#if !__has_feature(objc_arc)
#error This file must be compiled with automatic reference counting enabled (-fobjc-arc)
#endif
#import "whisper-compat.h"
#import "whisper-decoder-impl.h"
@implementation whisper_decoder_implInput
- (instancetype)initWithToken_data:(MLMultiArray *)token_data audio_data:(MLMultiArray *)audio_data {
self = [super init];
if (self) {
_token_data = token_data;
_audio_data = audio_data;
}
return self;
}
- (NSSet<NSString *> *)featureNames {
return [NSSet setWithArray:@[@"token_data", @"audio_data"]];
}
- (nullable MLFeatureValue *)featureValueForName:(NSString *)featureName {
if ([featureName isEqualToString:@"token_data"]) {
return [MLFeatureValue featureValueWithMultiArray:self.token_data];
}
if ([featureName isEqualToString:@"audio_data"]) {
return [MLFeatureValue featureValueWithMultiArray:self.audio_data];
}
return nil;
}
@end
@implementation whisper_decoder_implOutput
- (instancetype)initWithCast_76:(MLMultiArray *)cast_76 {
self = [super init];
if (self) {
_cast_76 = cast_76;
}
return self;
}
- (NSSet<NSString *> *)featureNames {
return [NSSet setWithArray:@[@"cast_76"]];
}
- (nullable MLFeatureValue *)featureValueForName:(NSString *)featureName {
if ([featureName isEqualToString:@"cast_76"]) {
return [MLFeatureValue featureValueWithMultiArray:self.cast_76];
}
return nil;
}
@end
@implementation whisper_decoder_impl
+ (nullable NSURL *)URLOfModelInThisBundle {
NSString *assetPath = [[NSBundle bundleForClass:[self class]] pathForResource:@"whisper_decoder_impl" ofType:@"mlmodelc"];
if (nil == assetPath) { os_log_error(OS_LOG_DEFAULT, "Could not load whisper-decoder-impl.mlmodelc in the bundle resource"); return nil; }
return [NSURL fileURLWithPath:assetPath];
}
- (instancetype)initWithMLModel:(MLModel *)model {
if (model == nil) {
return nil;
}
self = [super init];
if (self != nil) {
_model = model;
}
return self;
}
- (nullable instancetype)init {
return [self initWithContentsOfURL:(NSURL * _Nonnull)self.class.URLOfModelInThisBundle error:nil];
}
- (nullable instancetype)initWithConfiguration:(MLModelConfiguration *)configuration error:(NSError * _Nullable __autoreleasing * _Nullable)error {
return [self initWithContentsOfURL:(NSURL * _Nonnull)self.class.URLOfModelInThisBundle configuration:configuration error:error];
}
- (nullable instancetype)initWithContentsOfURL:(NSURL *)modelURL error:(NSError * _Nullable __autoreleasing * _Nullable)error {
MLModel *model = [MLModel modelWithContentsOfURL:modelURL error:error];
if (model == nil) { return nil; }
return [self initWithMLModel:model];
}
- (nullable instancetype)initWithContentsOfURL:(NSURL *)modelURL configuration:(MLModelConfiguration *)configuration error:(NSError * _Nullable __autoreleasing * _Nullable)error {
MLModel *model = [MLModel modelWithContentsOfURL:modelURL configuration:configuration error:error];
if (model == nil) { return nil; }
return [self initWithMLModel:model];
}
+ (void)loadWithConfiguration:(MLModelConfiguration *)configuration completionHandler:(void (^)(whisper_decoder_impl * _Nullable model, NSError * _Nullable error))handler {
[self loadContentsOfURL:(NSURL * _Nonnull)[self URLOfModelInThisBundle]
configuration:configuration
completionHandler:handler];
}
+ (void)loadContentsOfURL:(NSURL *)modelURL configuration:(MLModelConfiguration *)configuration completionHandler:(void (^)(whisper_decoder_impl * _Nullable model, NSError * _Nullable error))handler {
[MLModel loadContentsOfURL:modelURL
configuration:configuration
