wehub-resource-sync
367 lines
15 KiB
C
367 lines
15 KiB
C
/* Generated by the protocol buffer compiler. DO NOT EDIT! */
|
|
/* Generated from: Model.proto */
|
|
|
|
#ifndef PROTOBUF_C_Model_2eproto__INCLUDED
|
|
#define PROTOBUF_C_Model_2eproto__INCLUDED
|
|
|
|
#include <protobuf-c/protobuf-c.h>
|
|
|
|
PROTOBUF_C__BEGIN_DECLS
|
|
|
|
#if PROTOBUF_C_VERSION_NUMBER < 1003000
|
|
# error This file was generated by a newer version of protoc-c which is incompatible with your libprotobuf-c headers. Please update your headers.
|
|
#elif 1003003 < PROTOBUF_C_MIN_COMPILER_VERSION
|
|
# error This file was generated by an older version of protoc-c which is incompatible with your libprotobuf-c headers. Please regenerate this file with a newer version of protoc-c.
|
|
#endif
|
|
|
|
#include "NeuralNetwork.pb-c.h"
|
|
|
|
typedef struct _CoreML__Specification__FeatureDescription CoreML__Specification__FeatureDescription;
|
|
typedef struct _CoreML__Specification__Metadata CoreML__Specification__Metadata;
|
|
typedef struct _CoreML__Specification__Metadata__UserDefinedEntry CoreML__Specification__Metadata__UserDefinedEntry;
|
|
typedef struct _CoreML__Specification__ModelDescription CoreML__Specification__ModelDescription;
|
|
typedef struct _CoreML__Specification__SerializedModel CoreML__Specification__SerializedModel;
|
|
typedef struct _CoreML__Specification__Model CoreML__Specification__Model;
|
|
|
|
|
|
/* --- enums --- */
|
|
|
|
|
|
/* --- messages --- */
|
|
|
|
/*
|
|
**
|
|
* A feature description,
|
|
* consisting of a name, short description, and type.
|
|
*/
|
|
struct _CoreML__Specification__FeatureDescription
|
|
{
|
|
ProtobufCMessage base;
|
|
char *name;
|
|
char *shortdescription;
|
|
CoreML__Specification__FeatureType *type;
|
|
};
|
|
#define CORE_ML__SPECIFICATION__FEATURE_DESCRIPTION__INIT \
|
|
{ PROTOBUF_C_MESSAGE_INIT (&core_ml__specification__feature_description__descriptor) \
|
|
, (char *)protobuf_c_empty_string, (char *)protobuf_c_empty_string, NULL }
|
|
|
|
|
|
struct _CoreML__Specification__Metadata__UserDefinedEntry
|
|
{
|
|
ProtobufCMessage base;
|
|
char *key;
|
|
char *value;
|
|
};
|
|
#define CORE_ML__SPECIFICATION__METADATA__USER_DEFINED_ENTRY__INIT \
|
|
{ PROTOBUF_C_MESSAGE_INIT (&core_ml__specification__metadata__user_defined_entry__descriptor) \
|
|
, (char *)protobuf_c_empty_string, (char *)protobuf_c_empty_string }
|
|
|
|
|
|
/*
|
|
**
|
|
* Model metadata,
|
|
* consisting of a short description, a version string,
|
|
* an author, a license, and any other user defined
|
|
* key/value meta data.
|
|
*/
|
|
struct _CoreML__Specification__Metadata
|
|
{
|
|
ProtobufCMessage base;
|
|
char *shortdescription;
|
|
char *versionstring;
|
|
char *author;
|
|
char *license;
|
|
size_t n_userdefined;
|
|
CoreML__Specification__Metadata__UserDefinedEntry **userdefined;
|
|
};
|
|
#define CORE_ML__SPECIFICATION__METADATA__INIT \
|
|
{ PROTOBUF_C_MESSAGE_INIT (&core_ml__specification__metadata__descriptor) \
|
|
, (char *)protobuf_c_empty_string, (char *)protobuf_c_empty_string, (char *)protobuf_c_empty_string, (char *)protobuf_c_empty_string, 0,NULL }
|
|
|
|
|
|
/*
|
|
**
|
|
* A description of a model,
|
|
* consisting of descriptions of its input and output features.
|
|
* Both regressor and classifier models require the name of the
|
|
* primary predicted output feature (``predictedFeatureName``).
|
|
* Classifier models can specify the output feature containing
|
|
* probabilities for the predicted classes
|
|
* (``predictedProbabilitiesName``).
