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ort_session.mm
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ort_session.mm
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// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
#import "ort_session_internal.h"
#include <optional>
#include <vector>
#import "cxx_api.h"
#import "error_utils.h"
#import "ort_enums_internal.h"
#import "ort_env_internal.h"
#import "ort_value_internal.h"
namespace {
enum class NamedValueType {
Input,
OverridableInitializer,
Output,
};
} // namespace
NS_ASSUME_NONNULL_BEGIN
@implementation ORTSession {
ORTEnv* _env; // keep a strong reference so the ORTEnv doesn't get destroyed before this does
std::optional<Ort::Session> _session;
}
#pragma mark - Public
- (nullable instancetype)initWithEnv:(ORTEnv*)env
modelPath:(NSString*)path
sessionOptions:(nullable ORTSessionOptions*)sessionOptions
error:(NSError**)error {
if ((self = [super init]) == nil) {
return nil;
}
try {
if (!sessionOptions) {
sessionOptions = [[ORTSessionOptions alloc] initWithError:error];
if (!sessionOptions) {
return nil;
}
}
_env = env;
_session = Ort::Session{[env CXXAPIOrtEnv],
path.UTF8String,
[sessionOptions CXXAPIOrtSessionOptions]};
return self;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (BOOL)runWithInputs:(NSDictionary<NSString*, ORTValue*>*)inputs
outputs:(NSDictionary<NSString*, ORTValue*>*)outputs
runOptions:(nullable ORTRunOptions*)runOptions
error:(NSError**)error {
try {
if (!runOptions) {
runOptions = [[ORTRunOptions alloc] initWithError:error];
if (!runOptions) {
return NO;
}
}
std::vector<const char*> inputNames, outputNames;
std::vector<const OrtValue*> inputCAPIValues;
std::vector<OrtValue*> outputCAPIValues;
inputNames.reserve(inputs.count);
inputCAPIValues.reserve(inputs.count);
for (NSString* inputName in inputs) {
inputNames.push_back(inputName.UTF8String);
inputCAPIValues.push_back(static_cast<const OrtValue*>([inputs[inputName] CXXAPIOrtValue]));
}
outputNames.reserve(outputs.count);
outputCAPIValues.reserve(outputs.count);
for (NSString* outputName in outputs) {
outputNames.push_back(outputName.UTF8String);
outputCAPIValues.push_back(static_cast<OrtValue*>([outputs[outputName] CXXAPIOrtValue]));
}
Ort::ThrowOnError(Ort::GetApi().Run(*_session, [runOptions CXXAPIOrtRunOptions],
inputNames.data(), inputCAPIValues.data(), inputNames.size(),
outputNames.data(), outputNames.size(), outputCAPIValues.data()));
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (nullable NSDictionary<NSString*, ORTValue*>*)runWithInputs:(NSDictionary<NSString*, ORTValue*>*)inputs
outputNames:(NSSet<NSString*>*)outputNameSet
runOptions:(nullable ORTRunOptions*)runOptions
error:(NSError**)error {
try {
if (!runOptions) {
runOptions = [[ORTRunOptions alloc] initWithError:error];
if (!runOptions) {
return nil;
}
}
NSArray<NSString*>* outputNameArray = outputNameSet.allObjects;
std::vector<const char*> inputNames, outputNames;
std::vector<const OrtValue*> inputCAPIValues;
std::vector<OrtValue*> outputCAPIValues;
inputNames.reserve(inputs.count);
inputCAPIValues.reserve(inputs.count);
for (NSString* inputName in inputs) {
inputNames.push_back(inputName.UTF8String);
inputCAPIValues.push_back(static_cast<const OrtValue*>([inputs[inputName] CXXAPIOrtValue]));
}
outputNames.reserve(outputNameArray.count);
outputCAPIValues.reserve(outputNameArray.count);
for (NSString* outputName in outputNameArray) {
outputNames.push_back(outputName.UTF8String);
outputCAPIValues.push_back(nullptr);
}
Ort::ThrowOnError(Ort::GetApi().Run(*_session, [runOptions CXXAPIOrtRunOptions],
inputNames.data(), inputCAPIValues.data(), inputNames.size(),
outputNames.data(), outputNames.size(), outputCAPIValues.data()));
NSMutableDictionary<NSString*, ORTValue*>* outputs = [[NSMutableDictionary alloc] init];
for (NSUInteger i = 0; i < outputNameArray.count; ++i) {
// Wrap the C OrtValue in a C++ Ort::Value to automatically handle its release.
// Then, transfer that C++ Ort::Value to a new ORTValue.
