rustnn.h File Reference

#include <stdarg.h>
#include <stdbool.h>
#include <stdint.h>
#include <stdlib.h>

Go to the source code of this file.

Classes
struct	RustnnBackendDevice
	C representation of [BackendDevice]. More...
struct	RustnnTrtxOptions
	C representation of [TrtxOptions]. More...
struct	RustnnOptions
	C representation of [RustNNOptions]. More...
struct	RustnnContextOptions
	C representation of [MLContextOptions]. More...
struct	RustnnOperatorOptions
	C representation of [MLOperatorOptions] shared by the operations exposed by this ABI. More...
struct	RustnnNamedOperand
	Name and operand pair used to form [MLNamedOperands]. More...
struct	RustnnNamedTensor
	Name and tensor pair used to form [MLNamedTensors]. More...

Typedefs
typedef enum RustnnStatus	RustnnStatus
	Result of a C API call.
typedef enum RustnnDataType	RustnnDataType
	C representation of [MLOperandDataType].
typedef enum RustnnPowerPreference	RustnnPowerPreference
	C representation of [MLPowerPreference].
typedef enum RustnnBackend	RustnnBackend
	Backend hint for [MLContextOptions], wrapping [Backend].
typedef enum RustnnDeviceType	RustnnDeviceType
	C representation of [DeviceType] for a [BackendDevice] hint.
typedef enum RustnnUnaryOperation	RustnnUnaryOperation
	Implementation detail of the C++ API.
typedef enum RustnnBinaryOperation	RustnnBinaryOperation
	Implementation detail of the C++ API.
typedef enum RustnnTernaryOperation	RustnnTernaryOperation
	Implementation detail of the C++ API.
typedef struct RustnnContext	RustnnContext
	Opaque handle wrapping [MLContext].
typedef struct RustnnGraph	RustnnGraph
	Opaque handle wrapping [MLGraph].
typedef struct RustnnGraphBuilder	RustnnGraphBuilder
	Opaque handle wrapping [MLGraphBuilder].
typedef struct RustnnOperand	RustnnOperand
	Opaque handle wrapping [MLOperand].
typedef struct RustnnOperandDescriptor	RustnnOperandDescriptor
	Opaque handle wrapping [MLOperandDescriptor].
typedef struct RustnnTensor	RustnnTensor
	Opaque handle wrapping [MLTensor].
typedef struct RustnnTensorDescriptor	RustnnTensorDescriptor
	Opaque handle wrapping [MLTensorDescriptor].
typedef struct RustnnBackendDevice	RustnnBackendDevice
	C representation of [BackendDevice].
typedef struct RustnnTrtxOptions	RustnnTrtxOptions
	C representation of [TrtxOptions].
typedef struct RustnnOptions	RustnnOptions
	C representation of [RustNNOptions].
typedef struct RustnnContextOptions	RustnnContextOptions
	C representation of [MLContextOptions].
typedef struct RustnnOperatorOptions	RustnnOperatorOptions
	C representation of [MLOperatorOptions] shared by the operations exposed by this ABI.
typedef struct RustnnNamedOperand	RustnnNamedOperand
	Name and operand pair used to form [MLNamedOperands].
typedef struct RustnnNamedTensor	RustnnNamedTensor
	Name and tensor pair used to form [MLNamedTensors].

Enumerations
enum	RustnnStatus {   RustnnStatus_Success = 0 , RustnnStatus_NullPointer = 1 , RustnnStatus_InvalidUtf8 = 2 , RustnnStatus_InvalidArgument = 3 ,   RustnnStatus_Error = 4 , RustnnStatus_Panic = 5 }
	Result of a C API call. More...
enum	RustnnDataType {   RustnnDataType_Float32 = 0 , RustnnDataType_Float16 = 1 , RustnnDataType_Int32 = 2 , RustnnDataType_Uint32 = 3 ,   RustnnDataType_Int64 = 4 , RustnnDataType_Uint64 = 5 , RustnnDataType_Int8 = 6 , RustnnDataType_Uint8 = 7 ,   RustnnDataType_Int4 = 8 , RustnnDataType_Uint4 = 9 }
	C representation of [MLOperandDataType]. More...
enum	RustnnPowerPreference { RustnnPowerPreference_Default = 0 , RustnnPowerPreference_HighPerformance = 1 , RustnnPowerPreference_LowPower = 2 }
	C representation of [MLPowerPreference]. More...
enum	RustnnBackend {   RustnnBackend_Automatic = 0 , RustnnBackend_Onnx = 1 , RustnnBackend_Trtx = 2 , RustnnBackend_Coreml = 3 ,   RustnnBackend_Litert = 4 , RustnnBackend_Cann = 5 }
	Backend hint for [MLContextOptions], wrapping [Backend]. More...
enum	RustnnDeviceType { RustnnDeviceType_Cpu = 0 , RustnnDeviceType_Gpu = 1 , RustnnDeviceType_Npu = 2 }
	C representation of [DeviceType] for a [BackendDevice] hint. More...
enum	RustnnUnaryOperation {   RustnnUnaryOperation_Abs , RustnnUnaryOperation_RoundEven , RustnnUnaryOperation_Ceil , RustnnUnaryOperation_Cos ,   RustnnUnaryOperation_Exp , RustnnUnaryOperation_Floor , RustnnUnaryOperation_Gelu , RustnnUnaryOperation_Log ,   RustnnUnaryOperation_Neg , RustnnUnaryOperation_Relu , RustnnUnaryOperation_Sigmoid , RustnnUnaryOperation_Sin ,   RustnnUnaryOperation_Sqrt , RustnnUnaryOperation_Tan , RustnnUnaryOperation_Tanh , RustnnUnaryOperation_Erf ,   RustnnUnaryOperation_Reciprocal , RustnnUnaryOperation_Sign , RustnnUnaryOperation_LogicalNot , RustnnUnaryOperation_Identity ,   RustnnUnaryOperation_Softplus , RustnnUnaryOperation_Softsign , RustnnUnaryOperation_IsNan , RustnnUnaryOperation_IsInfinite ,   RustnnUnaryOperation_Shape , RustnnUnaryOperation_Elu , RustnnUnaryOperation_HardSigmoid , RustnnUnaryOperation_HardSwish ,   RustnnUnaryOperation_LeakyRelu , RustnnUnaryOperation_Linear , RustnnUnaryOperation_Clamp , RustnnUnaryOperation_InstanceNormalization ,   RustnnUnaryOperation_LayerNormalization , RustnnUnaryOperation_Resample2d , RustnnUnaryOperation_Reverse , RustnnUnaryOperation_Triangular ,   RustnnUnaryOperation_AveragePool2d , RustnnUnaryOperation_MaxPool2d , RustnnUnaryOperation_L2Pool2d , RustnnUnaryOperation_ReduceSum ,   RustnnUnaryOperation_ReduceMean , RustnnUnaryOperation_ReduceMax , RustnnUnaryOperation_ReduceMin , RustnnUnaryOperation_ReduceProduct ,   RustnnUnaryOperation_ReduceL1 , RustnnUnaryOperation_ReduceL2 , RustnnUnaryOperation_ReduceLogSum , RustnnUnaryOperation_ReduceLogSumExp ,   RustnnUnaryOperation_ReduceSumSquare , RustnnUnaryOperation_Transpose , RustnnUnaryOperation_Squeeze , RustnnUnaryOperation_Unsqueeze }
	Implementation detail of the C++ API. More...
enum	RustnnBinaryOperation {   RustnnBinaryOperation_Add , RustnnBinaryOperation_Sub , RustnnBinaryOperation_Mul , RustnnBinaryOperation_Div ,   RustnnBinaryOperation_Pow , RustnnBinaryOperation_Max , RustnnBinaryOperation_Min , RustnnBinaryOperation_Equal ,   RustnnBinaryOperation_Greater , RustnnBinaryOperation_GreaterOrEqual , RustnnBinaryOperation_Lesser , RustnnBinaryOperation_LesserOrEqual ,   RustnnBinaryOperation_NotEqual , RustnnBinaryOperation_LogicalAnd , RustnnBinaryOperation_LogicalOr , RustnnBinaryOperation_LogicalXor ,   RustnnBinaryOperation_Matmul , RustnnBinaryOperation_Gemm , RustnnBinaryOperation_Conv2d , RustnnBinaryOperation_ConvTranspose2d ,   RustnnBinaryOperation_Gather , RustnnBinaryOperation_GatherElements , RustnnBinaryOperation_GatherNd , RustnnBinaryOperation_Prelu }
	Implementation detail of the C++ API. More...
enum	RustnnTernaryOperation { RustnnTernaryOperation_BatchNormalization , RustnnTernaryOperation_Where , RustnnTernaryOperation_ScatterElements , RustnnTernaryOperation_ScatterNd }
	Implementation detail of the C++ API. More...

