configuration

package
v2.12.0 Latest Latest
Warning

This package is not in the latest version of its module.

 Go to latest Published: Dec 8, 2023 License: BSD-3-Clause Imports: 4 Imported by: 0

Documentation

Index

Constants

View Source 
const (
	Default_GPUSettings_EnableQuantizedInference = bool(true)
	Default_GPUSettings_InferencePriority1       = GPUInferencePriority_GPU_PRIORITY_AUTO
	Default_GPUSettings_InferencePriority2       = GPUInferencePriority_GPU_PRIORITY_AUTO
	Default_GPUSettings_InferencePriority3       = GPUInferencePriority_GPU_PRIORITY_AUTO
)

Default values for GPUSettings fields.

View Source 
const (
	Default_CoreMLSettings_MaxDelegatedPartitions = int32(0)
	Default_CoreMLSettings_MinNodesPerPartition   = int32(2)
)

Default values for CoreMLSettings fields.

View Source 
const (
	Default_EdgeTpuSettings_InferencePriority = int32(-1)
	Default_EdgeTpuSettings_QosClass          = EdgeTpuSettings_QOS_UNDEFINED
)

Default values for EdgeTpuSettings fields.

View Source 
const (
	Default_CPUSettings_NumThreads = int32(-1)
)

Default values for CPUSettings fields.

View Source 
const (
	Default_CoralSettings_Performance = CoralSettings_MAXIMUM
)

Default values for CoralSettings fields.

View Source 
const (
	Default_XNNPackSettings_Flags = XNNPackFlags_TFLITE_XNNPACK_DELEGATE_NO_FLAGS
)

Default values for XNNPackSettings fields.

Variables

View Source 
var (
	ExecutionPreference_name = map[int32]string{
		0: "ANY",
		1: "LOW_LATENCY",
		2: "LOW_POWER",
		3: "FORCE_CPU",
	}
	ExecutionPreference_value = map[string]int32{
		"ANY":         0,
		"LOW_LATENCY": 1,
		"LOW_POWER":   2,
		"FORCE_CPU":   3,
	}
)

Enum value maps for ExecutionPreference.

View Source 
var (
	Delegate_name = map[int32]string{
		0: "NONE",
		1: "NNAPI",
		2: "GPU",
		3: "HEXAGON",
		4: "XNNPACK",
		5: "EDGETPU",
		6: "EDGETPU_CORAL",
		7: "CORE_ML",
	}
	Delegate_value = map[string]int32{
		"NONE":          0,
		"NNAPI":         1,
		"GPU":           2,
		"HEXAGON":       3,
		"XNNPACK":       4,
		"EDGETPU":       5,
		"EDGETPU_CORAL": 6,
		"CORE_ML":       7,
	}
)

Enum value maps for Delegate.

View Source 
var (
	NNAPIExecutionPreference_name = map[int32]string{
		0: "UNDEFINED",
		1: "NNAPI_LOW_POWER",
		2: "NNAPI_FAST_SINGLE_ANSWER",
		3: "NNAPI_SUSTAINED_SPEED",
	}
	NNAPIExecutionPreference_value = map[string]int32{
		"UNDEFINED":                0,
		"NNAPI_LOW_POWER":          1,
		"NNAPI_FAST_SINGLE_ANSWER": 2,
		"NNAPI_SUSTAINED_SPEED":    3,
	}
)

Enum value maps for NNAPIExecutionPreference.

View Source 
var (
	NNAPIExecutionPriority_name = map[int32]string{
		0: "NNAPI_PRIORITY_UNDEFINED",
		1: "NNAPI_PRIORITY_LOW",
		2: "NNAPI_PRIORITY_MEDIUM",
		3: "NNAPI_PRIORITY_HIGH",
	}
	NNAPIExecutionPriority_value = map[string]int32{
		"NNAPI_PRIORITY_UNDEFINED": 0,
		"NNAPI_PRIORITY_LOW":       1,
		"NNAPI_PRIORITY_MEDIUM":    2,
		"NNAPI_PRIORITY_HIGH":      3,
	}
)

Enum value maps for NNAPIExecutionPriority.

View Source 
var (
	GPUBackend_name = map[int32]string{
		0: "UNSET",
		1: "OPENCL",
		2: "OPENGL",
	}
	GPUBackend_value = map[string]int32{
		"UNSET":  0,
		"OPENCL": 1,
		"OPENGL": 2,
	}
)

Enum value maps for GPUBackend.

View Source 
var (
	GPUInferencePriority_name = map[int32]string{
		0: "GPU_PRIORITY_AUTO",
		1: "GPU_PRIORITY_MAX_PRECISION",
		2: "GPU_PRIORITY_MIN_LATENCY",
		3: "GPU_PRIORITY_MIN_MEMORY_USAGE",
	}
	GPUInferencePriority_value = map[string]int32{
		"GPU_PRIORITY_AUTO":             0,
		"GPU_PRIORITY_MAX_PRECISION":    1,
		"GPU_PRIORITY_MIN_LATENCY":      2,
		"GPU_PRIORITY_MIN_MEMORY_USAGE": 3,
	}
)

Enum value maps for GPUInferencePriority.

View Source 
var (
	GPUInferenceUsage_name = map[int32]string{
		0: "GPU_INFERENCE_PREFERENCE_FAST_SINGLE_ANSWER",
		1: "GPU_INFERENCE_PREFERENCE_SUSTAINED_SPEED",
	}
	GPUInferenceUsage_value = map[string]int32{
		"GPU_INFERENCE_PREFERENCE_FAST_SINGLE_ANSWER": 0,
		"GPU_INFERENCE_PREFERENCE_SUSTAINED_SPEED":    1,
	}
)

Enum value maps for GPUInferenceUsage.

