cavis/libnd4j/include/ops/declarable/generic/transforms/repeat.cpp

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2019-06-06 14:21:15 +02:00
/*******************************************************************************
* 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 <op_boilerplate.h>
#if NOT_EXCLUDED(OP_repeat)
#include <ops/declarable/CustomOperations.h>
namespace nd4j {
namespace ops {
//////////////////////////////////////////////////////////////////////////
// here iArgs is int vector of repeats at the beginning and last element in iArgs is dimension
CUSTOM_OP_IMPL(repeat, 1, 1, true, 0, -1) {
auto x = INPUT_VARIABLE(0);
auto ret = OUTPUT_VARIABLE(0);
x->repeat(block.getIArguments()->back(), *ret);
return Status::OK();
}
DECLARE_TYPES(repeat) {
getOpDescriptor()
->setAllowedInputTypes(nd4j::DataType::ANY)
->setSameMode(true);
}
DECLARE_SHAPE_FN(repeat) {
auto x = INPUT_VARIABLE(0);
auto argumets = block.getIArguments();
int argsSize = argumets->size();
int dimension = (*argumets)[argsSize-1];
auto repeats = *argumets;
repeats.pop_back();
auto outShape = ShapeUtils::evalRepeatShape(dimension, ArrayUtils::toLongVector(repeats), *x);
return SHAPELIST(ConstantShapeHelper::getInstance()->createShapeInfo(ShapeDescriptor(x->dataType(), x->ordering(), outShape)));
}
}
}
#endif