Functions
const char *	rustnn_last_error_message (void)
	Return the last C API error message for this thread.
void	rustnn_init_logger (void)
	Install rustnn's pretty_env_logger global logger if no logger is installed yet.
enum RustnnStatus	rustnn_operand_descriptor_create (enum RustnnDataType data_type, const uint64_t *shape, uintptr_t shape_len, struct RustnnOperandDescriptor **output)
	Allocate an [MLOperandDescriptor] from a data type and shape.
void	rustnn_operand_descriptor_destroy (struct RustnnOperandDescriptor *descriptor)
	Release an [MLOperandDescriptor] handle.
enum RustnnStatus	rustnn_tensor_descriptor_create (enum RustnnDataType data_type, const uint64_t *shape, uintptr_t shape_len, bool readable, bool writable, struct RustnnTensorDescriptor **output)
	Allocate an [MLTensorDescriptor].
void	rustnn_tensor_descriptor_destroy (struct RustnnTensorDescriptor *descriptor)
	Release an [MLTensorDescriptor] handle.
struct RustnnContextOptions	rustnn_context_options_default (void)
	Return the default [MLContextOptions].
enum RustnnStatus	rustnn_context_create (const struct RustnnContextOptions *options, struct RustnnContext **output)
	Create an [MLContext].
void	rustnn_context_destroy (struct RustnnContext *context)
	Release an [MLContext] handle.
enum RustnnStatus	rustnn_context_create_tensor (struct RustnnContext *context, const struct RustnnTensorDescriptor *descriptor, struct RustnnTensor **output)
	Allocate an [MLTensor] from an [MLTensorDescriptor].
void	rustnn_tensor_destroy (struct RustnnTensor *tensor)
	Release an [MLTensor] handle.
enum RustnnStatus	rustnn_context_write_tensor (struct RustnnContext *context, const struct RustnnTensor *tensor, const void *data, uintptr_t data_len)
	Copy bytes into an [MLTensor] through [MLContext].
enum RustnnStatus	rustnn_context_read_tensor (struct RustnnContext *context, const struct RustnnTensor *tensor, void *data, uintptr_t data_len)
	Copy bytes from an [MLTensor] through [MLContext].
enum RustnnStatus	rustnn_graph_builder_create_uncompiled (struct RustnnGraphBuilder **output)
	Create an uncompiled [MLGraphBuilder] for graph construction and serialization.
enum RustnnStatus	rustnn_graph_builder_create (struct RustnnContext *context, struct RustnnGraphBuilder **output)
	Create a runtime-backed [MLGraphBuilder] that exclusively borrows context.
void	rustnn_graph_builder_destroy (struct RustnnGraphBuilder *builder)
	Release an [MLGraphBuilder] handle.
void	rustnn_operand_destroy (struct RustnnOperand *operand)
	Release an [MLOperand] handle.
enum RustnnStatus	rustnn_graph_builder_input (struct RustnnGraphBuilder *builder, const char *name, const struct RustnnOperandDescriptor *descriptor, struct RustnnOperand **output)
	Declare a named input [MLOperand] on [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_constant (struct RustnnGraphBuilder *builder, const struct RustnnOperandDescriptor *descriptor, const void *data, uintptr_t data_len, struct RustnnOperand **output)
	Create a constant [MLOperand] from descriptor and bytes on [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_unary (struct RustnnGraphBuilder *builder, enum RustnnUnaryOperation operation, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply a selected unary operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_binary (struct RustnnGraphBuilder *builder, enum RustnnBinaryOperation operation, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply a selected binary operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_ternary (struct RustnnGraphBuilder *builder, enum RustnnTernaryOperation operation, const struct RustnnOperand *first, const struct RustnnOperand *second, const struct RustnnOperand *third, struct RustnnOperand **output)
	Apply a selected ternary operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_unary_with_options (struct RustnnGraphBuilder *builder, enum RustnnUnaryOperation operation, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Implementation detail of the C++ API.
enum RustnnStatus	rustnn_graph_builder_binary_with_options (struct RustnnGraphBuilder *builder, enum RustnnBinaryOperation operation, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Implementation detail of the C++ API.
enum RustnnStatus	rustnn_graph_builder_add (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the add operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_subtract (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the subtract operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_multiply (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the multiply operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_divide (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the divide operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_power (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the power operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_maximum (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the maximum operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_minimum (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the minimum operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_equal (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the equal operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_greater (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the greater operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_greater_or_equal (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the greater or equal operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_lesser (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the lesser operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_lesser_or_equal (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the lesser or equal operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_not_equal (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the not equal operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_logical_and (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the logical and operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_logical_or (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the logical or operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_logical_xor (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the logical xor operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_matmul (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the matmul operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_abs (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the abs operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_round_even (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the round even operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_ceil (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the ceil operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_cos (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the cos operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_exp (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the exp operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_floor (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the floor operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_gelu (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the gelu operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_log (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the log operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_negate (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the negate operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_relu (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the relu operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_sigmoid (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the sigmoid operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_sin (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the sin operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_sqrt (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the sqrt operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_tan (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the tan operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_tanh (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the tanh operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_erf (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the erf operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reciprocal (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reciprocal operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_sign (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the sign operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_logical_not (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the logical not operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_identity (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the identity operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_softplus (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the softplus operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_softsign (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the softsign operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_is_nan (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the is nan operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_is_infinite (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the is infinite operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_shape (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the shape operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_add_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the add operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_subtract_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the subtract operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_multiply_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the multiply operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_divide_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the divide operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_power_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the power operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_maximum_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the maximum operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_minimum_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the minimum operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_equal_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the equal operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_greater_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the greater operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_greater_or_equal_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the greater or equal operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_lesser_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the lesser operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_lesser_or_equal_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the lesser or equal operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_not_equal_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the not equal operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_logical_and_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the logical and operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_logical_or_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the logical or operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_logical_xor_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the logical xor operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_matmul_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the matmul operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_abs_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the abs operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_round_even_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the round even operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_ceil_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the ceil operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_cos_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the cos operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_exp_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the exp operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_floor_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the floor operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_gelu_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the gelu operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_log_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the log operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_negate_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the negate operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_relu_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the relu operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_sigmoid_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the sigmoid operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_sin_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the sin operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_sqrt_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the sqrt operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_tan_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the tan operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_tanh_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the tanh operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_erf_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the erf operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_reciprocal_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the reciprocal operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_sign_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the sign operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_logical_not_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the logical not operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_identity_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the identity operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_softplus_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the softplus operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_softsign_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the softsign operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_is_nan_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the is nan operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_is_infinite_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the is infinite operation using [MLGraphBuilder] with a label.
