mirror of
https://github.com/ggerganov/whisper.cpp.git
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5e47e223bd
* coreml : use Core ML encoder inference * coreml : simlpify whisper_encode + log messages * whisper : resolve rebase conflicts * coreml : add scripts for CoreML model generation * bench-all : recognize COREML flag
147 lines
7.3 KiB
Objective-C
147 lines
7.3 KiB
Objective-C
//
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// whisper-decoder-impl.h
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//
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// This file was automatically generated and should not be edited.
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//
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#import <Foundation/Foundation.h>
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#import <CoreML/CoreML.h>
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#include <stdint.h>
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#include <os/log.h>
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NS_ASSUME_NONNULL_BEGIN
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/// Model Prediction Input Type
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API_AVAILABLE(macos(12.0), ios(15.0), watchos(8.0), tvos(15.0)) __attribute__((visibility("hidden")))
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@interface whisper_decoder_implInput : NSObject<MLFeatureProvider>
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/// token_data as 1 by 1 matrix of 32-bit integers
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@property (readwrite, nonatomic, strong) MLMultiArray * token_data;
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/// audio_data as 1 × 384 × 1 × 1500 4-dimensional array of floats
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@property (readwrite, nonatomic, strong) MLMultiArray * audio_data;
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- (instancetype)init NS_UNAVAILABLE;
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- (instancetype)initWithToken_data:(MLMultiArray *)token_data audio_data:(MLMultiArray *)audio_data NS_DESIGNATED_INITIALIZER;
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@end
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/// Model Prediction Output Type
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API_AVAILABLE(macos(12.0), ios(15.0), watchos(8.0), tvos(15.0)) __attribute__((visibility("hidden")))
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@interface whisper_decoder_implOutput : NSObject<MLFeatureProvider>
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/// var_1346 as multidimensional array of floats
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@property (readwrite, nonatomic, strong) MLMultiArray * var_1346;
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- (instancetype)init NS_UNAVAILABLE;
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- (instancetype)initWithVar_1346:(MLMultiArray *)var_1346 NS_DESIGNATED_INITIALIZER;
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@end
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/// Class for model loading and prediction
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API_AVAILABLE(macos(12.0), ios(15.0), watchos(8.0), tvos(15.0)) __attribute__((visibility("hidden")))
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@interface whisper_decoder_impl : NSObject
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@property (readonly, nonatomic, nullable) MLModel * model;
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/**
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URL of the underlying .mlmodelc directory.
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*/
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+ (nullable NSURL *)URLOfModelInThisBundle;
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/**
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Initialize whisper_decoder_impl instance from an existing MLModel object.
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Usually the application does not use this initializer unless it makes a subclass of whisper_decoder_impl.
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Such application may want to use `-[MLModel initWithContentsOfURL:configuration:error:]` and `+URLOfModelInThisBundle` to create a MLModel object to pass-in.
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*/
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- (instancetype)initWithMLModel:(MLModel *)model NS_DESIGNATED_INITIALIZER;
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/**
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Initialize whisper_decoder_impl instance with the model in this bundle.
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*/
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- (nullable instancetype)init;
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/**
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Initialize whisper_decoder_impl instance with the model in this bundle.
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@param configuration The model configuration object
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@param error If an error occurs, upon return contains an NSError object that describes the problem. If you are not interested in possible errors, pass in NULL.
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*/
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- (nullable instancetype)initWithConfiguration:(MLModelConfiguration *)configuration error:(NSError * _Nullable __autoreleasing * _Nullable)error;
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/**
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Initialize whisper_decoder_impl instance from the model URL.
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@param modelURL URL to the .mlmodelc directory for whisper_decoder_impl.
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@param error If an error occurs, upon return contains an NSError object that describes the problem. If you are not interested in possible errors, pass in NULL.
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*/
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- (nullable instancetype)initWithContentsOfURL:(NSURL *)modelURL error:(NSError * _Nullable __autoreleasing * _Nullable)error;
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/**
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Initialize whisper_decoder_impl instance from the model URL.
