ReduceSum.cuh

/* NiuTrans.Tensor - an open-source tensor library
 * Copyright (C) 2017, Natural Language Processing Lab, Northestern University. 
 * All rights reserved.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *   http://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.
 */

/*
* $Created by: XIAO Tong (email: xiaotong@mail.neu.edu.cn) 2018-04-24
*/

#ifndef __REDUCESUM_CUH__
#define __REDUCESUM_CUH__

#include "ReduceSum.h"

namespace nts{ // namespace nts(NiuTrans.Tensor)

#ifdef USE_CUDA

/* 
sum the items along a dimension of the tensor (cuda version).
For a 1-dimensional data array a,
sum = \sum_i ((a_i + shift)^power) if isExp == false
sum = \sum_i exp((a_i + shift)^power) if isExp == true
*/
void _CudaReduceSum(const XTensor * input, XTensor * output, int dim, const XTensor * shift, DTYPE power, bool isExp);

#endif // USE_CUDA

} // namespace nts(NiuTrans.Tensor)

#endif // __REDUCESUM_CUH__