enum RustnnStatus	rustnn_graph_builder_shape_with_options (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperatorOptions *options, struct RustnnOperand **output)
	Apply the shape operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_elu (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the elu operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_hard_sigmoid (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the hard sigmoid operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_hard_swish (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the hard swish operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_leaky_relu (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the leaky relu operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_linear (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the linear operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_clamp (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the clamp operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_instance_normalization (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the instance normalization operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_layer_normalization (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the layer normalization operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_resample2d (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the resample2d operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reverse (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reverse operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_triangular (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the triangular operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_average_pool2d (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the average pool2d operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_max_pool2d (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the max pool2d operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_l2_pool2d (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the l2 pool2d operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_sum (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce sum operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_mean (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce mean operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_max (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce max operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_min (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce min operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_product (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce product operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_l1 (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce l1 operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_l2 (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce l2 operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_log_sum (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce log sum operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_log_sum_exp (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce log sum exp operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reduce_sum_square (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the reduce sum square operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_transpose (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the transpose operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_squeeze (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the squeeze operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_unsqueeze (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, struct RustnnOperand **output)
	Apply the unsqueeze operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_gemm (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the gemm operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_conv2d (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the conv2d operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_conv_transpose2d (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the conv transpose2d operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_gather (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the gather operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_gather_elements (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the gather elements operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_gather_nd (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the gather nd operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_prelu (struct RustnnGraphBuilder *builder, const struct RustnnOperand *lhs, const struct RustnnOperand *rhs, struct RustnnOperand **output)
	Apply the prelu operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_batch_normalization (struct RustnnGraphBuilder *builder, const struct RustnnOperand *first, const struct RustnnOperand *second, const struct RustnnOperand *third, struct RustnnOperand **output)
	Apply the batch normalization operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_where (struct RustnnGraphBuilder *builder, const struct RustnnOperand *first, const struct RustnnOperand *second, const struct RustnnOperand *third, struct RustnnOperand **output)
	Apply the where operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_scatter_elements (struct RustnnGraphBuilder *builder, const struct RustnnOperand *first, const struct RustnnOperand *second, const struct RustnnOperand *third, struct RustnnOperand **output)
	Apply the scatter elements operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_scatter_nd (struct RustnnGraphBuilder *builder, const struct RustnnOperand *first, const struct RustnnOperand *second, const struct RustnnOperand *third, struct RustnnOperand **output)
	Apply the scatter nd operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_arg_min (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, uint32_t axis, struct RustnnOperand **output)
	Apply the arg min operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_arg_max (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, uint32_t axis, struct RustnnOperand **output)
	Apply the arg max operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_cast (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, enum RustnnDataType data_type, struct RustnnOperand **output)
	Apply the cast operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_cumulative_sum (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, uint32_t axis, struct RustnnOperand **output)
	Apply the cumulative sum operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_softmax (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, uint32_t axis, struct RustnnOperand **output)
	Apply the softmax operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_expand (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const uint32_t *new_shape, uintptr_t new_shape_len, struct RustnnOperand **output)
	Apply the expand operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_reshape (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const uint32_t *new_shape, uintptr_t new_shape_len, struct RustnnOperand **output)
	Apply the reshape operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_tile (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const uint32_t *repetitions, uintptr_t repetitions_len, struct RustnnOperand **output)
	Apply the tile operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_pad (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const uint32_t *beginning_padding, uintptr_t beginning_padding_len, const uint32_t *ending_padding, uintptr_t ending_padding_len, struct RustnnOperand **output)
	Apply the pad operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_slice (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const uint32_t *starts, uintptr_t starts_len, const uint32_t *sizes, uintptr_t sizes_len, struct RustnnOperand **output)
	Apply the slice operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_concat (struct RustnnGraphBuilder *builder, const struct RustnnOperand *const *inputs, uintptr_t inputs_len, uint32_t axis, struct RustnnOperand **output)
	Apply the concat operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_quantize_linear (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperand *scale, const struct RustnnOperand *zero_point, struct RustnnOperand **output)
	Apply the quantize linear operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_dequantize_linear (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperand *scale, const struct RustnnOperand *zero_point, struct RustnnOperand **output)
	Apply the dequantize linear operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_split (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const uint32_t *splits, uintptr_t splits_len, struct RustnnOperand **outputs, uintptr_t outputs_capacity, uintptr_t *outputs_len)
	Apply the split operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_split_equal (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, uint32_t num_splits, struct RustnnOperand **outputs, uintptr_t outputs_capacity, uintptr_t *outputs_len)
	Apply the split equal operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_gru (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperand *weight, const struct RustnnOperand *recurrent_weight, uint32_t steps, uint32_t hidden_size, struct RustnnOperand **outputs, uintptr_t outputs_capacity, uintptr_t *outputs_len)
	Apply the gru operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_gru_cell (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperand *weight, const struct RustnnOperand *recurrent_weight, const struct RustnnOperand *hidden_state, uint32_t hidden_size, struct RustnnOperand **output)
	Apply the gru cell operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_lstm (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperand *weight, const struct RustnnOperand *recurrent_weight, uint32_t steps, uint32_t hidden_size, struct RustnnOperand **outputs, uintptr_t outputs_capacity, uintptr_t *outputs_len)
	Apply the lstm operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_lstm_cell (struct RustnnGraphBuilder *builder, const struct RustnnOperand *input, const struct RustnnOperand *weight, const struct RustnnOperand *recurrent_weight, const struct RustnnOperand *hidden_state, const struct RustnnOperand *cell_state, uint32_t hidden_size, struct RustnnOperand **outputs, uintptr_t outputs_capacity, uintptr_t *outputs_len)
	Apply the lstm cell operation using [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_build (struct RustnnGraphBuilder **builder, const struct RustnnNamedOperand *outputs, uintptr_t outputs_len, struct RustnnGraph **graph)
	Compile a runtime-backed [MLGraphBuilder] into an [MLGraph] and consume it, setting builder to null.
void	rustnn_graph_destroy (struct RustnnGraph *graph)
	Release an [MLGraph] handle.
enum RustnnStatus	rustnn_context_dispatch (struct RustnnContext *context, struct RustnnGraph *graph, const struct RustnnNamedTensor *inputs, uintptr_t inputs_len, const struct RustnnNamedTensor *outputs, uintptr_t outputs_len)
	Run an [MLGraph] through [MLContext] with named input and output tensors.
enum RustnnStatus	rustnn_graph_builder_operand_shape (struct RustnnGraphBuilder *builder, const struct RustnnOperand *operand, uint64_t *dimensions, uintptr_t dimensions_capacity, uintptr_t *dimensions_len)
	Copy an [MLOperand] shape from [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_operand_data_type (struct RustnnGraphBuilder *builder, const struct RustnnOperand *operand, enum RustnnDataType *data_type)
	Read an [MLOperand] data type from [MLGraphBuilder].
enum RustnnStatus	rustnn_graph_builder_webnn_text (const struct RustnnGraphBuilder *builder, const struct RustnnNamedOperand *outputs, uintptr_t outputs_len, char **text)
	Serialize [MLGraphBuilder] output operands as rustnn WebNN text.
void	rustnn_string_destroy (char *value)
	Release a string returned by this C API.

