MegEngine/src/opr/impl/dnn/local.cpp

/**
 * \file src/opr/impl/dnn/local.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 "megbrain/opr/dnn/local.h"
#include "megbrain/graph/grad_impl.h"
#include "./helper.h"

#include "../internal/megdnn_opr_wrapper.inl"

using namespace mgb;
using namespace opr;

MGB_DYN_TYPE_OBJ_FINAL_IMPL(LocalForward);
MEGDNN_OPR_INIT2(LocalForward, "local")

#ifdef MGB_ENABLE_GRAD
MGB_IMPL_OPR_GRAD(LocalForward) {
    return intl::conv_grad<LocalBackwardData, LocalBackwardFilter>(
            opr, wrt_idx, out_grad);
}
#endif

MGB_DYN_TYPE_OBJ_FINAL_IMPL(LocalBackwardData);
MEGDNN_OPR_INIT3(LocalBackwardData, "local_bwd_data", 2, false);

MGB_DYN_TYPE_OBJ_FINAL_IMPL(LocalBackwardFilter);
MEGDNN_OPR_INIT3(LocalBackwardFilter, "local_bwd_filter", 2, false);


MGB_DYN_TYPE_OBJ_FINAL_IMPL(GroupLocalForward);
MEGDNN_OPR_INIT2(GroupLocalForward, "glocal")

#ifdef MGB_ENABLE_GRAD
MGB_IMPL_OPR_GRAD(GroupLocalForward) {
    return intl::conv_grad<GroupLocalBackwardData, GroupLocalBackwardFilter>(
            opr, wrt_idx, out_grad);
}
#endif

MGB_DYN_TYPE_OBJ_FINAL_IMPL(GroupLocalBackwardData);
MEGDNN_OPR_INIT3(GroupLocalBackwardData, "glocal_bwd_data", 2, false);

MGB_DYN_TYPE_OBJ_FINAL_IMPL(GroupLocalBackwardFilter);
MEGDNN_OPR_INIT3(GroupLocalBackwardFilter, "glocal_bwd_filter", 2, false);


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