whisper.cpp/coreml/whisper-encoder.mm
Georgi Gerganov 5e47e223bd
whisper : add Core ML support (#566)
* 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
2023-04-15 13:21:27 +03:00

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#import "coreml/whisper-encoder.h"
#import "coreml/whisper-encoder-impl.h"
#import <CoreML/CoreML.h>
#include <stdlib.h>
#if __cplusplus
extern "C" {
#endif
struct whisper_coreml_context {
const void * data;
};
struct whisper_coreml_context * whisper_coreml_init(const char * path_model) {
NSString * path_model_str = [[NSString alloc] initWithUTF8String:path_model];
NSURL * url_model = [NSURL fileURLWithPath: path_model_str];
const void * data = CFBridgingRetain([[whisper_encoder_impl alloc] initWithContentsOfURL:url_model error:nil]);
if (data == NULL) {
return NULL;
}
whisper_coreml_context * ctx = new whisper_coreml_context;
ctx->data = data;
return ctx;
}
void whisper_coreml_free(struct whisper_coreml_context * ctx) {
CFRelease(ctx->data);
delete ctx;
}
void whisper_coreml_encode(
const whisper_coreml_context * ctx,
float * mel,
float * out) {
MLMultiArray * inMultiArray = [
[MLMultiArray alloc] initWithDataPointer: mel
shape: @[@1, @80, @3000]
dataType: MLMultiArrayDataTypeFloat32
strides: @[@(240000), @(3000), @1]
deallocator: nil
error: nil
];
whisper_encoder_implOutput * outCoreML = [(__bridge id) ctx->data predictionFromLogmel_data:inMultiArray error:nil];
MLMultiArray * outMA = outCoreML.output;
//NSArray<NSNumber *> * shape = outMA.shape;
//NSArray<NSNumber *> * strides = outMA.strides;
//printf("shape: %ld %ld %ld %ld\n", [shape[0] longValue], [shape[1] longValue], [shape[2] longValue], [shape[3] longValue]);
//printf("strides: %ld %ld %ld %ld\n", [strides[0] longValue], [strides[1] longValue], [strides[2] longValue], [strides[3] longValue]);
memcpy(out, outMA.dataPointer, outMA.count * sizeof(float));
}
#if __cplusplus
}
#endif