cavis/libnd4j/include/ops/declarable/generic/random/normal.cpp

65 lines
2.3 KiB
C++

/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* 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 raver119@gmail.com
//
#include <system/op_boilerplate.h>
#if NOT_EXCLUDED(OP_random_normal)
#include <ops/declarable/headers/random.h>
#include <helpers/RandomLauncher.h>
namespace sd {
namespace ops {
CUSTOM_OP_IMPL(random_normal, 1, 1, true, 2, 0) {
// normal distribution
auto rng = block.randomGenerator();
// FIXME: to be implemented
/*
REQUIRE_TRUE(rng != nullptr, 0, "RNG isn't defined for this Graph instance");
auto x = INPUT_VARIABLE(0);
auto z = OUTPUT_VARIABLE(0);
functions::random::RandomFunction<T>::template execTransform<randomOps::GaussianDistribution<T>>(block.getRNG(), z->getBuffer(), z->getShapeInfo(), z->getBuffer(), z->getShapeInfo(), z->getBuffer(), z->getShapeInfo(), block.getTArguments()->data());
*/
RandomLauncher::fillGaussian(block.launchContext(), rng, OUTPUT_VARIABLE(0), T_ARG(0), T_ARG(1));
return Status::OK();
}
DECLARE_SHAPE_FN(random_normal) {
auto in = INPUT_VARIABLE(0);
auto shape = in->template asVectorT<Nd4jLong>();
auto newShape = ConstantShapeHelper::getInstance()->createShapeInfo(block.dataType(), 'c', shape);
return SHAPELIST(newShape);
}
DECLARE_SYN(randomnormal, random_normal);
DECLARE_TYPES(random_normal) {
getOpDescriptor()
->setAllowedInputTypes(sd::DataType::ANY)
->setAllowedOutputTypes({ALL_FLOATS});
}
}
}
#endif