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@param modelURL URL to the .mlmodelc directory for whisper_decoder_impl.
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@param configuration The model configuration object
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@param error If an error occurs, upon return contains an NSError object that describes the problem. If you are not interested in possible errors, pass in NULL.
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*/
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- (nullable instancetype)initWithContentsOfURL:(NSURL *)modelURL configuration:(MLModelConfiguration *)configuration error:(NSError * _Nullable __autoreleasing * _Nullable)error;
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/**
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Construct whisper_decoder_impl instance asynchronously with configuration.
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Model loading may take time when the model content is not immediately available (e.g. encrypted model). Use this factory method especially when the caller is on the main thread.
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@param configuration The model configuration
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@param handler When the model load completes successfully or unsuccessfully, the completion handler is invoked with a valid whisper_decoder_impl instance or NSError object.
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*/
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+ (void)loadWithConfiguration:(MLModelConfiguration *)configuration completionHandler:(void (^)(whisper_decoder_impl * _Nullable model, NSError * _Nullable error))handler;
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/**
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Construct whisper_decoder_impl instance asynchronously with URL of .mlmodelc directory and optional configuration.
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Model loading may take time when the model content is not immediately available (e.g. encrypted model). Use this factory method especially when the caller is on the main thread.
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@param modelURL The model URL.
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@param configuration The model configuration
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@param handler When the model load completes successfully or unsuccessfully, the completion handler is invoked with a valid whisper_decoder_impl instance or NSError object.
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*/
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+ (void)loadContentsOfURL:(NSURL *)modelURL configuration:(MLModelConfiguration *)configuration completionHandler:(void (^)(whisper_decoder_impl * _Nullable model, NSError * _Nullable error))handler;
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/**
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Make a prediction using the standard interface
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@param input an instance of whisper_decoder_implInput to predict from
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@param error If an error occurs, upon return contains an NSError object that describes the problem. If you are not interested in possible errors, pass in NULL.
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@return the prediction as whisper_decoder_implOutput
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*/
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- (nullable whisper_decoder_implOutput *)predictionFromFeatures:(whisper_decoder_implInput *)input error:(NSError * _Nullable __autoreleasing * _Nullable)error;
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/**
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Make a prediction using the standard interface
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@param input an instance of whisper_decoder_implInput to predict from
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@param options prediction options
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@param error If an error occurs, upon return contains an NSError object that describes the problem. If you are not interested in possible errors, pass in NULL.
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@return the prediction as whisper_decoder_implOutput
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*/
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- (nullable whisper_decoder_implOutput *)predictionFromFeatures:(whisper_decoder_implInput *)input options:(MLPredictionOptions *)options error:(NSError * _Nullable __autoreleasing * _Nullable)error;
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/**
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Make a prediction using the convenience interface
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@param token_data as 1 by 1 matrix of 32-bit integers:
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@param audio_data as 1 × 384 × 1 × 1500 4-dimensional array of floats:
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@param error If an error occurs, upon return contains an NSError object that describes the problem. If you are not interested in possible errors, pass in NULL.
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@return the prediction as whisper_decoder_implOutput
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*/
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- (nullable whisper_decoder_implOutput *)predictionFromToken_data:(MLMultiArray *)token_data audio_data:(MLMultiArray *)audio_data error:(NSError * _Nullable __autoreleasing * _Nullable)error;
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/**
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Batch prediction
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@param inputArray array of whisper_decoder_implInput instances to obtain predictions from
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@param options prediction options
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@param error If an error occurs, upon return contains an NSError object that describes the problem. If you are not interested in possible errors, pass in NULL.
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@return the predictions as NSArray<whisper_decoder_implOutput *>
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*/
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- (nullable NSArray<whisper_decoder_implOutput *> *)predictionsFromInputs:(NSArray<whisper_decoder_implInput*> *)inputArray options:(MLPredictionOptions *)options error:(NSError * _Nullable __autoreleasing * _Nullable)error;
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@end
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NS_ASSUME_NONNULL_END
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