Ort::Value outputCXXAPIValue{outputCAPIValues[i]};
ORTValue* outputValue = [[ORTValue alloc] initWithCXXAPIOrtValue:std::move(outputCXXAPIValue)
externalTensorData:nil
error:error];
if (!outputValue) {
// clean up remaining C OrtValues which haven't been wrapped by a C++ Ort::Value yet
for (NSUInteger j = i + 1; j < outputNameArray.count; ++j) {
Ort::GetApi().ReleaseValue(outputCAPIValues[j]);
}
return nil;
}
outputs[outputNameArray[i]] = outputValue;
}
return outputs;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (nullable NSArray<NSString*>*)inputNamesWithError:(NSError**)error {
return [self namesWithType:NamedValueType::Input error:error];
}
- (nullable NSArray<NSString*>*)overridableInitializerNamesWithError:(NSError**)error {
return [self namesWithType:NamedValueType::OverridableInitializer error:error];
}
- (nullable NSArray<NSString*>*)outputNamesWithError:(NSError**)error {
return [self namesWithType:NamedValueType::Output error:error];
}
#pragma mark - Private
- (nullable NSArray<NSString*>*)namesWithType:(NamedValueType)namedValueType
error:(NSError**)error {
try {
auto getCount = [&session = *_session, namedValueType]() {
if (namedValueType == NamedValueType::Input) {
return session.GetInputCount();
} else if (namedValueType == NamedValueType::OverridableInitializer) {
return session.GetOverridableInitializerCount();
} else {
return session.GetOutputCount();
}
};
auto getName = [&session = *_session, namedValueType](size_t i, OrtAllocator* allocator) {
if (namedValueType == NamedValueType::Input) {
return session.GetInputNameAllocated(i, allocator);
} else if (namedValueType == NamedValueType::OverridableInitializer) {
return session.GetOverridableInitializerNameAllocated(i, allocator);
} else {
return session.GetOutputNameAllocated(i, allocator);
}
};
const size_t nameCount = getCount();
Ort::AllocatorWithDefaultOptions allocator;
NSMutableArray<NSString*>* result = [NSMutableArray arrayWithCapacity:nameCount];
for (size_t i = 0; i < nameCount; ++i) {
auto name = getName(i, allocator);
NSString* nameNsstr = [NSString stringWithUTF8String:name.get()];
NSAssert(nameNsstr != nil, @"nameNsstr must not be nil");
[result addObject:nameNsstr];
}
return result;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
@end
@implementation ORTSessionOptions {
std::optional<Ort::SessionOptions> _sessionOptions;
}
#pragma mark - Public
- (nullable instancetype)initWithError:(NSError**)error {
if ((self = [super init]) == nil) {
return nil;
}
try {
_sessionOptions = Ort::SessionOptions{};
return self;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (BOOL)appendExecutionProvider:(NSString*)providerName
providerOptions:(NSDictionary<NSString*, NSString*>*)providerOptions
error:(NSError**)error {
try {
std::unordered_map<std::string, std::string> options;
NSArray* keys = [providerOptions allKeys];
for (NSString* key in keys) {
NSString* value = [providerOptions objectForKey:key];
options.emplace(key.UTF8String, value.UTF8String);
}
_sessionOptions->AppendExecutionProvider(providerName.UTF8String, options);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error);
}
- (BOOL)setIntraOpNumThreads:(int)intraOpNumThreads
error:(NSError**)error {
try {
_sessionOptions->SetIntraOpNumThreads(intraOpNumThreads);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)setGraphOptimizationLevel:(ORTGraphOptimizationLevel)graphOptimizationLevel
error:(NSError**)error {
try {
_sessionOptions->SetGraphOptimizationLevel(
PublicToCAPIGraphOptimizationLevel(graphOptimizationLevel));
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)setOptimizedModelFilePath:(NSString*)optimizedModelFilePath
error:(NSError**)error {
try {
_sessionOptions->SetOptimizedModelFilePath(optimizedModelFilePath.UTF8String);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)setLogID:(NSString*)logID
error:(NSError**)error {
try {
_sessionOptions->SetLogId(logID.UTF8String);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)setLogSeverityLevel:(ORTLoggingLevel)loggingLevel
error:(NSError**)error {
try {
_sessionOptions->SetLogSeverityLevel(PublicToCAPILoggingLevel(loggingLevel));
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)addConfigEntryWithKey:(NSString*)key
value:(NSString*)value
error:(NSError**)error {
try {
_sessionOptions->AddConfigEntry(key.UTF8String, value.UTF8String);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)registerCustomOpsUsingFunction:(NSString*)registrationFuncName
error:(NSError**)error {
try {
_sessionOptions->RegisterCustomOpsUsingFunction(registrationFuncName.UTF8String);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)registerCustomOpsUsingFunctionPointer:(ORTCAPIRegisterCustomOpsFnPtr)registerCustomOpsFn
error:(NSError**)error {
try {
if (!registerCustomOpsFn) {
ORT_CXX_API_THROW("registerCustomOpsFn must not be null", ORT_INVALID_ARGUMENT);
}
Ort::ThrowOnError((*registerCustomOpsFn)(static_cast<OrtSessionOptions*>(*_sessionOptions),
OrtGetApiBase()));
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)enableOrtExtensionsCustomOpsWithError:(NSError**)error {
try {
_sessionOptions->EnableOrtCustomOps();
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
#pragma mark - Internal
- (Ort::SessionOptions&)CXXAPIOrtSessionOptions {
return *_sessionOptions;
}
@end
@implementation ORTRunOptions {
std::optional<Ort::RunOptions> _runOptions;
}
#pragma mark - Public
- (nullable instancetype)initWithError:(NSError**)error {
if ((self = [super init]) == nil) {
return nil;
}
try {
_runOptions = Ort::RunOptions{};
return self;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_NULLABLE(error)
}
- (BOOL)setLogTag:(NSString*)logTag
error:(NSError**)error {
try {
_runOptions->SetRunTag(logTag.UTF8String);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)setLogSeverityLevel:(ORTLoggingLevel)loggingLevel
error:(NSError**)error {
try {
_runOptions->SetRunLogSeverityLevel(PublicToCAPILoggingLevel(loggingLevel));
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
- (BOOL)addConfigEntryWithKey:(NSString*)key
value:(NSString*)value
error:(NSError**)error {
try {
_runOptions->AddConfigEntry(key.UTF8String, value.UTF8String);
return YES;
}
ORT_OBJC_API_IMPL_CATCH_RETURNING_BOOL(error)
}
#pragma mark - Internal
- (Ort::RunOptions&)CXXAPIOrtRunOptions {
return *_runOptions;
}
@end
NS_ASSUME_NONNULL_END