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407 lines
20 KiB
407 lines
20 KiB
4 months ago
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/*
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* Copyright (C) 2017 The Android Open Source Project
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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// This file contains pre-canonical-types utility code and includes HAL
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// utilities. LegacyUtils.h is the subset of these utilities that do not touch
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// HAL.
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#ifndef ANDROID_FRAMEWORKS_ML_NN_COMMON_LEGACY_HAL_UTILS_H
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#define ANDROID_FRAMEWORKS_ML_NN_COMMON_LEGACY_HAL_UTILS_H
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#include <android-base/logging.h>
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#include <nnapi/TypeUtils.h>
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#include <nnapi/Types.h>
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#include <set>
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#include <string>
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#include <tuple>
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#include <utility>
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#include <vector>
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#include "HalInterfaces.h"
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#include "LegacyUtils.h"
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#include "NeuralNetworks.h"
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#include "ValidateHal.h"
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namespace android {
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namespace nn {
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using LegacyClock = std::chrono::steady_clock;
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using LegacyDuration = std::chrono::duration<uint64_t, std::nano>;
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using LegacyOptionalDuration = std::optional<LegacyDuration>;
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using LegacyTimePoint = std::chrono::time_point<std::chrono::steady_clock, LegacyDuration>;
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using LegacyOptionalTimePoint = std::optional<LegacyTimePoint>;
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// Make an optional deadline from an V1_3::OptionalTimePoint.
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LegacyOptionalTimePoint makeDeadline(const V1_3::OptionalTimePoint& timePoint);
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// Make an optional deadline from an V1_3::OptionalDuration.
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LegacyOptionalTimePoint makeDeadline(const V1_3::OptionalTimeoutDuration& optionalDuration);
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// Returns true if the deadline has passed. Returns false if either the deadline
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// has not been exceeded or if the deadline is not present.
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bool hasDeadlinePassed(const LegacyOptionalTimePoint& deadline);
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// Ensure that every user of FalseyErrorStream is linked to the
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// correct instance, using the correct LOG_TAG
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namespace {
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template <HalVersion version>
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struct VersionedType {};
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template <>
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struct VersionedType<HalVersion::V1_2> {
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using OperandPerformance = V1_2::Capabilities::OperandPerformance;
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using OperandType = V1_2::OperandType;
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};
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template <>
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struct VersionedType<HalVersion::V1_3> {
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using OperandPerformance = V1_3::Capabilities::OperandPerformance;
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using OperandType = V1_3::OperandType;
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};
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template <HalVersion version>
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using VersionedOperandPerformance = typename VersionedType<version>::OperandPerformance;
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template <HalVersion version>
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using VersionedOperandType = typename VersionedType<version>::OperandType;
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} // namespace
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// Return a vector with one entry for each non-extension OperandType except
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// SUBGRAPH, set to the specified PerformanceInfo value. The vector will be
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// sorted by OperandType.
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//
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// Control flow (OperandType::SUBGRAPH) operation performance is specified
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// separately using Capabilities::ifPerformance and
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// Capabilities::whilePerformance.
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template <HalVersion version>
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hardware::hidl_vec<VersionedOperandPerformance<version>> nonExtensionOperandPerformance(
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V1_0::PerformanceInfo perf);
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// Update the vector entry corresponding to the specified OperandType with the
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// specified PerformanceInfo value. The vector must already have an entry for
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// that OperandType, and must be sorted by OperandType.
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void update(hardware::hidl_vec<V1_2::Capabilities::OperandPerformance>* operandPerformance,
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V1_2::OperandType type, V1_0::PerformanceInfo perf);
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void update(hardware::hidl_vec<V1_3::Capabilities::OperandPerformance>* operandPerformance,
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V1_3::OperandType type, V1_0::PerformanceInfo perf);
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// Look for a vector entry corresponding to the specified OperandType. If
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// found, return the associated PerformanceInfo. If not, return a pessimistic
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// PerformanceInfo (FLT_MAX). The vector must be sorted by OperandType.
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V1_0::PerformanceInfo lookup(
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const hardware::hidl_vec<V1_2::Capabilities::OperandPerformance>& operandPerformance,
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V1_2::OperandType type);
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V1_0::PerformanceInfo lookup(
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const hardware::hidl_vec<V1_3::Capabilities::OperandPerformance>& operandPerformance,
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V1_3::OperandType type);
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// Returns true if an operand type is an extension type.