|
|
*/
|
|
struct _CoreML__Specification__ModelDescription
|
|
{
|
|
ProtobufCMessage base;
|
|
size_t n_input;
|
|
CoreML__Specification__FeatureDescription **input;
|
|
size_t n_output;
|
|
CoreML__Specification__FeatureDescription **output;
|
|
/*
|
|
* [Required for regressor and classifier models]: the name
|
|
* to give to an output feature containing the prediction.
|
|
*/
|
|
char *predictedfeaturename;
|
|
/*
|
|
* [Optional for classifier models]: the name to give to an
|
|
* output feature containing a dictionary mapping class
|
|
* labels to their predicted probabilities. If not specified,
|
|
* the dictionary will not be returned by the model.
|
|
*/
|
|
char *predictedprobabilitiesname;
|
|
size_t n_traininginput;
|
|
CoreML__Specification__FeatureDescription **traininginput;
|
|
CoreML__Specification__Metadata *metadata;
|
|
};
|
|
#define CORE_ML__SPECIFICATION__MODEL_DESCRIPTION__INIT \
|
|
{ PROTOBUF_C_MESSAGE_INIT (&core_ml__specification__model_description__descriptor) \
|
|
, 0,NULL, 0,NULL, (char *)protobuf_c_empty_string, (char *)protobuf_c_empty_string, 0,NULL, NULL }
|
|
|
|
|
|
struct _CoreML__Specification__SerializedModel
|
|
{
|
|
ProtobufCMessage base;
|
|
/*
|
|
* Identifier whose content describes the model type of the serialized protocol buffer message.
|
|
*/
|
|
char *identifier;
|
|
/*
|
|
* Must be a valid serialized protocol buffer of the above specified type.
|
|
*/
|
|
ProtobufCBinaryData model;
|
|
};
|
|
#define CORE_ML__SPECIFICATION__SERIALIZED_MODEL__INIT \
|
|
{ PROTOBUF_C_MESSAGE_INIT (&core_ml__specification__serialized_model__descriptor) \
|
|
, (char *)protobuf_c_empty_string, {0,NULL} }
|
|
|
|
|
|
typedef enum {
|
|
CORE_ML__SPECIFICATION__MODEL__TYPE__NOT_SET = 0,
|
|
CORE_ML__SPECIFICATION__MODEL__TYPE_NEURAL_NETWORK = 500
|
|
PROTOBUF_C__FORCE_ENUM_TO_BE_INT_SIZE(CORE_ML__SPECIFICATION__MODEL__TYPE)
|
|
} CoreML__Specification__Model__TypeCase;
|
|
|
|
/*
|
|
**
|
|
* A Core ML model,
|
|
* consisting of a specification version,
|
|
* a model description, and a model type.
|
|
* Core ML model compatibility is indicated by
|
|
* a monotonically increasing specification version number,
|
|
* which is incremented anytime a backward-incompatible change is made
|
|
* (this is functionally equivalent to the MAJOR version number
|
|
* described by `Semantic Versioning 2.0.0 <http://semver.org/>`_).
|
|
* Specification Versions : OS Availability (Core ML Version)
|
|
* 1 : iOS 11, macOS 10.13, tvOS 11, watchOS 4 (Core ML 1)
|
|
* - Feedforward & Recurrent Neural Networks
|
|
* - General Linear Models
|
|
* - Tree Ensembles
|
|
* - Support Vector Machines
|
|
* - Pipelines
|
|
* - Feature Engineering
|
|
* 2 : iOS 11.2, macOS 10.13.2, tvOS 11.2, watchOS 4.2 (Core ML 1.2)
|
|
* - Custom Layers for Neural Networks
|
|
* - Float 16 support for Neural Network layers
|
|
* 3 : iOS 12, macOS 10.14, tvOS 12, watchOS 5 (Core ML 2)
|
|
* - Flexible shapes and image sizes
|
|
* - Categorical sequences
|
|
* - Core ML Vision Feature Print, Text Classifier, Word Tagger
|
|
* - Non Max Suppression
|
|
* - Crop and Resize Bilinear NN layers
|
|
* - Custom Models
|
|
* 4 : iOS 13, macOS 10.15, tvOS 13, watchOS 6 (Core ML 3)
|
|
* - Updatable models
|
|
* - Exact shape / general rank mapping for neural networks
|
|
* - Large expansion of supported neural network layers
|
|
* - Generalized operations
|
|
* - Control flow
|
|
* - Dynamic layers
|
|
* - See NeuralNetwork.proto
|
|
* - Nearest Neighbor Classifier
|
|
* - Sound Analysis Prepreocessing
|
|
* - Recommender
|
|
* - Linked Model
|
|
* - NLP Gazeteer
|
|
* - NLP WordEmbedding
|
|
* 5 : iOS 14, macOS 11, tvOS 14, watchOS 7 (Core ML 4)
|
|
* - Model Deployment
|
|
* - Model Encryption
|
|
* - Unified converter API with PyTorch and Tensorflow 2 Support in coremltools 4
|
|
