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99 lines
3.5 KiB
C++
99 lines
3.5 KiB
C++
// Copyright © Advanced Micro Devices, Inc., or its affiliates.
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// SPDX-License-Identifier: MIT
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#pragma once
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#include <memory>
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#include <hipblaslt/hipblaslt.h>
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#include <hipdnn_flatbuffers_sdk/data_objects/matmul_attributes_generated.h>
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#include <hipdnn_flatbuffers_sdk/data_objects/pointwise_attributes_generated.h>
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#include <hipdnn_flatbuffers_sdk/data_objects/tensor_attributes_generated.h>
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#include "HipblasltMatmulDesc.hpp"
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#include "HipblasltMatrixLayout.hpp"
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#include "PlanInterface.hpp"
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namespace hipblaslt_plugin
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{
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class MatmulParams
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{
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public:
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MatmulParams(
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const hipdnn_flatbuffers_sdk::data_objects::MatmulAttributes& attributes,
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const std::unordered_map<int64_t,
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const hipdnn_flatbuffers_sdk::data_objects::TensorAttributes*>&
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tensorMap);
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MatmulParams(
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const hipdnn_flatbuffers_sdk::data_objects::MatmulAttributes& attributes,
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const hipdnn_flatbuffers_sdk::data_objects::PointwiseAttributes* biasAttr,
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const hipdnn_flatbuffers_sdk::data_objects::PointwiseAttributes* activAttr,
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const std::unordered_map<int64_t,
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const hipdnn_flatbuffers_sdk::data_objects::TensorAttributes*>&
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tensorMap);
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MatmulParams(const MatmulParams&) = delete;
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MatmulParams& operator=(const MatmulParams&) = delete;
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MatmulParams(MatmulParams&&) = default;
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MatmulParams& operator=(MatmulParams&&) = default;
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const HipblasltMatrixLayout& a() const;
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const HipblasltMatrixLayout& b() const;
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const HipblasltMatrixLayout& c() const;
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const HipblasltMatmulDesc& desc() const;
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const std::optional<int64_t>& biasUid() const;
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private:
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static hipblasOperation_t
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getTrans(const hipdnn_flatbuffers_sdk::flatbuffer_utilities::TensorAttributesWrapper& t);
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static hipblasComputeType_t getComputeDataType(
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const hipdnn_flatbuffers_sdk::flatbuffer_utilities::TensorAttributesWrapper& tA,
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const hipdnn_flatbuffers_sdk::flatbuffer_utilities::TensorAttributesWrapper& tB);
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void setBatchInfo(
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const hipdnn_flatbuffers_sdk::flatbuffer_utilities::TensorAttributesWrapper& tA,
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const hipdnn_flatbuffers_sdk::flatbuffer_utilities::TensorAttributesWrapper& tB,
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const hipdnn_flatbuffers_sdk::flatbuffer_utilities::TensorAttributesWrapper& tC);
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void setEpilogue(const hipdnn_flatbuffers_sdk::data_objects::PointwiseAttributes* activAttr,
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hipDataType biasDataType);
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HipblasltMatmulDesc _matmulDesc;
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HipblasltMatrixLayout _matrixLayoutA;
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HipblasltMatrixLayout _matrixLayoutB;
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HipblasltMatrixLayout _matrixLayoutC;
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std::optional<int64_t> _biasUid;
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};
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class MatmulPlan : public IPlan
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{
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public:
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MatmulPlan(const HipdnnEnginePluginHandle& handle, MatmulParams&& params);
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~MatmulPlan() override = default;
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MatmulPlan(const MatmulPlan&) = delete;
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MatmulPlan& operator=(const MatmulPlan&) = delete;
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MatmulPlan(MatmulPlan&& other) = default;
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MatmulPlan& operator=(MatmulPlan&& other) = default;
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size_t getWorkspaceSize(const HipdnnEnginePluginHandle& handle) const override;
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void execute(const HipdnnEnginePluginHandle& handle,
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const hipdnnPluginDeviceBuffer_t* deviceBuffers,
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uint32_t numDeviceBuffers,
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void* workspace = nullptr) const override;
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private:
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MatmulParams _params;
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hipblasLtMatmulHeuristicResult_t _heuristicResult;
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size_t _workspaceSize = 0;
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static constexpr float ALPHA = 1.f;
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static constexpr float BETA = 0.f;
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};
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} // namespace hipblaslt_plugin
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