MegEngine/dnn/src/common/adaptive_pooling.cpp

/**
 * \file dnn/src/common/adaptive_pooling.cpp
 * MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
 *
 * Copyright (c) 2014-2020 Megvii Inc. All rights reserved.
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or
 * implied.
 */
#include "megdnn/opr_param_defs.h"
#include "megdnn/oprs.h"

#include "src/common/utils.h"
namespace megdnn {

param::Pooling AdaptivePoolingBase::deduce_pooling_param(
        const TensorLayout& src, const TensorLayout& dst) {
    megdnn_assert(param().format == param::AdaptivePooling::Format::NCHW);
    size_t IH = src.shape[2], IW = src.shape[3], OH = dst.shape[2],
           OW = dst.shape[3];

    param::Pooling ret;
    ret.mode = param().mode;
    ret.format = param().format;
    ret.pad_h = ret.pad_w = 0;
    ret.stride_h = floor(IH / OH);
    ret.stride_w = floor(IW / OW);
    ret.window_h = IH - (OH - 1) * ret.stride_h;
    ret.window_w = IW - (OW - 1) * ret.stride_w;

    return ret;
}
}  // namespace megdnn

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