* - MIL builder for neural networks and composite ops in coremltools 4
|
|
* - New layers in neural network:
|
|
* - CumSum
|
|
* - OneHot
|
|
* - ClampedReLu
|
|
* - ArgSort
|
|
* - SliceBySize
|
|
* - Convolution3D
|
|
* - Pool3D
|
|
* - Bilinear Upsample with align corners and fractional factors
|
|
* - PixelShuffle
|
|
* - MatMul with int8 weights and int8 activations
|
|
* - Concat interleave
|
|
* - See NeuralNetwork.proto
|
|
* - Enhanced Xcode model view with interactive previews
|
|
* - Enhanced Xcode Playground support for Core ML models
|
|
*/
|
|
struct _CoreML__Specification__Model
|
|
{
|
|
ProtobufCMessage base;
|
|
int32_t specificationversion;
|
|
CoreML__Specification__ModelDescription *description;
|
|
/*
|
|
* Following model types support on-device update:
|
|
* - NeuralNetworkClassifier
|
|
* - NeuralNetworkRegressor
|
|
* - NeuralNetwork
|
|
* - KNearestNeighborsClassifier
|
|
*/
|
|
protobuf_c_boolean isupdatable;
|
|
CoreML__Specification__Model__TypeCase type_case;
|
|
union {
|
|
/*
|
|
* generic models start at 500
|
|
*/
|
|
CoreML__Specification__NeuralNetwork *neuralnetwork;
|
|
};
|
|
};
|
|
#define CORE_ML__SPECIFICATION__MODEL__INIT \
|
|
{ PROTOBUF_C_MESSAGE_INIT (&core_ml__specification__model__descriptor) \
|
|
, 0, NULL, 0, CORE_ML__SPECIFICATION__MODEL__TYPE__NOT_SET, {0} }
|
|
|
|
|
|
/* CoreML__Specification__FeatureDescription methods */
|
|
void core_ml__specification__feature_description__init
|
|
(CoreML__Specification__FeatureDescription *message);
|
|
size_t core_ml__specification__feature_description__get_packed_size
|
|
(const CoreML__Specification__FeatureDescription *message);
|
|
size_t core_ml__specification__feature_description__pack
|
|
(const CoreML__Specification__FeatureDescription *message,
|
|
uint8_t *out);
|
|
size_t core_ml__specification__feature_description__pack_to_buffer
|
|
(const CoreML__Specification__FeatureDescription *message,
|
|
ProtobufCBuffer *buffer);
|
|
CoreML__Specification__FeatureDescription *
|
|
core_ml__specification__feature_description__unpack
|
|
(ProtobufCAllocator *allocator,
|
|
size_t len,
|
|
const uint8_t *data);
|
|
void core_ml__specification__feature_description__free_unpacked
|
|
(CoreML__Specification__FeatureDescription *message,
|
|
ProtobufCAllocator *allocator);
|
|
/* CoreML__Specification__Metadata__UserDefinedEntry methods */
|
|
void core_ml__specification__metadata__user_defined_entry__init
|
|
(CoreML__Specification__Metadata__UserDefinedEntry *message);
|
|
/* CoreML__Specification__Metadata methods */
|
|
void core_ml__specification__metadata__init
|
|
(CoreML__Specification__Metadata *message);
|
|
size_t core_ml__specification__metadata__get_packed_size
|
|
(const CoreML__Specification__Metadata *message);
|
|
size_t core_ml__specification__metadata__pack
|
|
(const CoreML__Specification__Metadata *message,
|
|
uint8_t *out);
|
|
size_t core_ml__specification__metadata__pack_to_buffer
|
|
(const CoreML__Specification__Metadata *message,
|
|
ProtobufCBuffer *buffer);
|
|
CoreML__Specification__Metadata *
|
|
core_ml__specification__metadata__unpack
|
|
(ProtobufCAllocator *allocator,
|
|
size_t len,
|
|
const uint8_t *data);
|
|
void core_ml__specification__metadata__free_unpacked
|
|
(CoreML__Specification__Metadata *message,
|
|
ProtobufCAllocator *allocator);
|
|
/* CoreML__Specification__ModelDescription methods */
|
|
void core_ml__specification__model_description__init
|
|
(CoreML__Specification__ModelDescription *message);
|
|
size_t core_ml__specification__model_description__get_packed_size
|
|
(const CoreML__Specification__ModelDescription *message);
|
|
size_t core_ml__specification__model_description__pack
|
|
(const CoreML__Specification__ModelDescription *message,
|
|
uint8_t *out);
|
|
size_t core_ml__specification__model_description__pack_to_buffer
|
