::getIndexOffset(i, zShapeInfo)] = OpType::op(y[shape::getIndexOffset(i, yShapeInfo)], scalar, params);
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}
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}
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}
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}
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#endif //DEV_TESTS_SCALAR_INPLACE_H
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