forked from Qortal/Brooklyn
216 lines
8.5 KiB
C++
216 lines
8.5 KiB
C++
//
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// Copyright © 2017 Arm Ltd. All rights reserved.
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// SPDX-License-Identifier: MIT
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//
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#pragma once
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#include <armnn/Types.hpp>
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#include <armnn/IRuntime.hpp>
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#include <armnn/Deprecated.hpp>
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#include <ISubgraphViewConverter.hpp>
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#include <armnn/backends/IBackendContext.hpp>
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#include <armnn/backends/IMemoryManager.hpp>
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#include <armnn/backends/ITensorHandleFactory.hpp>
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#include <armnn/backends/OptimizationViews.hpp>
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#include <armnn/backends/SubgraphView.hpp>
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#include <armnn/backends/profiling/IBackendProfiling.hpp>
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#include <armnn/backends/profiling/IBackendProfilingContext.hpp>
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#include <vector>
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#include <memory>
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namespace armnn
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{
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class IWorkloadFactory;
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class IMemoryManager;
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class ILayerSupport;
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struct BackendVersion
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{
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uint32_t m_Major;
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uint32_t m_Minor;
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constexpr BackendVersion()
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: m_Major(0)
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, m_Minor(0)
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{}
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constexpr BackendVersion(uint32_t major, uint32_t minor)
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: m_Major(major)
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, m_Minor(minor)
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{}
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bool operator==(const BackendVersion& other) const
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{
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return this == &other ||
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(this->m_Major == other.m_Major &&
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this->m_Minor == other.m_Minor);
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}
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bool operator<=(const BackendVersion& other) const
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{
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return this->m_Major < other.m_Major ||
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(this->m_Major == other.m_Major &&
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this->m_Minor <= other.m_Minor);
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}
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bool operator>=(const BackendVersion& other) const
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{
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return this->m_Major > other.m_Major ||
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(this->m_Major == other.m_Major &&
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this->m_Minor >= other.m_Minor);
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}
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};
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inline std::ostream& operator<<(std::ostream& os, const BackendVersion& backendVersion)
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{
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os << "[" << backendVersion.m_Major << "." << backendVersion.m_Minor << "]";
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return os;
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}
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class IBackendInternal : public IBackend
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{
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protected:
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/// Creation must be done through a specific
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/// backend interface.
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IBackendInternal() = default;
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public:
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/// Allow backends created by the factory function
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/// to be destroyed through IBackendInternal.
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~IBackendInternal() override = default;
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using IWorkloadFactoryPtr = std::unique_ptr<IWorkloadFactory>;
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using IBackendContextPtr = std::unique_ptr<IBackendContext>;
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/// This is the bridge between backend and backend profiling we'll keep it in the backend namespace.
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using IBackendProfilingContextPtr = std::shared_ptr<armnn::profiling::IBackendProfilingContext>;
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using IBackendProfilingPtr = std::unique_ptr<armnn::profiling::IBackendProfiling>;
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using ILayerSupportSharedPtr = std::shared_ptr<ILayerSupport>;
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using IBackendSpecificModelContextPtr = std::shared_ptr<IBackendModelContext>;
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using IMemoryManagerUniquePtr = std::unique_ptr<IMemoryManager>;
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using IMemoryManagerSharedPtr = std::shared_ptr<IMemoryManager>;
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virtual IMemoryManagerUniquePtr CreateMemoryManager() const;
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virtual IWorkloadFactoryPtr CreateWorkloadFactory(
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const IMemoryManagerSharedPtr& memoryManager = nullptr) const = 0;
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virtual IWorkloadFactoryPtr CreateWorkloadFactory(
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class TensorHandleFactoryRegistry& tensorHandleFactoryRegistry) const;
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virtual IWorkloadFactoryPtr CreateWorkloadFactory(
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const IMemoryManagerSharedPtr& memoryManager,
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const ModelOptions& modelOptions) const;
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virtual IWorkloadFactoryPtr CreateWorkloadFactory(
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class TensorHandleFactoryRegistry& tensorHandleFactoryRegistry,
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const ModelOptions& modelOptions) const;
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virtual IWorkloadFactoryPtr CreateWorkloadFactory(
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class TensorHandleFactoryRegistry& tensorHandleFactoryRegistry,
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const ModelOptions& modelOptions,
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MemorySourceFlags inputFlags,
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MemorySourceFlags outputFlags) const;
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/// Create the runtime context of the backend
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///
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/// Implementations may return a default-constructed IBackendContextPtr if
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/// no context is needed at runtime.
