MegEngine/dnn/src/cuda/warp_perspective/common.h

/**
 * \file dnn/src/cuda/warp_perspective/common.h
 * 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.
 */
#pragma once
#include <cuda_runtime_api.h>
#include "src/common/cv/enums.h"
#include "src/cuda/utils.cuh"
#include "megcore_cdefs.h"

namespace megdnn {
namespace cuda {
namespace warp_perspective {

// all these kernels use bilinear interpolation

template <typename ctype>
void forward_proxy(bool is_nhwc, const ctype* src, const float* mat,
                   const int* mat_idx, ctype* dst, int N_SRC, int N_MAT, int C,
                   int IH, int IW, int OH, int OW, ctype bval, BorderMode bmode,
                   megcore::AsyncErrorInfo* error_info, void* error_tracker,
                   cudaStream_t stream);

template <typename ctype>
void forward_proxy_nchw4(const ctype* src, const float* mat, const int* mat_idx,
                         ctype* dst, int N_SRC, int N_MAT, int C, int IH,
                         int IW, int OH, int OW, ctype bval, BorderMode bmode,
                         megcore::AsyncErrorInfo* error_info,
                         void* error_tracker, cudaStream_t stream);

template <typename src_dtype, typename src_ctype, typename dst_ctype>
void forward_proxy_quint8_dimshuffle_typecvt_nchw4(
        bool is_nhwc, const src_ctype* src, const float* mat,
        const int* mat_idx, dst_ctype* dst, int N_SRC, int N_MAT, int C, int IH,
        int IW, int OH, int OW, src_ctype bval, DTypeParamImpl<src_dtype> param,
        BorderMode bmode, megcore::AsyncErrorInfo* error_info,
        void* error_tracker, cudaStream_t stream);

template <typename src_dtype, typename src_ctype, typename dst_ctype>
void forward_proxy_quint8_dimshuffle_typecvt_nchw(
        bool is_nhwc, const src_ctype* src, const float* mat,
        const int* mat_idx, dst_ctype* dst, int N_SRC, int N_MAT, int C, int IH,
        int IW, int OH, int OW, src_ctype bval, DTypeParamImpl<src_dtype> param,
        BorderMode bmode, megcore::AsyncErrorInfo* error_info,
        void* error_tracker, cudaStream_t stream);

void backward_data_proxy(const float* mat, const int* midx, const float* diff,
                         float* grad, float* workspace, int N, int N_SRC, int C,
                         int IH, int IW, int OH, int OW, float bval,
                         BorderMode bmode, cudaStream_t stream);
size_t get_backward_data_workspace_in_bytes(int N, int C, int IH, int IW,
                                            int OH, int OW, BorderMode bmode);

void backward_mat_proxy(const float* src, const float* mat, const int* midx,
                        const float* diff, float* grad, int N, int C, int IH,
                        int IW, int OH, int OW, float bval, BorderMode bmode,
                        cudaStream_t stream);

}  // namespace warp_perspective
}  // namespace cuda
}  // namespace megdnn

// vim: syntax=cpp.doxygen