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bool isExtensionOperandType(V1_3::OperandType type);
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// Returns true if an operation type is an extension type.
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bool isExtensionOperationType(V1_3::OperationType type);
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// Returns the amount of space needed to store a value of the specified
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// dimensions and type. For a tensor with unspecified rank or at least one
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// unspecified dimension, returns zero.
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//
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// Aborts if the specified type is an extension type.
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// Aborts if the size would overflow the return type.
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//
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// See also TypeManager::getSizeOfData(OperandType, const std::vector<uint32_t>&).
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uint32_t nonExtensionOperandSizeOfData(V1_3::OperandType type,
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const std::vector<uint32_t>& dimensions);
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// Returns the amount of space needed to store a value of the dimensions and
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// type of this operand. For a tensor with unspecified rank or at least one
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// unspecified dimension, returns zero.
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//
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// Aborts if the specified type is an extension type.
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// Aborts if the size would overflow the return type.
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//
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// See also TypeManager::getSizeOfData(const Operand&).
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inline uint32_t nonExtensionOperandSizeOfData(const V1_3::Operand& operand) {
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return nonExtensionOperandSizeOfData(operand.type, operand.dimensions);
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}
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// Returns true if the amount of space needed to store a value of the specified
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// dimensions and element size overflows the uint32_t type.
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//
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// Aborts if the specified type is an extension type.
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//
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// See also TypeManager::sizeOfDataOverflowsUInt32(OperandType, const std::vector<uint32_t>&).
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bool nonExtensionOperandSizeOfDataOverflowsUInt32(V1_3::OperandType type,
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const std::vector<uint32_t>& dimensions);
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// Returns the name of the operation type in ASCII.
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std::string getOperationName(V1_3::OperationType opCode);
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// Returns the name of the operand type in ASCII.
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std::string getOperandTypeName(V1_3::OperandType type);
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// Whether an operand of tensor type has unspecified dimensions.
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//
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// Undefined behavior if the operand type is a scalar type.
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bool tensorHasUnspecifiedDimensions(V1_3::OperandType type,
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const std::vector<uint32_t>& dimensions);
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bool tensorHasUnspecifiedDimensions(const V1_3::Operand& operand);
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// Does a detailed LOG(INFO) of the model
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void logModelToInfo(const V1_0::Model& model);
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void logModelToInfo(const V1_1::Model& model);
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void logModelToInfo(const V1_2::Model& model);
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void logModelToInfo(const V1_3::Model& model);
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bool validateOperandSymmPerChannelQuantParams(
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const V1_3::Operand& halOperand,
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const ANeuralNetworksSymmPerChannelQuantParams& channelQuant, const char* tag);
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// Convert ANEURALNETWORKS_* result code to ErrorStatus.
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// Not guaranteed to be a 1-to-1 mapping.
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V1_3::ErrorStatus convertResultCodeToHalErrorStatus(int resultCode);
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// Convert ErrorStatus to ANEURALNETWORKS_* result code.
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// Not guaranteed to be a 1-to-1 mapping.
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int convertErrorStatusToResultCode(V1_3::ErrorStatus status);
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// Convert execution results to runtime format. Additionally checks that the
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// returned results abide by the HAL specification, and logs an error if the
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// result violates the specification.
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std::tuple<int, std::vector<OutputShape>, Timing> getExecutionResult(
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V1_3::ErrorStatus status, const hardware::hidl_vec<V1_2::OutputShape>& outputShapes,
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const V1_2::Timing& timing);
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// Forward declaration for type defined in CpuExecutor.h.