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/// Implementations must throw BackendUnavailableException if the backend
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/// cannot be used (for example, necessary accelerator hardware is not present).
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/// The default implementation always returns a default-constructed pointer.
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virtual IBackendContextPtr CreateBackendContext(const IRuntime::CreationOptions&) const;
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virtual IBackendSpecificModelContextPtr CreateBackendSpecificModelContext(const ModelOptions& modelOptions) const;
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/// Create context specifically used for profiling interaction from backends.
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virtual IBackendProfilingContextPtr CreateBackendProfilingContext(const IRuntime::CreationOptions& creationOptions,
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IBackendProfilingPtr& backendProfiling);
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virtual ILayerSupportSharedPtr GetLayerSupport() const = 0;
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virtual ILayerSupportSharedPtr GetLayerSupport(const ModelOptions& modelOptions) const;
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virtual OptimizationViews OptimizeSubgraphView(const SubgraphView& subgraph) const;
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virtual OptimizationViews OptimizeSubgraphView(const SubgraphView& subgraph,
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const ModelOptions& modelOptions) const;
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bool SupportsTensorAllocatorAPI() const;
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ITensorHandleFactory::FactoryId GetBackwardCompatibleFavoriteHandleFactory();
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/// (Optional) Returns a vector of supported TensorHandleFactory ids in preference order.
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virtual std::vector<ITensorHandleFactory::FactoryId> GetHandleFactoryPreferences() const;
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/// (Optional) Register TensorHandleFactories
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/// Either this method or CreateMemoryManager() and
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/// IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented.
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virtual void RegisterTensorHandleFactories(class TensorHandleFactoryRegistry& /*registry*/) {}
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/// (Optional) Register TensorHandleFactories
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/// Either this method or CreateMemoryManager() and
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/// IWorkloadFactory::CreateTensor()/IWorkloadFactory::CreateSubtensor() methods must be implemented.
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virtual void RegisterTensorHandleFactories(class TensorHandleFactoryRegistry& registry,
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MemorySourceFlags inputFlags,
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MemorySourceFlags outputFlags);
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/// Returns the version of the Backend API
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static constexpr BackendVersion GetApiVersion() { return BackendVersion(1, 0); }
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/// Returns a BackendCapability if the backend lists the capability
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/// The BackendCapability must then be inspected to check whether or not that BackendCapability is supported
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/// Otherwise returns an EmptyOptional if the BackendCapability is unlisted
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virtual BackendCapabilities GetCapabilities() const
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{
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return BackendCapabilities("IBackendInternal NullCapabilities");
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};
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/// Returns true if backend support the capability false otherwise
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ARMNN_DEPRECATED_MSG_REMOVAL_DATE("This function has been deprecated in favour of GetCapability", "22.05")
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virtual bool HasCapability(BackendCapability /*capabilityClass*/) const { return false; }
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/// Signals the backend to use a custom memory allocator provided by the user
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///
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/// \param allocator - a pointer to the provided ICustomAllocator to use with this backend
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/// \param errMsg - Optional string variable to return error messages
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/// \return - Returns true if switching to custom allocator was successful
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virtual bool UseCustomMemoryAllocator(std::shared_ptr<ICustomAllocator> allocator,
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armnn::Optional<std::string&> errMsg)
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{
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IgnoreUnused(allocator);
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if (errMsg)
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{
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std::stringstream message;
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message << "The backend " << GetId() << " doesn't support using a custom allocator. This error might"
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" be related with the protected mode if the backend doesn't"
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" fully support it.";
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errMsg.value() = message.str();
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}
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return false;
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}
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/// Returns the default memory allocator for the backend
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///
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/// \return - Returns unique pointer to the Default Allocator of the Backend
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virtual std::unique_ptr<ICustomAllocator> GetDefaultAllocator() const
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{
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throw armnn::Exception("GetDefaultAllocator: Function has not been implemented in backend.");
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}
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/// Returns the number of files cached if backend supports caching
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///
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/// \return - Returns 0 if backend does not support caching otherwise number of files cached
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virtual unsigned int GetNumberOfCacheFiles() const { return 0; }
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};
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using IBackendInternalUniquePtr = std::unique_ptr<IBackendInternal>;
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} // namespace armnn
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