megenginelite-sys 1.8.2

/**
 * \file src/opr/impl/blas.sereg.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.
 */

#include "megbrain/opr/blas.h"
#include "megbrain/opr/param_defs.h"
#include "megbrain/serialization/sereg.h"
#include "megdnn/opr_param_defs.h"
#include "megdnn/oprs/linalg.h"

namespace mgb {
namespace serialization {

template <>
struct OprMaker<opr::SVD, 1> {
    using Param = opr::SVD::Param;
    static cg::OperatorNodeBase* make(
            const Param& param, const cg::VarNodeArray& i, ComputingGraph& graph,
            const OperatorNodeConfig& config) {
        MGB_MARK_USED_VAR(graph);
        return opr::SVD::make(i[0], param, config)[0].node()->owner_opr();
    }
};

template <class MegDNNConv = megdnn::MatrixMul>
struct MakeMatrixMulCaller {
    template <typename Opr>
    static VarNode* make(
            const cg::VarNodeArray& inputs, const typename MegDNNConv::Param& param,
            const megdnn::param::ExecutionPolicy& execution_policy,
            const OperatorNodeConfig& config) {
        if (inputs.size() == 2) {
            return Opr::make(inputs[0], inputs[1], param, execution_policy, config)
                    .node();
        }
        return nullptr;
    }
};

template <class Opr, class Maker, class MegDNNMatrixMul>
struct MatrixMulLoadDumpImpl {
    static void dump(OprDumpContext& ctx, const cg::OperatorNodeBase& opr_) {
        auto&& opr = opr_.cast_final_safe<Opr>();
        ctx.write_param<megdnn::param::MatrixMul>(opr.param());
    }

    static VarNode* make(
            const cg::VarNodeArray& inputs, const megdnn::param::MatrixMul& param,
            const megdnn::param::ExecutionPolicy& execution_policy,
            const OperatorNodeConfig& config) {
        VarNode* ret =
                Maker::template make<Opr>(inputs, param, execution_policy, config);
        mgb_assert(ret);
        return ret;
    }

    static cg::OperatorNodeBase* load(
            OprLoadContext& ctx, const cg::VarNodeArray& inputs,
            const OperatorNodeConfig& config) {
        auto param = ctx.read_param<megdnn::param::MatrixMul>();
        return make(inputs, param, {}, config)->owner_opr();
    }
};

template <>
struct OprLoadDumpImpl<opr::MatrixMul, 2>
        : public MatrixMulLoadDumpImpl<
                  opr::MatrixMul, MakeMatrixMulCaller<megdnn::MatrixMul>,
                  megdnn::MatrixMul> {};
template <>
struct OprLoadDumpImpl<opr::BatchedMatrixMul, 2>
        : public MatrixMulLoadDumpImpl<
                  opr::BatchedMatrixMul, MakeMatrixMulCaller<megdnn::BatchedMatrixMul>,
                  megdnn::BatchedMatrixMul> {};

template <typename Opr>
cg::OperatorNodeBase* opr_shallow_copy_matmul(
        const serialization::OprShallowCopyContext& ctx,
        const cg::OperatorNodeBase& opr_, const VarNodeArray& inputs,
        const OperatorNodeConfig& config) {
    MGB_MARK_USED_VAR(ctx);
    auto&& opr = opr_.cast_final_safe<Opr>();
    return OprLoadDumpImpl<Opr, 2>::make(
                   inputs, opr.param(), opr.execution_policy_transient(), config)
            ->owner_opr();
}

}  // namespace serialization

namespace opr {

using MatrixMulV2 = MatrixMul;
using BatchedMatrixMulV2 = BatchedMatrixMul;
MGB_SEREG_OPR_AND_REG_SHALLOW_COPY(MatrixMulV2, 2, opr_shallow_copy_matmul);
MGB_SEREG_OPR_AND_REG_SHALLOW_COPY(BatchedMatrixMulV2, 2, opr_shallow_copy_matmul);
MGB_SEREG_OPR(Dot, 2);
MGB_SEREG_OPR(MatrixInverse, 1);
MGB_SEREG_OPR(SVD, 1);

}  // namespace opr

}  // namespace mgb

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