MegEngine/dnn/src/cuda/remap/backward_data.cpp

/**
 * \file dnn/src/cuda/remap/backward_data.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 "src/cuda/remap/common.h"
#include "src/cuda/remap/opr_impl.h"
#include "src/cuda/utils.h"

using namespace megdnn;
using namespace cuda;

void RemapBackwardDataImpl::exec(_megdnn_tensor_in map_xy,
                                 _megdnn_tensor_in diff,
                                 _megdnn_tensor_out grad,
                                 _megdnn_workspace workspace) {
    check_exec(map_xy.layout, diff.layout, grad.layout, workspace.size);
    megdnn_assert(param().imode == param::Remap::InterpolationMode::LINEAR,
                  "only support LINEAR interpolationMode");
    megdnn_assert(param().format == param::Remap::Format::NCHW,
                  "only support NCHW format for remap backward");
    auto stream = cuda_stream(this->handle());
    int N, C, IH, IW, OH, OW;
    N = grad.layout.shape[0];
    C = grad.layout.shape[1];
    IH = grad.layout.shape[2];
    IW = grad.layout.shape[3];
    OH = map_xy.layout.shape[1];
    OW = map_xy.layout.shape[2];

#define cb(dt, _format, bmode)                                                \
    if (param().format == param::Remap::Format::_format &&                    \
        param().border_type == param::Remap::BorderMode::bmode) {             \
        using ctype = DTypeTrait<dt>::ctype;                                  \
        remap::backwarddata_proxy<ctype, param_enumv::Remap::Format::_format, \
                                  ::BorderMode::BORDER_##bmode>(              \
                grad.compatible_ptr<ctype>(),                                 \
                map_xy.compatible_ptr<dt_float32>(),                          \
                diff.compatible_ptr<ctype>(), N, C, IH, IW, OH, OW, stream);  \
        break;                                                                \
    }

#define support_dtype(dt)                                      \
    case DTypeTrait<dt>::enumv: {                              \
        cb(dt, NCHW, CONSTANT);                                \
        cb(dt, NCHW, REPLICATE);                               \
        cb(dt, NCHW, REFLECT);                                 \
        cb(dt, NCHW, REFLECT_101);                             \
        cb(dt, NCHW, WRAP);                                    \
        megdnn_throw("unsupported border type in remap cuda"); \
    }

    switch (grad.layout.dtype.enumv()) {
        support_dtype(dtype::Float32);
        support_dtype(dtype::BFloat16);
        default:
            megdnn_throw("unsupported dtype in remap backward cuda\n");
    }

#undef support_dtype
#undef cb
}

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