Typedef Documentation

RustnnBackend

typedef enum RustnnBackend RustnnBackend

Backend hint for [MLContextOptions], wrapping [Backend].

Automatic leaves backend selection to rustnn.

RustnnBackendDevice

typedef struct RustnnBackendDevice RustnnBackendDevice

C representation of [BackendDevice].

device_index is the ONNX execution-provider device index or TensorRT CUDA device index. It must be zero for the other backends, whose Rust device variants do not carry an index.

RustnnBinaryOperation

typedef enum RustnnBinaryOperation RustnnBinaryOperation

Implementation detail of the C++ API.

RustnnContext

typedef struct RustnnContext RustnnContext

Opaque handle wrapping [MLContext].

See WebNN context.

Definition at line 228 of file rustnn.h.

RustnnContextOptions

typedef struct RustnnContextOptions RustnnContextOptions

C representation of [MLContextOptions].

See WebNN context options.

RustnnDataType

typedef enum RustnnDataType RustnnDataType

C representation of [MLOperandDataType].

See WebNN operand data types.

RustnnDeviceType

typedef enum RustnnDeviceType RustnnDeviceType

C representation of [DeviceType] for a [BackendDevice] hint.

RustnnGraph

typedef struct RustnnGraph RustnnGraph

Opaque handle wrapping [MLGraph].

See WebNN graph.

Definition at line 235 of file rustnn.h.

RustnnGraphBuilder

typedef struct RustnnGraphBuilder RustnnGraphBuilder

Opaque handle wrapping [MLGraphBuilder].

See WebNN graph builder.

Definition at line 242 of file rustnn.h.

RustnnNamedOperand

typedef struct RustnnNamedOperand RustnnNamedOperand

Name and operand pair used to form [MLNamedOperands].

See WebNN named operands.

RustnnNamedTensor

typedef struct RustnnNamedTensor RustnnNamedTensor

Name and tensor pair used to form [MLNamedTensors].

See WebNN named tensors.

RustnnOperand

typedef struct RustnnOperand RustnnOperand

Opaque handle wrapping [MLOperand].

See WebNN operand.

Definition at line 249 of file rustnn.h.

RustnnOperandDescriptor

typedef struct RustnnOperandDescriptor RustnnOperandDescriptor

Opaque handle wrapping [MLOperandDescriptor].

See WebNN operand descriptor.

Definition at line 256 of file rustnn.h.

RustnnOperatorOptions

typedef struct RustnnOperatorOptions RustnnOperatorOptions

C representation of [MLOperatorOptions] shared by the operations exposed by this ABI.

A null label is equivalent to an empty label.

See WebNN operator options.

RustnnOptions

typedef struct RustnnOptions RustnnOptions

C representation of [RustNNOptions].

The other backend option structures in the Rust API are currently empty, so TensorRT is the only member with settings.

RustnnPowerPreference

typedef enum RustnnPowerPreference RustnnPowerPreference

C representation of [MLPowerPreference].

See WebNN power preference.

RustnnStatus

typedef enum RustnnStatus RustnnStatus

Result of a C API call.

Call rustnn_last_error_message for failure details.

RustnnTensor

typedef struct RustnnTensor RustnnTensor

Opaque handle wrapping [MLTensor].

See WebNN tensor.

Definition at line 263 of file rustnn.h.

RustnnTensorDescriptor

typedef struct RustnnTensorDescriptor RustnnTensorDescriptor

Opaque handle wrapping [MLTensorDescriptor].

See WebNN tensor descriptor.

Definition at line 270 of file rustnn.h.

RustnnTernaryOperation

typedef enum RustnnTernaryOperation RustnnTernaryOperation

Implementation detail of the C++ API.

RustnnTrtxOptions

typedef struct RustnnTrtxOptions RustnnTrtxOptions

C representation of [TrtxOptions].

RustnnUnaryOperation

typedef enum RustnnUnaryOperation RustnnUnaryOperation

Implementation detail of the C++ API.

Enumeration Type Documentation

RustnnBackend

enum RustnnBackend

Backend hint for [MLContextOptions], wrapping [Backend].

Automatic leaves backend selection to rustnn.

Enumerator
RustnnBackend_Automatic	Select a backend automatically.
RustnnBackend_Onnx	Use ONNX Runtime.
RustnnBackend_Trtx	Use TensorRT-RTX.
RustnnBackend_Coreml	Use CoreML.
RustnnBackend_Litert	Use LiteRT.
RustnnBackend_Cann	Use CANN.

Definition at line 80 of file rustnn.h.

RustnnBinaryOperation

enum RustnnBinaryOperation

Implementation detail of the C++ API.

Enumerator
RustnnBinaryOperation_Add
RustnnBinaryOperation_Sub
RustnnBinaryOperation_Mul
RustnnBinaryOperation_Div
RustnnBinaryOperation_Pow
RustnnBinaryOperation_Max
RustnnBinaryOperation_Min
RustnnBinaryOperation_Equal
RustnnBinaryOperation_Greater
RustnnBinaryOperation_GreaterOrEqual
RustnnBinaryOperation_Lesser
RustnnBinaryOperation_LesserOrEqual
RustnnBinaryOperation_NotEqual
RustnnBinaryOperation_LogicalAnd
RustnnBinaryOperation_LogicalOr
RustnnBinaryOperation_LogicalXor
RustnnBinaryOperation_Matmul
RustnnBinaryOperation_Gemm
RustnnBinaryOperation_Conv2d
RustnnBinaryOperation_ConvTranspose2d
RustnnBinaryOperation_Gather
RustnnBinaryOperation_GatherElements
RustnnBinaryOperation_GatherNd
RustnnBinaryOperation_Prelu

Definition at line 186 of file rustnn.h.

RustnnDataType

enum RustnnDataType

C representation of [MLOperandDataType].

See WebNN operand data types.

Enumerator
RustnnDataType_Float32
RustnnDataType_Float16
RustnnDataType_Int32
RustnnDataType_Uint32
RustnnDataType_Int64
RustnnDataType_Uint64
RustnnDataType_Int8
RustnnDataType_Uint8
RustnnDataType_Int4
RustnnDataType_Uint4

Definition at line 43 of file rustnn.h.

RustnnDeviceType

enum RustnnDeviceType

C representation of [DeviceType] for a [BackendDevice] hint.

Enumerator
RustnnDeviceType_Cpu	CPU device.
RustnnDeviceType_Gpu	GPU device.
RustnnDeviceType_Npu	NPU device.

Definition at line 110 of file rustnn.h.

RustnnPowerPreference

enum RustnnPowerPreference

C representation of [MLPowerPreference].

See WebNN power preference.

Enumerator
RustnnPowerPreference_Default	Use the default power preference.
RustnnPowerPreference_HighPerformance	Prefer high performance.
RustnnPowerPreference_LowPower	Prefer low power.

Definition at line 61 of file rustnn.h.

RustnnStatus

enum RustnnStatus

Result of a C API call.

Call rustnn_last_error_message for failure details.

