megenginelite-sys 1.8.2

A safe megenginelite wrapper in Rust
Documentation 
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/**
 * \file dnn/src/common/winograd/winograd_helper.h
 * MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
 *
 * Copyright (c) 2014-2021 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.
 */

#pragma once

#include <vector>
#include "megdnn/dtype.h"
#include "megdnn/oprs.h"

namespace megdnn {
namespace winograd {

using NonlineMode = ::megdnn::ConvBias::Param::NonlineMode;
using BiasMode = ConvBiasForward::BiasMode;
/**
 * \brief Strategy helper, contains some helper function for debug kernel
 * implementation
 *
 * \warning The layout should be NCHW
 */
template <
        typename ctype, typename dst_type, typename input_filter_compute_type,
        typename output_compute_type,
        param::ConvBias::Format layout = param::ConvBias::Format::NCHW,
        param::MatrixMul::Format format = param::MatrixMul::Format::DEFAULT>
class StrategyHelper {
public:
    static void filter(
            const ctype* filter, input_filter_compute_type* filter_transform_buf,
            input_filter_compute_type* transform_mid_buf, size_t OC, size_t IC,
            size_t oc_start, size_t oc_end, size_t m, size_t r,
            const std::vector<float>& interp_points, DType dtype, float rescale = 1.0f);

    static void input(
            const ctype* input, input_filter_compute_type* input_transform_buf,
            input_filter_compute_type* transform_mid_buf, int ih_start, int iw_start,
            size_t IH, size_t IW, size_t IC, size_t ic, size_t unit_idx,
            size_t nr_units_in_tile, size_t m, size_t r,
            const std::vector<float>& interp_points, DType dtype, float rescale = 1.0f);

    static void output(
            const output_compute_type* output_transform_buf,
            const output_compute_type* bias, dst_type* output,
            output_compute_type* transform_mid_buf, BiasMode bmode,
            NonlineMode nonline_mode, size_t oh_start, size_t ow_start, size_t OH,
            size_t OW, size_t OC, size_t oc_start, size_t oc_index, size_t unit_idx,
            size_t nr_units_in_tile, size_t m, size_t r,
            const std::vector<float>& interp_points, DType dtype,
            float input_filter_scale = 1.0f,    // input_scale * filter_scale
            float input_filter_rescale = 1.0f,  // input_rescale * filter_rescale
            float rescale = 1.0f);
};

}  // namespace winograd
}  // namespace megdnn
   // vim: syntax=cpp.doxygen