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class RunTimePoolInfo;
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bool setRunTimePoolInfosFromHidlMemories(std::vector<RunTimePoolInfo>* poolInfos,
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const hardware::hidl_vec<hardware::hidl_memory>& pools);
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// Versioning
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bool compliantWithV1_0(const V1_0::Capabilities& capabilities);
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bool compliantWithV1_0(const V1_1::Capabilities& capabilities);
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bool compliantWithV1_0(const V1_2::Capabilities& capabilities);
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bool compliantWithV1_0(const V1_3::Capabilities& capabilities);
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bool compliantWithV1_1(const V1_0::Capabilities& capabilities);
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bool compliantWithV1_1(const V1_1::Capabilities& capabilities);
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bool compliantWithV1_1(const V1_2::Capabilities& capabilities);
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bool compliantWithV1_1(const V1_3::Capabilities& capabilities);
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bool compliantWithV1_2(const V1_0::Capabilities& capabilities);
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bool compliantWithV1_2(const V1_1::Capabilities& capabilities);
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bool compliantWithV1_2(const V1_2::Capabilities& capabilities);
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bool compliantWithV1_2(const V1_3::Capabilities& capabilities);
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bool compliantWithV1_3(const V1_0::Capabilities& capabilities);
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bool compliantWithV1_3(const V1_1::Capabilities& capabilities);
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bool compliantWithV1_3(const V1_2::Capabilities& capabilities);
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bool compliantWithV1_3(const V1_3::Capabilities& capabilities);
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// If noncompliantOperations != nullptr, then
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// precondition: noncompliantOperations->empty()
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// postcondition: *noncompliantOperations consists of the indices of the noncompliant
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// operations; if the compliance check fails for some reason
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// other than a noncompliant operation,
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// *noncompliantOperations consists of the indices of all operations
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bool compliantWithV1_0(const V1_0::Model& model);
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bool compliantWithV1_0(const V1_1::Model& model);
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bool compliantWithV1_0(const V1_2::Model& model,
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std::set<uint32_t>* noncompliantOperations = nullptr);
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bool compliantWithV1_0(const V1_3::Model& model,
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std::set<uint32_t>* noncompliantOperations = nullptr);
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bool compliantWithV1_1(const V1_0::Model& model);
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bool compliantWithV1_1(const V1_1::Model& model);
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bool compliantWithV1_1(const V1_2::Model& model,
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std::set<uint32_t>* noncompliantOperations = nullptr);
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bool compliantWithV1_1(const V1_3::Model& model,
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std::set<uint32_t>* noncompliantOperations = nullptr);
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bool compliantWithV1_2(const V1_0::Model& model);
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bool compliantWithV1_2(const V1_1::Model& model);
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bool compliantWithV1_2(const V1_2::Model& model,
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std::set<uint32_t>* noncompliantOperations = nullptr);
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bool compliantWithV1_2(const V1_3::Model& model,
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std::set<uint32_t>* noncompliantOperations = nullptr);
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V1_0::ErrorStatus convertToV1_0(V1_0::ErrorStatus status);
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V1_0::ErrorStatus convertToV1_0(V1_3::ErrorStatus status);
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V1_3::ErrorStatus convertToV1_3(V1_0::ErrorStatus status);
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V1_3::ErrorStatus convertToV1_3(V1_3::ErrorStatus status);
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V1_0::Capabilities convertToV1_0(const V1_0::Capabilities& capabilities);
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V1_0::Capabilities convertToV1_0(const V1_1::Capabilities& capabilities);
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V1_0::Capabilities convertToV1_0(const V1_2::Capabilities& capabilities);
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V1_0::Capabilities convertToV1_0(const V1_3::Capabilities& capabilities);
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V1_1::Capabilities convertToV1_1(const V1_0::Capabilities& capabilities);
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V1_1::Capabilities convertToV1_1(const V1_1::Capabilities& capabilities);
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V1_1::Capabilities convertToV1_1(const V1_2::Capabilities& capabilities);
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V1_1::Capabilities convertToV1_1(const V1_3::Capabilities& capabilities);
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V1_2::Capabilities convertToV1_2(const V1_0::Capabilities& capabilities);
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V1_2::Capabilities convertToV1_2(const V1_1::Capabilities& capabilities);
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V1_2::Capabilities convertToV1_2(const V1_2::Capabilities& capabilities);
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V1_2::Capabilities convertToV1_2(const V1_3::Capabilities& capabilities);
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V1_3::Capabilities convertToV1_3(const V1_0::Capabilities& capabilities);
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V1_3::Capabilities convertToV1_3(const V1_1::Capabilities& capabilities);
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V1_3::Capabilities convertToV1_3(const V1_2::Capabilities& capabilities);
