NeuralNetworks.h File Reference

#include <stddef.h>
#include <stdint.h>
#include <sys/cdefs.h>

Go to the source code of this file.

Data Structures
struct	ANeuralNetworksOperandType
	ANeuralNetworksOperandType describes the type of an operand. More...

Typedefs
typedef struct ANeuralNetworksMemory	ANeuralNetworksMemory
	ANeuralNetworksMemory is an opaque type that represents memory. More...
typedef struct ANeuralNetworksModel	ANeuralNetworksModel
	ANeuralNetworksModel is an opaque type that contains a description of the mathematical operations that constitute the model. More...
typedef struct ANeuralNetworksCompilation	ANeuralNetworksCompilation
	ANeuralNetworksCompilation is an opaque type that can be used to compile a machine learning model. More...
typedef struct ANeuralNetworksExecution	ANeuralNetworksExecution
	ANeuralNetworksExecution is an opaque type that can be used to apply a machine learning model to a set of inputs. More...
typedef struct ANeuralNetworksOperandType	ANeuralNetworksOperandType
	ANeuralNetworksOperandType describes the type of an operand. More...
typedef int32_t	ANeuralNetworksOperationType
typedef struct ANeuralNetworksEvent	ANeuralNetworksEvent
	ANeuralNetworksEvent is an opaque type that represents an event that will be signaled once an execution completes.

Enumerations
enum	OperandCode {   ANEURALNETWORKS_FLOAT32 = 0, ANEURALNETWORKS_INT32 = 1, ANEURALNETWORKS_UINT32 = 2, ANEURALNETWORKS_TENSOR_FLOAT32 = 3,   ANEURALNETWORKS_TENSOR_INT32 = 4, ANEURALNETWORKS_TENSOR_QUANT8_ASYMM = 5 }
	Operand types. More...
enum	OperationCode {   ANEURALNETWORKS_ADD = 0, ANEURALNETWORKS_AVERAGE_POOL_2D = 1, ANEURALNETWORKS_CONCATENATION = 2, ANEURALNETWORKS_CONV_2D = 3,   ANEURALNETWORKS_DEPTHWISE_CONV_2D = 4, ANEURALNETWORKS_DEPTH_TO_SPACE = 5, ANEURALNETWORKS_DEQUANTIZE = 6, ANEURALNETWORKS_EMBEDDING_LOOKUP = 7,   ANEURALNETWORKS_FLOOR = 8, ANEURALNETWORKS_FULLY_CONNECTED = 9, ANEURALNETWORKS_HASHTABLE_LOOKUP = 10, ANEURALNETWORKS_L2_NORMALIZATION = 11,   ANEURALNETWORKS_L2_POOL_2D = 12, ANEURALNETWORKS_LOCAL_RESPONSE_NORMALIZATION = 13, ANEURALNETWORKS_LOGISTIC = 14, ANEURALNETWORKS_LSH_PROJECTION = 15,   ANEURALNETWORKS_LSTM = 16, ANEURALNETWORKS_MAX_POOL_2D = 17, ANEURALNETWORKS_MUL = 18, ANEURALNETWORKS_RELU = 19,   ANEURALNETWORKS_RELU1 = 20, ANEURALNETWORKS_RELU6 = 21, ANEURALNETWORKS_RESHAPE = 22, ANEURALNETWORKS_RESIZE_BILINEAR = 23,   ANEURALNETWORKS_RNN = 24, ANEURALNETWORKS_SOFTMAX = 25, ANEURALNETWORKS_SPACE_TO_DEPTH = 26, ANEURALNETWORKS_SVDF = 27,   ANEURALNETWORKS_TANH = 28 }
	Operation types. More...
enum	FuseCode { ANEURALNETWORKS_FUSED_NONE = 0, ANEURALNETWORKS_FUSED_RELU = 1, ANEURALNETWORKS_FUSED_RELU1 = 2, ANEURALNETWORKS_FUSED_RELU6 = 3 }
	Fused activation function types. More...
enum	PaddingCode { ANEURALNETWORKS_PADDING_SAME = 1, ANEURALNETWORKS_PADDING_VALID = 2 }
	Implicit padding algorithms. More...
enum	PreferenceCode { ANEURALNETWORKS_PREFER_LOW_POWER = 0, ANEURALNETWORKS_PREFER_FAST_SINGLE_ANSWER = 1, ANEURALNETWORKS_PREFER_SUSTAINED_SPEED = 2 }
	Execution preferences. More...
enum	ResultCode {   ANEURALNETWORKS_NO_ERROR = 0, ANEURALNETWORKS_OUT_OF_MEMORY = 1, ANEURALNETWORKS_INCOMPLETE = 2, ANEURALNETWORKS_UNEXPECTED_NULL = 3,   ANEURALNETWORKS_BAD_DATA = 4, ANEURALNETWORKS_OP_FAILED = 5, ANEURALNETWORKS_UNMAPPABLE = 5, ANEURALNETWORKS_BAD_STATE = 6 }
	Result codes.
enum	{ ANEURALNETWORKS_MAX_SIZE_OF_IMMEDIATELY_COPIED_VALUES = 128 }
	For ANeuralNetworksModel_setOperandValue, values with a length smaller or equal to this will be immediately copied into the model. More...

