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/*
* Copyright (c) 2018 Samsung Electronics Co., Ltd. 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.
*/
#ifndef _NNC_CORE_BACKEND_INTERPRETER_DECONV2D_IMPL_
#define _NNC_CORE_BACKEND_INTERPRETER_DECONV2D_IMPL_
#include "mir/Attributes.h"
#include "mir/TensorVariant.h"
namespace mir_interpreter
{
/**
* @brief Transposed convolution (or Deconvolution)
* @param input The Input tensor
* @param op The DeConvolution operation object
*
* This is basically the backward pass for the convolution operation,
* hence all the indexing can be deducted by expressing the input index
* of Conv in terms of it's output index.
*/
void DeConv2D(const mir::TensorVariant &input, const mir::TensorVariant &kernel,
const mir::Deconv2DOpAttributes &attributes, mir::TensorVariant &output);
} // namespace mir_interpreter
#endif //_NNC_CORE_BACKEND_INTERPRETER_DECONV2D_IMPL_
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