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V1_3::Capabilities convertToV1_3(const V1_3::Capabilities& capabilities);
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V1_0::Model convertToV1_0(const V1_0::Model& model);
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V1_0::Model convertToV1_0(const V1_1::Model& model);
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V1_0::Model convertToV1_0(const V1_2::Model& model);
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V1_0::Model convertToV1_0(const V1_3::Model& model);
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V1_1::Model convertToV1_1(const V1_0::Model& model);
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V1_1::Model convertToV1_1(const V1_1::Model& model);
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V1_1::Model convertToV1_1(const V1_2::Model& model);
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V1_1::Model convertToV1_1(const V1_3::Model& model);
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V1_2::Model convertToV1_2(const V1_0::Model& model);
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V1_2::Model convertToV1_2(const V1_1::Model& model);
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V1_2::Model convertToV1_2(const V1_2::Model& model);
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V1_2::Model convertToV1_2(const V1_3::Model& model);
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V1_3::Model convertToV1_3(const V1_0::Model& model);
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V1_3::Model convertToV1_3(const V1_1::Model& model);
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V1_3::Model convertToV1_3(const V1_2::Model& model);
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V1_3::Model convertToV1_3(const V1_3::Model& model);
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V1_0::OperationType uncheckedConvertToV1_0(V1_3::OperationType type);
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V1_1::OperationType uncheckedConvertToV1_1(V1_3::OperationType type);
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V1_2::OperationType uncheckedConvertToV1_2(V1_3::OperationType type);
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V1_0::Operand convertToV1_0(const V1_2::Operand& operand);
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V1_0::Operand convertToV1_0(const V1_3::Operand& operand);
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V1_2::Operand convertToV1_2(const V1_0::Operand& operand);
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V1_2::Operand convertToV1_2(const V1_3::Operand& operand);
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V1_3::Operand convertToV1_3(const V1_0::Operand& operand);
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V1_3::Operand convertToV1_3(const V1_2::Operand& operand);
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V1_3::Operand convertToV1_3(const V1_3::Operand& operand);
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hardware::hidl_vec<V1_0::Operand> convertToV1_0(const hardware::hidl_vec<V1_0::Operand>& operands);
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hardware::hidl_vec<V1_0::Operand> convertToV1_0(const hardware::hidl_vec<V1_2::Operand>& operands);
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hardware::hidl_vec<V1_0::Operand> convertToV1_0(const hardware::hidl_vec<V1_3::Operand>& operands);
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hardware::hidl_vec<V1_2::Operand> convertToV1_2(const hardware::hidl_vec<V1_0::Operand>& operands);
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hardware::hidl_vec<V1_2::Operand> convertToV1_2(const hardware::hidl_vec<V1_2::Operand>& operands);
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hardware::hidl_vec<V1_2::Operand> convertToV1_2(const hardware::hidl_vec<V1_3::Operand>& operands);
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hardware::hidl_vec<V1_3::Operand> convertToV1_3(const hardware::hidl_vec<V1_0::Operand>& operands);
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hardware::hidl_vec<V1_3::Operand> convertToV1_3(const hardware::hidl_vec<V1_2::Operand>& operands);
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hardware::hidl_vec<V1_3::Operand> convertToV1_3(const hardware::hidl_vec<V1_3::Operand>& operands);
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bool compliantWithV1_0(const V1_0::Request& request);
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bool compliantWithV1_0(const V1_3::Request& request);
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bool compliantWithV1_2(const V1_3::Request& request);
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V1_0::Request convertToV1_0(const V1_0::Request& request);
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V1_0::Request convertToV1_0(const V1_3::Request& request);
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V1_0::Request convertToV1_2(const V1_3::Request& request);
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V1_3::Request convertToV1_3(const V1_0::Request& request);
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V1_3::Request convertToV1_3(const V1_3::Request& request);
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|
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bool compliantWithV1_0(V1_0::OperandLifeTime lifetime);
|
||
|
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bool compliantWithV1_0(V1_3::OperandLifeTime lifetime);
|
||
|
|
bool compliantWithV1_3(V1_0::OperandLifeTime lifetime);
|
||
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|
bool compliantWithV1_3(V1_3::OperandLifeTime lifetime);
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V1_0::OperandLifeTime convertToV1_0(V1_0::OperandLifeTime lifetime);
|
||
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V1_0::OperandLifeTime convertToV1_0(V1_3::OperandLifeTime lifetime);
|
||
|
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V1_3::OperandLifeTime convertToV1_3(V1_0::OperandLifeTime lifetime);
|
||
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V1_3::OperandLifeTime convertToV1_3(V1_3::OperandLifeTime lifetime);
|
||
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|
||
|
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constexpr V1_3::Priority convertToHalPriority(int32_t priority) {
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||
|
|
switch (priority) {
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||
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case ANEURALNETWORKS_PRIORITY_LOW:
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||
|
|
return V1_3::Priority::LOW;
|
||
|
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case ANEURALNETWORKS_PRIORITY_MEDIUM:
|
||
|
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return V1_3::Priority::MEDIUM;
|
||
|
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case ANEURALNETWORKS_PRIORITY_HIGH:
|
||
|
|
return V1_3::Priority::HIGH;
|
||
|
|
}
|
||
|
|
LOG(FATAL) << "unrecognized priority: " << priority;
|
||
|
|
return {};
|
||
|
|
}
|
||
|
|
|
||
|
|
// DEPRECATED. Use checked conversions from nnapi/hal/1.X/Conversions.h.