completionHandler:^(MLModel *model, NSError *error) {
if (model != nil) {
whisper_decoder_impl *typedModel = [[whisper_decoder_impl alloc] initWithMLModel:model];
handler(typedModel, nil);
} else {
handler(nil, error);
}
}];
}
- (nullable whisper_decoder_implOutput *)predictionFromFeatures:(whisper_decoder_implInput *)input error:(NSError * _Nullable __autoreleasing * _Nullable)error {
return [self predictionFromFeatures:input options:[[MLPredictionOptions alloc] init] error:error];
}
- (nullable whisper_decoder_implOutput *)predictionFromFeatures:(whisper_decoder_implInput *)input options:(MLPredictionOptions *)options error:(NSError * _Nullable __autoreleasing * _Nullable)error {
id<MLFeatureProvider> outFeatures = [self.model predictionFromFeatures:input options:options error:error];
if (!outFeatures) { return nil; }
return [[whisper_decoder_implOutput alloc] initWithCast_76:(MLMultiArray *)[outFeatures featureValueForName:@"cast_76"].multiArrayValue];
}
- (void)predictionFromFeatures:(whisper_decoder_implInput *)input completionHandler:(void (^)(whisper_decoder_implOutput * _Nullable output, NSError * _Nullable error))completionHandler {
[self.model predictionFromFeatures:input completionHandler:^(id<MLFeatureProvider> prediction, NSError *predictionError) {
if (prediction != nil) {
whisper_decoder_implOutput *output = [[whisper_decoder_implOutput alloc] initWithCast_76:(MLMultiArray *)[prediction featureValueForName:@"cast_76"].multiArrayValue];
completionHandler(output, predictionError);
} else {
completionHandler(nil, predictionError);
}
}];
}
- (void)predictionFromFeatures:(whisper_decoder_implInput *)input options:(MLPredictionOptions *)options completionHandler:(void (^)(whisper_decoder_implOutput * _Nullable output, NSError * _Nullable error))completionHandler {
[self.model predictionFromFeatures:input options:options completionHandler:^(id<MLFeatureProvider> prediction, NSError *predictionError) {
if (prediction != nil) {
whisper_decoder_implOutput *output = [[whisper_decoder_implOutput alloc] initWithCast_76:(MLMultiArray *)[prediction featureValueForName:@"cast_76"].multiArrayValue];
completionHandler(output, predictionError);
} else {
completionHandler(nil, predictionError);
}
}];
}
- (nullable whisper_decoder_implOutput *)predictionFromToken_data:(MLMultiArray *)token_data audio_data:(MLMultiArray *)audio_data error:(NSError * _Nullable __autoreleasing * _Nullable)error {
whisper_decoder_implInput *input_ = [[whisper_decoder_implInput alloc] initWithToken_data:token_data audio_data:audio_data];
return [self predictionFromFeatures:input_ error:error];
}
- (nullable NSArray<whisper_decoder_implOutput *> *)predictionsFromInputs:(NSArray<whisper_decoder_implInput*> *)inputArray options:(MLPredictionOptions *)options error:(NSError * _Nullable __autoreleasing * _Nullable)error {
id<MLBatchProvider> inBatch = [[MLArrayBatchProvider alloc] initWithFeatureProviderArray:inputArray];
id<MLBatchProvider> outBatch = [self.model predictionsFromBatch:inBatch options:options error:error];
if (!outBatch) { return nil; }
NSMutableArray<whisper_decoder_implOutput*> *results = [NSMutableArray arrayWithCapacity:(NSUInteger)outBatch.count];
for (NSInteger i = 0; i < outBatch.count; i++) {
id<MLFeatureProvider> resultProvider = [outBatch featuresAtIndex:i];
whisper_decoder_implOutput * result = [[whisper_decoder_implOutput alloc] initWithCast_76:(MLMultiArray *)[resultProvider featureValueForName:@"cast_76"].multiArrayValue];
[results addObject:result];
}
return results;
}
@end