|
(const CoreML__Specification__ModelDescription *message,
|
|
ProtobufCBuffer *buffer);
|
|
CoreML__Specification__ModelDescription *
|
|
core_ml__specification__model_description__unpack
|
|
(ProtobufCAllocator *allocator,
|
|
size_t len,
|
|
const uint8_t *data);
|
|
void core_ml__specification__model_description__free_unpacked
|
|
(CoreML__Specification__ModelDescription *message,
|
|
ProtobufCAllocator *allocator);
|
|
/* CoreML__Specification__SerializedModel methods */
|
|
void core_ml__specification__serialized_model__init
|
|
(CoreML__Specification__SerializedModel *message);
|
|
size_t core_ml__specification__serialized_model__get_packed_size
|
|
(const CoreML__Specification__SerializedModel *message);
|
|
size_t core_ml__specification__serialized_model__pack
|
|
(const CoreML__Specification__SerializedModel *message,
|
|
uint8_t *out);
|
|
size_t core_ml__specification__serialized_model__pack_to_buffer
|
|
(const CoreML__Specification__SerializedModel *message,
|
|
ProtobufCBuffer *buffer);
|
|
CoreML__Specification__SerializedModel *
|
|
core_ml__specification__serialized_model__unpack
|
|
(ProtobufCAllocator *allocator,
|
|
size_t len,
|
|
const uint8_t *data);
|
|
void core_ml__specification__serialized_model__free_unpacked
|
|
(CoreML__Specification__SerializedModel *message,
|
|
ProtobufCAllocator *allocator);
|
|
/* CoreML__Specification__Model methods */
|
|
void core_ml__specification__model__init
|
|
(CoreML__Specification__Model *message);
|
|
size_t core_ml__specification__model__get_packed_size
|
|
(const CoreML__Specification__Model *message);
|
|
size_t core_ml__specification__model__pack
|
|
(const CoreML__Specification__Model *message,
|
|
uint8_t *out);
|
|
size_t core_ml__specification__model__pack_to_buffer
|
|
(const CoreML__Specification__Model *message,
|
|
ProtobufCBuffer *buffer);
|
|
CoreML__Specification__Model *
|
|
core_ml__specification__model__unpack
|
|
(ProtobufCAllocator *allocator,
|
|
size_t len,
|
|
const uint8_t *data);
|
|
void core_ml__specification__model__free_unpacked
|
|
(CoreML__Specification__Model *message,
|
|
ProtobufCAllocator *allocator);
|
|
/* --- per-message closures --- */
|
|
|
|
typedef void (*CoreML__Specification__FeatureDescription_Closure)
|
|
(const CoreML__Specification__FeatureDescription *message,
|
|
void *closure_data);
|
|
typedef void (*CoreML__Specification__Metadata__UserDefinedEntry_Closure)
|
|
(const CoreML__Specification__Metadata__UserDefinedEntry *message,
|
|
void *closure_data);
|
|
typedef void (*CoreML__Specification__Metadata_Closure)
|
|
(const CoreML__Specification__Metadata *message,
|
|
void *closure_data);
|
|
typedef void (*CoreML__Specification__ModelDescription_Closure)
|
|
(const CoreML__Specification__ModelDescription *message,
|
|
void *closure_data);
|
|
typedef void (*CoreML__Specification__SerializedModel_Closure)
|
|
(const CoreML__Specification__SerializedModel *message,
|
|
void *closure_data);
|
|
typedef void (*CoreML__Specification__Model_Closure)
|
|
(const CoreML__Specification__Model *message,
|
|
void *closure_data);
|
|
|
|
/* --- services --- */
|
|
|
|
|
|
/* --- descriptors --- */
|
|
|
|
extern const ProtobufCMessageDescriptor core_ml__specification__feature_description__descriptor;
|
|
extern const ProtobufCMessageDescriptor core_ml__specification__metadata__descriptor;
|
|
extern const ProtobufCMessageDescriptor core_ml__specification__metadata__user_defined_entry__descriptor;
|
|
extern const ProtobufCMessageDescriptor core_ml__specification__model_description__descriptor;
|
|
extern const ProtobufCMessageDescriptor core_ml__specification__serialized_model__descriptor;
|
|
extern const ProtobufCMessageDescriptor core_ml__specification__model__descriptor;
|
|
|
|
PROTOBUF_C__END_DECLS
|
|
|
|
|
|
#endif /* PROTOBUF_C_Model_2eproto__INCLUDED */
|