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174 lines
4.9 KiB
C++
174 lines
4.9 KiB
C++
// Copyright © Advanced Micro Devices, Inc., or its affiliates.
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// SPDX-License-Identifier: MIT
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/**
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* @file GraphAttributes.hpp
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* @brief Graph-level configuration attributes for hipDNN computational graphs
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*
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* This file defines the GraphAttributes class which holds configuration settings
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* that apply to an entire computational graph, such as default data types.
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*/
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#pragma once
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#include <hipdnn_frontend/Types.hpp>
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#include <memory>
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#include <string>
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#include <unordered_map>
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namespace hipdnn_frontend::graph
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{
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/**
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* @class GraphAttributes
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* @brief Configuration settings that apply to an entire computational graph
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*
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* GraphAttributes holds default settings for a graph, including:
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* - **compute_data_type**: The data type used for computations (e.g., FLOAT for accumulation)
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* - **intermediate_data_type**: The data type for intermediate/virtual tensors
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* - **io_data_type**: The data type for input/output tensors
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*
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* These settings are inherited by tensors and operations that don't explicitly
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* specify their own data types.
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*
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* @code{.cpp}
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* Graph graph;
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* graph.set_io_data_type(DataType::HALF)
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* .set_compute_data_type(DataType::FLOAT)
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* .set_intermediate_data_type(DataType::HALF)
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* .set_name("my_graph");
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* @endcode
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*/
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class GraphAttributes
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{
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public:
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/**
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* @brief Get the name of the graph
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* @return The graph name
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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const std::string& get_name() const
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{
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return _name;
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}
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/**
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* @brief Get the compute data type
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* @return The data type used for computations/accumulation
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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DataType get_compute_data_type() const
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{
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return _computeType;
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}
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/**
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* @brief Get the intermediate data type
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* @return The data type for virtual/intermediate tensors
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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DataType get_intermediate_data_type() const
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{
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return _intermediateType;
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}
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/**
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* @brief Get the I/O data type
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* @return The data type for input/output tensors
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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DataType get_io_data_type() const
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{
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return _ioType;
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}
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/**
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* @brief Set the compute data type
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* @param computeType The data type for computations/accumulation
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* @return Reference to this for method chaining
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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GraphAttributes& set_compute_data_type(DataType computeType)
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{
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_computeType = computeType;
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return *this;
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}
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/**
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* @brief Set the intermediate data type
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* @param intermediateType The data type for virtual/intermediate tensors
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* @return Reference to this for method chaining
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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GraphAttributes& set_intermediate_data_type(DataType intermediateType)
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{
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_intermediateType = intermediateType;
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return *this;
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}
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/**
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* @brief Set the I/O data type
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* @param ioType The data type for input/output tensors
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* @return Reference to this for method chaining
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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GraphAttributes& set_io_data_type(DataType ioType)
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{
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_ioType = ioType;
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return *this;
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}
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/**
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* @brief Set the name of the graph
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* @param name The graph name (for debugging and logging)
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* @return Reference to this for method chaining
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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GraphAttributes& set_name(const std::string& name)
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{
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_name = name;
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return *this;
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}
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/**
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* @brief Fill unset properties from another GraphAttributes object
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* @param other The source to copy missing properties from
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* @return Reference to this for method chaining
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*
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* Only properties that are NOT_SET or empty will be copied from other.
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*/
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// NOLINTNEXTLINE(readability-identifier-naming)
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GraphAttributes& fill_missing_properties(const GraphAttributes& other)
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{
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if(_computeType == DataType::NOT_SET)
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{
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_computeType = other._computeType;
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}
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if(_intermediateType == DataType::NOT_SET)
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{
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_intermediateType = other._intermediateType;
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}
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if(_ioType == DataType::NOT_SET)
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{
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_ioType = other._ioType;
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}
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if(_name.empty())
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{
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_name = other._name;
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}
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return *this;
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}
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private:
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std::string _name; ///< Graph name for debugging
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DataType _computeType = DataType::NOT_SET; ///< Compute/accumulation data type
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DataType _intermediateType = DataType::NOT_SET; ///< Intermediate tensor data type
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DataType _ioType = DataType::NOT_SET; ///< Input/output tensor data type
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};
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typedef GraphAttributes Context; ///< @brief Type alias for GraphAttributes
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} // namespace hipdnn_frontend::graph
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