|
||
|
|
Capabilities::OperandPerformance uncheckedConvert(
|
||
|
|
const V1_3::Capabilities::OperandPerformance& operandPerformance);
|
||
|
|
Capabilities::PerformanceInfo uncheckedConvert(const V1_0::PerformanceInfo& performanceInfo);
|
||
|
|
Capabilities uncheckedConvert(const V1_3::Capabilities& capabilities);
|
||
|
|
DataLocation uncheckedConvert(const V1_0::DataLocation& location);
|
||
|
|
ErrorStatus uncheckedConvert(V1_0::ErrorStatus status);
|
||
|
|
ErrorStatus uncheckedConvert(V1_3::ErrorStatus status);
|
||
|
|
Extension::OperandTypeInformation uncheckedConvert(const V1_2::Extension::OperandTypeInformation&);
|
||
|
|
Extension uncheckedConvert(const V1_2::Extension& extension);
|
||
|
|
hardware::hidl_vec<uint8_t> uncheckedConvert(const Operand::ExtensionParams& params);
|
||
|
|
MeasureTiming uncheckedConvert(V1_2::MeasureTiming measure);
|
||
|
|
SharedMemory uncheckedConvert(const hardware::hidl_memory& memory);
|
||
|
|
Model::ExtensionNameAndPrefix uncheckedConvert(const V1_2::Model::ExtensionNameAndPrefix&);
|
||
|
|
Model::Subgraph uncheckedConvert(const V1_3::Subgraph& subgraph);
|
||
|
|
Model uncheckedConvert(const V1_3::Model& model);
|
||
|
|
Operand::ExtensionParams uncheckedConvert(const hardware::hidl_vec<uint8_t>& params);
|
||
|
|
Operand::ExtraParams uncheckedConvert(const V1_2::Operand::ExtraParams& params);
|
||
|
|
Operand::LifeTime uncheckedConvert(V1_3::OperandLifeTime lifetime);
|
||
|
|
Operand::SymmPerChannelQuantParams uncheckedConvert(const V1_2::SymmPerChannelQuantParams& params);
|
||
|
|
OperandType uncheckedConvert(V1_3::OperandType operandType);
|
||
|
|
Operand uncheckedConvert(const V1_3::Operand& operand);
|
||
|
|
OperationType uncheckedConvert(V1_3::OperationType operationType);
|
||
|
|
Operation uncheckedConvert(const V1_3::Operation& operation);
|
||
|
|
OptionalDuration uncheckedConvert(const V1_3::OptionalTimeoutDuration& timeoutDuration);
|
||
|
|
OutputShape uncheckedConvert(const V1_2::OutputShape& outputShape);
|
||
|
|
Request::Argument uncheckedConvert(const V1_0::RequestArgument& requestArgument);
|
||
|
|
Request::MemoryPool uncheckedConvert(const V1_3::Request::MemoryPool& memoryPool);
|
||
|
|
Request uncheckedConvert(const V1_3::Request& request);
|
||
|
|
std::vector<Extension> uncheckedConvert(const hardware::hidl_vec<V1_2::Extension>& extensions);
|
||
|
|
std::vector<SharedMemory> uncheckedConvert(
|
||
|
|
const hardware::hidl_vec<hardware::hidl_memory>& memories);
|
||
|
|
std::vector<Model::Subgraph> uncheckedConvert(const hardware::hidl_vec<V1_3::Subgraph>& subgraphs);
|
||
|
|
std::vector<Operand> uncheckedConvert(const hardware::hidl_vec<V1_3::Operand>& operands);
|
||
|
|
std::vector<OutputShape> uncheckedConvert(
|
||
|
|
const hardware::hidl_vec<V1_2::OutputShape>& outputShapes);
|
||
|
|
std::vector<Request::MemoryPool> uncheckedConvert(
|
||
|
|
const hardware::hidl_vec<V1_3::Request::MemoryPool>& memoryPools);
|
||
|
|
Timing uncheckedConvert(const V1_2::Timing& timing);
|
||
|
|
|
||
|
|
// DEPRECATED. Use conversions from nnapi/hal/1.X/Conversions.h.