Enumerator
RustnnStatus_Success	The call completed successfully.
RustnnStatus_NullPointer	A required pointer was null.
RustnnStatus_InvalidUtf8	A supplied string was not valid UTF-8.
RustnnStatus_InvalidArgument	A supplied argument was invalid.
RustnnStatus_Error	The wrapped Rust operation returned an error.
RustnnStatus_Panic	The wrapped Rust operation panicked.

Definition at line 11 of file rustnn.h.

RustnnTernaryOperation

enum RustnnTernaryOperation

Implementation detail of the C++ API.

Enumerator
RustnnTernaryOperation_BatchNormalization
RustnnTernaryOperation_Where
RustnnTernaryOperation_ScatterElements
RustnnTernaryOperation_ScatterNd

Definition at line 216 of file rustnn.h.

RustnnUnaryOperation

enum RustnnUnaryOperation

Implementation detail of the C++ API.

Enumerator
RustnnUnaryOperation_Abs
RustnnUnaryOperation_RoundEven
RustnnUnaryOperation_Ceil
RustnnUnaryOperation_Cos
RustnnUnaryOperation_Exp
RustnnUnaryOperation_Floor
RustnnUnaryOperation_Gelu
RustnnUnaryOperation_Log
RustnnUnaryOperation_Neg
RustnnUnaryOperation_Relu
RustnnUnaryOperation_Sigmoid
RustnnUnaryOperation_Sin
RustnnUnaryOperation_Sqrt
RustnnUnaryOperation_Tan
RustnnUnaryOperation_Tanh
RustnnUnaryOperation_Erf
RustnnUnaryOperation_Reciprocal
RustnnUnaryOperation_Sign
RustnnUnaryOperation_LogicalNot
RustnnUnaryOperation_Identity
RustnnUnaryOperation_Softplus
RustnnUnaryOperation_Softsign
RustnnUnaryOperation_IsNan
RustnnUnaryOperation_IsInfinite
RustnnUnaryOperation_Shape
RustnnUnaryOperation_Elu
RustnnUnaryOperation_HardSigmoid
RustnnUnaryOperation_HardSwish
RustnnUnaryOperation_LeakyRelu
RustnnUnaryOperation_Linear
RustnnUnaryOperation_Clamp
RustnnUnaryOperation_InstanceNormalization
RustnnUnaryOperation_LayerNormalization
RustnnUnaryOperation_Resample2d
RustnnUnaryOperation_Reverse
RustnnUnaryOperation_Triangular
RustnnUnaryOperation_AveragePool2d
RustnnUnaryOperation_MaxPool2d
RustnnUnaryOperation_L2Pool2d
RustnnUnaryOperation_ReduceSum
RustnnUnaryOperation_ReduceMean
RustnnUnaryOperation_ReduceMax
RustnnUnaryOperation_ReduceMin
RustnnUnaryOperation_ReduceProduct
RustnnUnaryOperation_ReduceL1
RustnnUnaryOperation_ReduceL2
RustnnUnaryOperation_ReduceLogSum
RustnnUnaryOperation_ReduceLogSumExp
RustnnUnaryOperation_ReduceSumSquare
RustnnUnaryOperation_Transpose
RustnnUnaryOperation_Squeeze
RustnnUnaryOperation_Unsqueeze

Definition at line 128 of file rustnn.h.

Function Documentation

rustnn_context_create()

enum RustnnStatus rustnn_context_create	(	const struct RustnnContextOptions *	options,
		struct RustnnContext **	output
	)

Create an [MLContext].

A null options pointer uses the default WebNN hints.

See WebNN specification.

rustnn_context_create_tensor()

enum RustnnStatus rustnn_context_create_tensor	(	struct RustnnContext *	context,
		const struct RustnnTensorDescriptor *	descriptor,
		struct RustnnTensor **	output
	)

Allocate an [MLTensor] from an [MLTensorDescriptor].

See WebNN specification.

rustnn_context_destroy()

void rustnn_context_destroy

(

struct RustnnContext *

context

)

Release an [MLContext] handle.

A null pointer is accepted.

See WebNN specification.

rustnn_context_dispatch()

enum RustnnStatus rustnn_context_dispatch	(	struct RustnnContext *	context,
		struct RustnnGraph *	graph,
		const struct RustnnNamedTensor *	inputs,
		uintptr_t	inputs_len,
		const struct RustnnNamedTensor *	outputs,
		uintptr_t	outputs_len
	)

Run an [MLGraph] through [MLContext] with named input and output tensors.

See WebNN specification.

rustnn_context_options_default()

struct RustnnContextOptions rustnn_context_options_default

(

void

)

Return the default [MLContextOptions].

See WebNN specification.

rustnn_context_read_tensor()

enum RustnnStatus rustnn_context_read_tensor	(	struct RustnnContext *	context,
		const struct RustnnTensor *	tensor,
		void *	data,
		uintptr_t	data_len
	)

Copy bytes from an [MLTensor] through [MLContext].

See WebNN specification.

rustnn_context_write_tensor()

enum RustnnStatus rustnn_context_write_tensor	(	struct RustnnContext *	context,
		const struct RustnnTensor *	tensor,
		const void *	data,
		uintptr_t	data_len
	)

Copy bytes into an [MLTensor] through [MLContext].

See WebNN specification.

rustnn_graph_builder_abs()

enum RustnnStatus rustnn_graph_builder_abs	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the abs operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_abs_with_options()

enum RustnnStatus rustnn_graph_builder_abs_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the abs operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_add()

enum RustnnStatus rustnn_graph_builder_add	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the add operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_add_with_options()

enum RustnnStatus rustnn_graph_builder_add_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the add operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_arg_max()

enum RustnnStatus rustnn_graph_builder_arg_max	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		uint32_t	axis,
		struct RustnnOperand **	output
	)

Apply the arg max operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_arg_min()

enum RustnnStatus rustnn_graph_builder_arg_min	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		uint32_t	axis,
		struct RustnnOperand **	output
	)

Apply the arg min operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_average_pool2d()

enum RustnnStatus rustnn_graph_builder_average_pool2d	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the average pool2d operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_batch_normalization()

enum RustnnStatus rustnn_graph_builder_batch_normalization	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	first,
		const struct RustnnOperand *	second,
		const struct RustnnOperand *	third,
		struct RustnnOperand **	output
	)

Apply the batch normalization operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_binary()

enum RustnnStatus rustnn_graph_builder_binary	(	struct RustnnGraphBuilder *	builder,
		enum RustnnBinaryOperation	operation,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply a selected binary operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_binary_with_options()

enum RustnnStatus rustnn_graph_builder_binary_with_options	(	struct RustnnGraphBuilder *	builder,
		enum RustnnBinaryOperation	operation,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Implementation detail of the C++ API.

rustnn_graph_builder_build()

enum RustnnStatus rustnn_graph_builder_build	(	struct RustnnGraphBuilder **	builder,
		const struct RustnnNamedOperand *	outputs,
		uintptr_t	outputs_len,
		struct RustnnGraph **	graph
	)

Compile a runtime-backed [MLGraphBuilder] into an [MLGraph] and consume it, setting builder to null.

