#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) { auto param_format = param().format; size_t IH, IW, OH, OW; if (param_format == param::AdaptivePooling::Format::NCHW || param_format == param::AdaptivePooling::Format::NCHW44 || param_format == param::AdaptivePooling::Format::NCHW88) { IH = src.shape[2]; IW = src.shape[3]; OH = dst.shape[2]; OW = dst.shape[3]; } else if (param_format == param::AdaptivePooling::Format::NHWC) { IH = src.shape[1]; IW = src.shape[2]; OH = dst.shape[1]; OW = dst.shape[2]; } else { megdnn_throw( "AdaptivePooling only support NCHW or NHWC or NCHW44 or NCHW88 format"); } 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 // vim: syntax=cpp.doxygen