cavis/libnd4j/include/ops/declarable/helpers/cpu/diGamma.cpp

54 lines
1.6 KiB
C++

/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
* Copyright (c) 2019 Konduit K.K.
*
* 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 Yurii Shyrma (iuriish@yahoo.com)
//
#include<ops/declarable/helpers/gammaMathFunc.h>
#include <execution/Threads.h>
namespace nd4j {
namespace ops {
namespace helpers {
//////////////////////////////////////////////////////////////////////////
// calculate digamma function for array elements
template <typename T>
static void diGamma_(const NDArray& x, NDArray& z) {
auto func = PRAGMA_THREADS_FOR {
for (auto i = start; i < stop; i++)
z.p(i, diGammaScalar<T>(x.e<T>(i)));
};
samediff::Threads::parallel_for(func, 0, x.lengthOf());
}
void diGamma(nd4j::LaunchContext* context, const NDArray& x, NDArray& z) {
BUILD_SINGLE_SELECTOR(x.dataType(), diGamma_, (x, z), FLOAT_TYPES);
}
BUILD_SINGLE_TEMPLATE(template void diGamma_, (const NDArray& x, NDArray& z), FLOAT_TYPES);
}
}
}