The originating context must outlive the returned graph. See WebNN specification.

rustnn_graph_builder_cast()

enum RustnnStatus rustnn_graph_builder_cast	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		enum RustnnDataType	data_type,
		struct RustnnOperand **	output
	)

Apply the cast operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_ceil()

enum RustnnStatus rustnn_graph_builder_ceil	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the ceil operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_ceil_with_options()

enum RustnnStatus rustnn_graph_builder_ceil_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the ceil operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_clamp()

enum RustnnStatus rustnn_graph_builder_clamp	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the clamp operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_concat()

enum RustnnStatus rustnn_graph_builder_concat	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *const *	inputs,
		uintptr_t	inputs_len,
		uint32_t	axis,
		struct RustnnOperand **	output
	)

Apply the concat operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_constant()

enum RustnnStatus rustnn_graph_builder_constant	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperandDescriptor *	descriptor,
		const void *	data,
		uintptr_t	data_len,
		struct RustnnOperand **	output
	)

Create a constant [MLOperand] from descriptor and bytes on [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_conv2d()

enum RustnnStatus rustnn_graph_builder_conv2d	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the conv2d operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_conv_transpose2d()

enum RustnnStatus rustnn_graph_builder_conv_transpose2d	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the conv transpose2d operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_cos()

enum RustnnStatus rustnn_graph_builder_cos	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the cos operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_cos_with_options()

enum RustnnStatus rustnn_graph_builder_cos_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the cos operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_create()

enum RustnnStatus rustnn_graph_builder_create	(	struct RustnnContext *	context,
		struct RustnnGraphBuilder **	output
	)

Create a runtime-backed [MLGraphBuilder] that exclusively borrows context.

The context must remain alive and must not be used until this builder is consumed by rustnn_graph_builder_build or destroyed. See WebNN specification.

rustnn_graph_builder_create_uncompiled()

enum RustnnStatus rustnn_graph_builder_create_uncompiled

(

struct RustnnGraphBuilder **

output

)

Create an uncompiled [MLGraphBuilder] for graph construction and serialization.

rustnn_graph_builder_cumulative_sum()

enum RustnnStatus rustnn_graph_builder_cumulative_sum	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		uint32_t	axis,
		struct RustnnOperand **	output
	)

Apply the cumulative sum operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_dequantize_linear()

enum RustnnStatus rustnn_graph_builder_dequantize_linear	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperand *	scale,
		const struct RustnnOperand *	zero_point,
		struct RustnnOperand **	output
	)

Apply the dequantize linear operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_destroy()

void rustnn_graph_builder_destroy

(

struct RustnnGraphBuilder *

builder

)

Release an [MLGraphBuilder] handle.

A null pointer is accepted.

rustnn_graph_builder_divide()

enum RustnnStatus rustnn_graph_builder_divide	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the divide operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_divide_with_options()

enum RustnnStatus rustnn_graph_builder_divide_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the divide operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_elu()

enum RustnnStatus rustnn_graph_builder_elu	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the elu operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_equal()

enum RustnnStatus rustnn_graph_builder_equal	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the equal operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_equal_with_options()

enum RustnnStatus rustnn_graph_builder_equal_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the equal operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_erf()

enum RustnnStatus rustnn_graph_builder_erf	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the erf operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_erf_with_options()

enum RustnnStatus rustnn_graph_builder_erf_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the erf operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_exp()

enum RustnnStatus rustnn_graph_builder_exp	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the exp operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_exp_with_options()

enum RustnnStatus rustnn_graph_builder_exp_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the exp operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_expand()

enum RustnnStatus rustnn_graph_builder_expand	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const uint32_t *	new_shape,
		uintptr_t	new_shape_len,
		struct RustnnOperand **	output
	)

Apply the expand operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_floor()

enum RustnnStatus rustnn_graph_builder_floor	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the floor operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_floor_with_options()

enum RustnnStatus rustnn_graph_builder_floor_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the floor operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_gather()

enum RustnnStatus rustnn_graph_builder_gather	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the gather operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_gather_elements()

enum RustnnStatus rustnn_graph_builder_gather_elements	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the gather elements operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_gather_nd()

enum RustnnStatus rustnn_graph_builder_gather_nd	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the gather nd operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_gelu()

enum RustnnStatus rustnn_graph_builder_gelu	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the gelu operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_gelu_with_options()

enum RustnnStatus rustnn_graph_builder_gelu_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the gelu operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_gemm()

enum RustnnStatus rustnn_graph_builder_gemm	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the gemm operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_greater()

enum RustnnStatus rustnn_graph_builder_greater	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the greater operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_greater_or_equal()

enum RustnnStatus rustnn_graph_builder_greater_or_equal	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the greater or equal operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_greater_or_equal_with_options()

enum RustnnStatus rustnn_graph_builder_greater_or_equal_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the greater or equal operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_greater_with_options()

enum RustnnStatus rustnn_graph_builder_greater_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the greater operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_gru()

enum RustnnStatus rustnn_graph_builder_gru	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperand *	weight,
		const struct RustnnOperand *	recurrent_weight,
		uint32_t	steps,
		uint32_t	hidden_size,
		struct RustnnOperand **	outputs,
		uintptr_t	outputs_capacity,
		uintptr_t *	outputs_len
	)

Apply the gru operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_gru_cell()

enum RustnnStatus rustnn_graph_builder_gru_cell	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperand *	weight,
		const struct RustnnOperand *	recurrent_weight,
		const struct RustnnOperand *	hidden_state,
		uint32_t	hidden_size,
		struct RustnnOperand **	output
	)

Apply the gru cell operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_hard_sigmoid()

enum RustnnStatus rustnn_graph_builder_hard_sigmoid	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the hard sigmoid operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_hard_swish()

enum RustnnStatus rustnn_graph_builder_hard_swish	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the hard swish operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_identity()

enum RustnnStatus rustnn_graph_builder_identity	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the identity operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_identity_with_options()

enum RustnnStatus rustnn_graph_builder_identity_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the identity operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_input()

enum RustnnStatus rustnn_graph_builder_input	(	struct RustnnGraphBuilder *	builder,
		const char *	name,
		const struct RustnnOperandDescriptor *	descriptor,
		struct RustnnOperand **	output
	)

Declare a named input [MLOperand] on [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_instance_normalization()

enum RustnnStatus rustnn_graph_builder_instance_normalization	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the instance normalization operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_is_infinite()

enum RustnnStatus rustnn_graph_builder_is_infinite	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the is infinite operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_is_infinite_with_options()

enum RustnnStatus rustnn_graph_builder_is_infinite_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the is infinite operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_is_nan()

enum RustnnStatus rustnn_graph_builder_is_nan	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the is nan operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_is_nan_with_options()

enum RustnnStatus rustnn_graph_builder_is_nan_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the is nan operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_l2_pool2d()

enum RustnnStatus rustnn_graph_builder_l2_pool2d	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the l2 pool2d operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_layer_normalization()

enum RustnnStatus rustnn_graph_builder_layer_normalization	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the layer normalization operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_leaky_relu()

enum RustnnStatus rustnn_graph_builder_leaky_relu	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the leaky relu operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_lesser()

enum RustnnStatus rustnn_graph_builder_lesser	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the lesser operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_lesser_or_equal()

enum RustnnStatus rustnn_graph_builder_lesser_or_equal	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the lesser or equal operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_lesser_or_equal_with_options()

enum RustnnStatus rustnn_graph_builder_lesser_or_equal_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the lesser or equal operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_lesser_with_options()

enum RustnnStatus rustnn_graph_builder_lesser_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the lesser operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_linear()

enum RustnnStatus rustnn_graph_builder_linear	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the linear operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_log()

enum RustnnStatus rustnn_graph_builder_log	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the log operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_log_with_options()

enum RustnnStatus rustnn_graph_builder_log_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the log operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_logical_and()

enum RustnnStatus rustnn_graph_builder_logical_and	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the logical and operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_logical_and_with_options()

enum RustnnStatus rustnn_graph_builder_logical_and_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the logical and operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_logical_not()

enum RustnnStatus rustnn_graph_builder_logical_not	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the logical not operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_logical_not_with_options()

enum RustnnStatus rustnn_graph_builder_logical_not_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the logical not operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_logical_or()

enum RustnnStatus rustnn_graph_builder_logical_or	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the logical or operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_logical_or_with_options()

enum RustnnStatus rustnn_graph_builder_logical_or_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the logical or operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_logical_xor()

enum RustnnStatus rustnn_graph_builder_logical_xor	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the logical xor operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_logical_xor_with_options()

enum RustnnStatus rustnn_graph_builder_logical_xor_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the logical xor operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_lstm()

enum RustnnStatus rustnn_graph_builder_lstm	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperand *	weight,
		const struct RustnnOperand *	recurrent_weight,
		uint32_t	steps,
		uint32_t	hidden_size,
		struct RustnnOperand **	outputs,
		uintptr_t	outputs_capacity,
		uintptr_t *	outputs_len
	)