Functions
int	ANeuralNetworksMemory_createFromFd (size_t size, int protect, int fd, size_t offset, ANeuralNetworksMemory **memory)
	Creates a shared memory object from a file descriptor. More...
void	ANeuralNetworksMemory_free (ANeuralNetworksMemory *memory)
	Delete a memory object. More...
int	ANeuralNetworksModel_create (ANeuralNetworksModel **model)
	Create an empty ANeuralNetworksModel. More...
void	ANeuralNetworksModel_free (ANeuralNetworksModel *model)
	Destroy a model. More...
int	ANeuralNetworksModel_finish (ANeuralNetworksModel *model)
	Indicate that we have finished modifying a model. More...
int	ANeuralNetworksModel_addOperand (ANeuralNetworksModel *model, const ANeuralNetworksOperandType *type)
	Add an operand to a model. More...
int	ANeuralNetworksModel_setOperandValue (ANeuralNetworksModel *model, int32_t index, const void *buffer, size_t length)
	Sets an operand to a constant value. More...
int	ANeuralNetworksModel_setOperandValueFromMemory (ANeuralNetworksModel *model, int32_t index, const ANeuralNetworksMemory *memory, size_t offset, size_t length)
	Sets an operand to a value stored in a memory object. More...
int	ANeuralNetworksModel_addOperation (ANeuralNetworksModel *model, ANeuralNetworksOperationType type, uint32_t inputCount, const uint32_t *inputs, uint32_t outputCount, const uint32_t *outputs)
	Add an operation to a model. More...
int	ANeuralNetworksModel_identifyInputsAndOutputs (ANeuralNetworksModel *model, uint32_t inputCount, const uint32_t *inputs, uint32_t outputCount, const uint32_t *outputs)
	Specfifies which operands will be the model's inputs and outputs. More...
int	ANeuralNetworksCompilation_create (ANeuralNetworksModel *model, ANeuralNetworksCompilation **compilation)
	Create a ANeuralNetworksCompilation to compile the given model. More...
void	ANeuralNetworksCompilation_free (ANeuralNetworksCompilation *compilation)
	Destroy a compilation. More...
int	ANeuralNetworksCompilation_setPreference (ANeuralNetworksCompilation *compilation, int32_t preference)
	Sets the execution preference. More...
int	ANeuralNetworksCompilation_finish (ANeuralNetworksCompilation *compilation)
	Indicate that we have finished modifying a compilation. More...
int	ANeuralNetworksExecution_create (ANeuralNetworksCompilation *compilation, ANeuralNetworksExecution **execution)
	Create a ANeuralNetworksExecution to apply the given compilation. More...
void	ANeuralNetworksExecution_free (ANeuralNetworksExecution *execution)
	Destroy an execution. More...
int	ANeuralNetworksExecution_setInput (ANeuralNetworksExecution *execution, int32_t index, const ANeuralNetworksOperandType *type, const void *buffer, size_t length)
	Associate a user buffer with an input of the model of the ANeuralNetworksExecution. More...
int	ANeuralNetworksExecution_setInputFromMemory (ANeuralNetworksExecution *execution, int32_t index, const ANeuralNetworksOperandType *type, const ANeuralNetworksMemory *memory, size_t offset, size_t length)
	Associate part of a memory object with an input of the model of the ANeuralNetworksExecution. More...
int	ANeuralNetworksExecution_setOutput (ANeuralNetworksExecution *execution, int32_t index, const ANeuralNetworksOperandType *type, void *buffer, size_t length)
	Associate a user buffer with an output of the model of the ANeuralNetworksExecution. More...
int	ANeuralNetworksExecution_setOutputFromMemory (ANeuralNetworksExecution *execution, int32_t index, const ANeuralNetworksOperandType *type, const ANeuralNetworksMemory *memory, size_t offset, size_t length)
	Associate part of a memory object with an output of the model of the ANeuralNetworksExecution. More...
int	ANeuralNetworksExecution_startCompute (ANeuralNetworksExecution *execution, ANeuralNetworksEvent **event)
	Schedule evaluation of the execution. More...
int	ANeuralNetworksEvent_wait (ANeuralNetworksEvent *event)
	Waits until the execution completes. More...
void	ANeuralNetworksEvent_free (ANeuralNetworksEvent *event)
	Destroys the event. More...