|
||
|
|
hardware::hidl_memory convertToV1_0(const SharedMemory& memory);
|
||
|
|
hardware::hidl_vec<hardware::hidl_memory> convertToV1_0(const std::vector<SharedMemory>& memories);
|
||
|
|
hardware::hidl_vec<uint8_t> convertToV1_0(const Model::OperandValues& operandValues);
|
||
|
|
hardware::hidl_vec<V1_2::OutputShape> convertToV1_2(const std::vector<OutputShape>& outputShapes);
|
||
|
|
hardware::hidl_vec<V1_3::BufferRole> convertToV1_3(const std::vector<BufferRole>& bufferRoles);
|
||
|
|
V1_0::DataLocation convertToV1_0(const DataLocation& location);
|
||
|
|
V1_0::ErrorStatus convertToV1_0(ErrorStatus status);
|
||
|
|
V1_0::RequestArgument convertToV1_0(const Request::Argument& requestArgument);
|
||
|
|
V1_1::ExecutionPreference convertToV1_1(ExecutionPreference preference);
|
||
|
|
V1_2::MeasureTiming convertToV1_2(MeasureTiming measure);
|
||
|
|
V1_2::Model::ExtensionNameAndPrefix convertToV1_2(const Model::ExtensionNameAndPrefix&);
|
||
|
|
V1_2::Operand::ExtraParams convertToV1_2(const Operand::ExtraParams& params);
|
||
|
|
V1_2::OutputShape convertToV1_2(const OutputShape& outputShape);
|
||
|
|
V1_2::SymmPerChannelQuantParams convertToV1_2(const Operand::SymmPerChannelQuantParams& params);
|
||
|
|
V1_2::Timing convertToV1_2(const Timing& timing);
|
||
|
|
V1_3::BufferRole convertToV1_3(const BufferRole& bufferRole);
|
||
|
|
V1_3::ErrorStatus convertToV1_3(ErrorStatus status);
|
||
|
|
V1_3::Model convertToV1_3(const Model& model);
|
||
|
|
V1_3::Operand convertToV1_3(const Operand& operand);
|
||
|
|
V1_3::OperandLifeTime convertToV1_3(Operand::LifeTime lifetime);
|
||
|
|
V1_3::OperandType convertToV1_3(OperandType operandType);
|
||
|
|
V1_3::Operation convertToV1_3(const Operation& operation);
|
||
|
|
V1_3::OperationType convertToV1_3(OperationType operationType);
|
||
|
|
V1_3::OptionalTimeoutDuration convertToV1_3(const OptionalDuration& timeoutDuration);
|
||
|
|
V1_3::OptionalTimePoint convertToV1_3(const OptionalTimePoint& timePoint);
|
||
|
|
V1_3::Priority convertToV1_3(Priority priority);
|
||
|
|
V1_3::Request convertToV1_3(const Request& request);
|
||
|
|
V1_3::Request::MemoryPool convertToV1_3(const Request::MemoryPool& memoryPool);
|
||
|
|
V1_3::Subgraph convertToV1_3(const Model::Subgraph& model);
|
||
|
|
|
||
|
|
} // namespace nn
|
||
|
|
} // namespace android
|
||
|
|
|
||
|
|
#endif // ANDROID_FRAMEWORKS_ML_NN_COMMON_LEGACY_HAL_UTILS_H
|