Apply the lstm operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_lstm_cell()

enum RustnnStatus rustnn_graph_builder_lstm_cell	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperand *	weight,
		const struct RustnnOperand *	recurrent_weight,
		const struct RustnnOperand *	hidden_state,
		const struct RustnnOperand *	cell_state,
		uint32_t	hidden_size,
		struct RustnnOperand **	outputs,
		uintptr_t	outputs_capacity,
		uintptr_t *	outputs_len
	)

Apply the lstm cell operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_matmul()

enum RustnnStatus rustnn_graph_builder_matmul	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the matmul operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_matmul_with_options()

enum RustnnStatus rustnn_graph_builder_matmul_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the matmul operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_max_pool2d()

enum RustnnStatus rustnn_graph_builder_max_pool2d	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the max pool2d operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_maximum()

enum RustnnStatus rustnn_graph_builder_maximum	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the maximum operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_maximum_with_options()

enum RustnnStatus rustnn_graph_builder_maximum_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the maximum operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_minimum()

enum RustnnStatus rustnn_graph_builder_minimum	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the minimum operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_minimum_with_options()

enum RustnnStatus rustnn_graph_builder_minimum_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the minimum operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_multiply()

enum RustnnStatus rustnn_graph_builder_multiply	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the multiply operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_multiply_with_options()

enum RustnnStatus rustnn_graph_builder_multiply_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the multiply operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_negate()

enum RustnnStatus rustnn_graph_builder_negate	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the negate operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_negate_with_options()

enum RustnnStatus rustnn_graph_builder_negate_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the negate operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_not_equal()

enum RustnnStatus rustnn_graph_builder_not_equal	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the not equal operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_not_equal_with_options()

enum RustnnStatus rustnn_graph_builder_not_equal_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the not equal operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_operand_data_type()

enum RustnnStatus rustnn_graph_builder_operand_data_type	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	operand,
		enum RustnnDataType *	data_type
	)

Read an [MLOperand] data type from [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_operand_shape()

enum RustnnStatus rustnn_graph_builder_operand_shape	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	operand,
		uint64_t *	dimensions,
		uintptr_t	dimensions_capacity,
		uintptr_t *	dimensions_len
	)

Copy an [MLOperand] shape from [MLGraphBuilder].

Set dimensions to null and capacity to zero to query the required length.

See WebNN specification.

rustnn_graph_builder_pad()

enum RustnnStatus rustnn_graph_builder_pad	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const uint32_t *	beginning_padding,
		uintptr_t	beginning_padding_len,
		const uint32_t *	ending_padding,
		uintptr_t	ending_padding_len,
		struct RustnnOperand **	output
	)

Apply the pad operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_power()

enum RustnnStatus rustnn_graph_builder_power	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the power operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_power_with_options()

enum RustnnStatus rustnn_graph_builder_power_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the power operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_prelu()

enum RustnnStatus rustnn_graph_builder_prelu	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the prelu operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_quantize_linear()

enum RustnnStatus rustnn_graph_builder_quantize_linear	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperand *	scale,
		const struct RustnnOperand *	zero_point,
		struct RustnnOperand **	output
	)

Apply the quantize linear operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reciprocal()

enum RustnnStatus rustnn_graph_builder_reciprocal	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reciprocal operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reciprocal_with_options()

enum RustnnStatus rustnn_graph_builder_reciprocal_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the reciprocal operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_reduce_l1()

enum RustnnStatus rustnn_graph_builder_reduce_l1	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce l1 operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_l2()

enum RustnnStatus rustnn_graph_builder_reduce_l2	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce l2 operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_log_sum()

enum RustnnStatus rustnn_graph_builder_reduce_log_sum	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce log sum operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_log_sum_exp()

enum RustnnStatus rustnn_graph_builder_reduce_log_sum_exp	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce log sum exp operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_max()

enum RustnnStatus rustnn_graph_builder_reduce_max	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce max operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_mean()

enum RustnnStatus rustnn_graph_builder_reduce_mean	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce mean operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_min()

enum RustnnStatus rustnn_graph_builder_reduce_min	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce min operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_product()

enum RustnnStatus rustnn_graph_builder_reduce_product	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce product operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_sum()

enum RustnnStatus rustnn_graph_builder_reduce_sum	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce sum operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reduce_sum_square()

enum RustnnStatus rustnn_graph_builder_reduce_sum_square	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reduce sum square operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_relu()

enum RustnnStatus rustnn_graph_builder_relu	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the relu operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_relu_with_options()

enum RustnnStatus rustnn_graph_builder_relu_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the relu operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_resample2d()

enum RustnnStatus rustnn_graph_builder_resample2d	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the resample2d operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reshape()

enum RustnnStatus rustnn_graph_builder_reshape	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const uint32_t *	new_shape,
		uintptr_t	new_shape_len,
		struct RustnnOperand **	output
	)

Apply the reshape operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_reverse()

enum RustnnStatus rustnn_graph_builder_reverse	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the reverse operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_round_even()

enum RustnnStatus rustnn_graph_builder_round_even	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the round even operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_round_even_with_options()

enum RustnnStatus rustnn_graph_builder_round_even_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the round even operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_scatter_elements()

enum RustnnStatus rustnn_graph_builder_scatter_elements	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	first,
		const struct RustnnOperand *	second,
		const struct RustnnOperand *	third,
		struct RustnnOperand **	output
	)

Apply the scatter elements operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_scatter_nd()

enum RustnnStatus rustnn_graph_builder_scatter_nd	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	first,
		const struct RustnnOperand *	second,
		const struct RustnnOperand *	third,
		struct RustnnOperand **	output
	)

Apply the scatter nd operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_shape()

enum RustnnStatus rustnn_graph_builder_shape	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the shape operation using [MLGraphBuilder].

This is an extension proposed in https://github.com/webmachinelearning/webnn/pull/945

rustnn_graph_builder_shape_with_options()

enum RustnnStatus rustnn_graph_builder_shape_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the shape operation using [MLGraphBuilder].

This is an extension proposed in https://github.com/webmachinelearning/webnn/pull/945

rustnn_graph_builder_sigmoid()

enum RustnnStatus rustnn_graph_builder_sigmoid	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the sigmoid operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_sigmoid_with_options()

enum RustnnStatus rustnn_graph_builder_sigmoid_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the sigmoid operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_sign()

enum RustnnStatus rustnn_graph_builder_sign	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the sign operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_sign_with_options()

enum RustnnStatus rustnn_graph_builder_sign_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the sign operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_sin()

enum RustnnStatus rustnn_graph_builder_sin	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the sin operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_sin_with_options()

enum RustnnStatus rustnn_graph_builder_sin_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the sin operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_slice()

enum RustnnStatus rustnn_graph_builder_slice	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const uint32_t *	starts,
		uintptr_t	starts_len,
		const uint32_t *	sizes,
		uintptr_t	sizes_len,
		struct RustnnOperand **	output
	)

Apply the slice operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_softmax()

enum RustnnStatus rustnn_graph_builder_softmax	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		uint32_t	axis,
		struct RustnnOperand **	output
	)

Apply the softmax operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_softplus()

enum RustnnStatus rustnn_graph_builder_softplus	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the softplus operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_softplus_with_options()

enum RustnnStatus rustnn_graph_builder_softplus_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the softplus operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_softsign()

enum RustnnStatus rustnn_graph_builder_softsign	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the softsign operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_softsign_with_options()

enum RustnnStatus rustnn_graph_builder_softsign_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the softsign operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_split()

enum RustnnStatus rustnn_graph_builder_split	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const uint32_t *	splits,
		uintptr_t	splits_len,
		struct RustnnOperand **	outputs,
		uintptr_t	outputs_capacity,
		uintptr_t *	outputs_len
	)

Apply the split operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_split_equal()

enum RustnnStatus rustnn_graph_builder_split_equal	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		uint32_t	num_splits,
		struct RustnnOperand **	outputs,
		uintptr_t	outputs_capacity,
		uintptr_t *	outputs_len
	)

Apply the split equal operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_sqrt()

enum RustnnStatus rustnn_graph_builder_sqrt	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the sqrt operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_sqrt_with_options()

enum RustnnStatus rustnn_graph_builder_sqrt_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the sqrt operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_squeeze()

enum RustnnStatus rustnn_graph_builder_squeeze	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the squeeze operation using [MLGraphBuilder].

See WebNN operator emulation.

rustnn_graph_builder_subtract()

enum RustnnStatus rustnn_graph_builder_subtract	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		struct RustnnOperand **	output
	)

Apply the subtract operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_subtract_with_options()

enum RustnnStatus rustnn_graph_builder_subtract_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	lhs,
		const struct RustnnOperand *	rhs,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the subtract operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_tan()

enum RustnnStatus rustnn_graph_builder_tan	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the tan operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_tan_with_options()

enum RustnnStatus rustnn_graph_builder_tan_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the tan operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_tanh()

enum RustnnStatus rustnn_graph_builder_tanh	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the tanh operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_tanh_with_options()

enum RustnnStatus rustnn_graph_builder_tanh_with_options	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Apply the tanh operation using [MLGraphBuilder] with a label.

See WebNN specification.

rustnn_graph_builder_ternary()

enum RustnnStatus rustnn_graph_builder_ternary	(	struct RustnnGraphBuilder *	builder,
		enum RustnnTernaryOperation	operation,
		const struct RustnnOperand *	first,
		const struct RustnnOperand *	second,
		const struct RustnnOperand *	third,
		struct RustnnOperand **	output
	)

Apply a selected ternary operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_tile()

enum RustnnStatus rustnn_graph_builder_tile	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		const uint32_t *	repetitions,
		uintptr_t	repetitions_len,
		struct RustnnOperand **	output
	)

Apply the tile operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_transpose()

enum RustnnStatus rustnn_graph_builder_transpose	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the transpose operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_triangular()

enum RustnnStatus rustnn_graph_builder_triangular	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the triangular operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_unary()

enum RustnnStatus rustnn_graph_builder_unary	(	struct RustnnGraphBuilder *	builder,
		enum RustnnUnaryOperation	operation,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply a selected unary operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_builder_unary_with_options()

enum RustnnStatus rustnn_graph_builder_unary_with_options	(	struct RustnnGraphBuilder *	builder,
		enum RustnnUnaryOperation	operation,
		const struct RustnnOperand *	input,
		const struct RustnnOperatorOptions *	options,
		struct RustnnOperand **	output
	)

Implementation detail of the C++ API.

rustnn_graph_builder_unsqueeze()

enum RustnnStatus rustnn_graph_builder_unsqueeze	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	input,
		struct RustnnOperand **	output
	)

Apply the unsqueeze operation using [MLGraphBuilder].

See WebNN operator emulation.

rustnn_graph_builder_webnn_text()

enum RustnnStatus rustnn_graph_builder_webnn_text	(	const struct RustnnGraphBuilder *	builder,
		const struct RustnnNamedOperand *	outputs,
		uintptr_t	outputs_len,
		char **	text
	)

Serialize [MLGraphBuilder] output operands as rustnn WebNN text.

Release the returned string with rustnn_string_destroy.

rustnn_graph_builder_where()

enum RustnnStatus rustnn_graph_builder_where	(	struct RustnnGraphBuilder *	builder,
		const struct RustnnOperand *	first,
		const struct RustnnOperand *	second,
		const struct RustnnOperand *	third,
		struct RustnnOperand **	output
	)

Apply the where operation using [MLGraphBuilder].

See WebNN specification.

rustnn_graph_destroy()

void rustnn_graph_destroy

(

struct RustnnGraph *

graph

)

Release an [MLGraph] handle.

A null pointer is accepted.

See WebNN specification.

rustnn_init_logger()

void rustnn_init_logger

(

void

)

Install rustnn's pretty_env_logger global logger if no logger is installed yet.

Set RUST_LOG before calling this function. Repeated calls are safe; calls made after another global logger has already been installed have no effect.

rustnn_last_error_message()

const char * rustnn_last_error_message

(

void

)

Return the last C API error message for this thread.

The pointer remains valid until the next error on this thread.

rustnn_operand_descriptor_create()

enum RustnnStatus rustnn_operand_descriptor_create	(	enum RustnnDataType	data_type,
		const uint64_t *	shape,
		uintptr_t	shape_len,
		struct RustnnOperandDescriptor **	output
	)

Allocate an [MLOperandDescriptor] from a data type and shape.

See WebNN specification.

rustnn_operand_descriptor_destroy()

void rustnn_operand_descriptor_destroy

(

struct RustnnOperandDescriptor *

descriptor

)

Release an [MLOperandDescriptor] handle.

A null pointer is accepted.

See WebNN specification.

rustnn_operand_destroy()

void rustnn_operand_destroy

(

struct RustnnOperand *

operand

)

Release an [MLOperand] handle.

A null pointer is accepted.

rustnn_string_destroy()

void rustnn_string_destroy

(

char *

value

)

Release a string returned by this C API.

A null pointer is accepted.

rustnn_tensor_descriptor_create()

enum RustnnStatus rustnn_tensor_descriptor_create	(	enum RustnnDataType	data_type,
		const uint64_t *	shape,
		uintptr_t	shape_len,
		bool	readable,
		bool	writable,
		struct RustnnTensorDescriptor **	output
	)

Allocate an [MLTensorDescriptor].

See WebNN specification.

rustnn_tensor_descriptor_destroy()

void rustnn_tensor_descriptor_destroy

(

struct RustnnTensorDescriptor *

descriptor

)

Release an [MLTensorDescriptor] handle.

A null pointer is accepted.

See WebNN specification.

rustnn_tensor_destroy()

void rustnn_tensor_destroy

(

struct RustnnTensor *

tensor

)

Release an [MLTensor] handle.

A null pointer is accepted.

See WebNN specification.