View Source 
var (
	XNNPackFlags_name = map[int32]string{
		0: "TFLITE_XNNPACK_DELEGATE_NO_FLAGS",
		1: "TFLITE_XNNPACK_DELEGATE_FLAG_QS8",
		2: "TFLITE_XNNPACK_DELEGATE_FLAG_QU8",
		3: "TFLITE_XNNPACK_DELEGATE_FLAG_QS8_QU8",
		4: "TFLITE_XNNPACK_DELEGATE_FLAG_FORCE_FP16",
	}
	XNNPackFlags_value = map[string]int32{
		"TFLITE_XNNPACK_DELEGATE_NO_FLAGS":        0,
		"TFLITE_XNNPACK_DELEGATE_FLAG_QS8":        1,
		"TFLITE_XNNPACK_DELEGATE_FLAG_QU8":        2,
		"TFLITE_XNNPACK_DELEGATE_FLAG_QS8_QU8":    3,
		"TFLITE_XNNPACK_DELEGATE_FLAG_FORCE_FP16": 4,
	}
)

Enum value maps for XNNPackFlags.

View Source 
var (
	EdgeTpuPowerState_name = map[int32]string{
		0: "UNDEFINED_POWERSTATE",
		1: "TPU_CORE_OFF",
		2: "READY",
		3: "ACTIVE_MIN_POWER",
		4: "ACTIVE_VERY_LOW_POWER",
		5: "ACTIVE_LOW_POWER",
		6: "ACTIVE",
		7: "OVER_DRIVE",
	}
	EdgeTpuPowerState_value = map[string]int32{
		"UNDEFINED_POWERSTATE":  0,
		"TPU_CORE_OFF":          1,
		"READY":                 2,
		"ACTIVE_MIN_POWER":      3,
		"ACTIVE_VERY_LOW_POWER": 4,
		"ACTIVE_LOW_POWER":      5,
		"ACTIVE":                6,
		"OVER_DRIVE":            7,
	}
)

Enum value maps for EdgeTpuPowerState.

View Source 
var (
	BenchmarkEventType_name = map[int32]string{
		0: "UNDEFINED_BENCHMARK_EVENT_TYPE",
		1: "START",
		2: "END",
		3: "ERROR",
		4: "LOGGED",
		5: "RECOVERED_ERROR",
	}
	BenchmarkEventType_value = map[string]int32{
		"UNDEFINED_BENCHMARK_EVENT_TYPE": 0,
		"START":                          1,
		"END":                            2,
		"ERROR":                          3,
		"LOGGED":                         4,
		"RECOVERED_ERROR":                5,
	}
)

Enum value maps for BenchmarkEventType.

View Source 
var (
	BenchmarkStage_name = map[int32]string{
		0: "UNKNOWN",
		1: "INITIALIZATION",
		2: "INFERENCE",
	}
	BenchmarkStage_value = map[string]int32{
		"UNKNOWN":        0,
		"INITIALIZATION": 1,
		"INFERENCE":      2,
	}
)

Enum value maps for BenchmarkStage.

View Source 
var (
	CoreMLSettings_EnabledDevices_name = map[int32]string{
		0: "DEVICES_ALL",
		1: "DEVICES_WITH_NEURAL_ENGINE",
	}
	CoreMLSettings_EnabledDevices_value = map[string]int32{
		"DEVICES_ALL":                0,
		"DEVICES_WITH_NEURAL_ENGINE": 1,
	}
)

Enum value maps for CoreMLSettings_EnabledDevices.

View Source 
var (
	EdgeTpuDeviceSpec_PlatformType_name = map[int32]string{
		0: "MMIO",
		1: "REFERENCE",
		2: "SIMULATOR",
		3: "REMOTE_SIMULATOR",
	}
	EdgeTpuDeviceSpec_PlatformType_value = map[string]int32{
		"MMIO":             0,
		"REFERENCE":        1,
		"SIMULATOR":        2,
		"REMOTE_SIMULATOR": 3,
	}
)

Enum value maps for EdgeTpuDeviceSpec_PlatformType.

View Source 
var (
	EdgeTpuSettings_FloatTruncationType_name = map[int32]string{
		0: "UNSPECIFIED",
		1: "NO_TRUNCATION",
		2: "BFLOAT16",
		3: "HALF",
	}
	EdgeTpuSettings_FloatTruncationType_value = map[string]int32{
		"UNSPECIFIED":   0,
		"NO_TRUNCATION": 1,
		"BFLOAT16":      2,
		"HALF":          3,
	}
)

Enum value maps for EdgeTpuSettings_FloatTruncationType.

View Source 
var (
	EdgeTpuSettings_QosClass_name = map[int32]string{
		0: "QOS_UNDEFINED",
		1: "BEST_EFFORT",
		2: "REALTIME",
	}
	EdgeTpuSettings_QosClass_value = map[string]int32{
		"QOS_UNDEFINED": 0,
		"BEST_EFFORT":   1,
		"REALTIME":      2,
	}
)

Enum value maps for EdgeTpuSettings_QosClass.

View Source 
var (
	CoralSettings_Performance_name = map[int32]string{
		0: "UNDEFINED",
		1: "MAXIMUM",
		2: "HIGH",
		3: "MEDIUM",
		4: "LOW",
	}
	CoralSettings_Performance_value = map[string]int32{
		"UNDEFINED": 0,
		"MAXIMUM":   1,
		"HIGH":      2,
		"MEDIUM":    3,
		"LOW":       4,
	}
)

Enum value maps for CoralSettings_Performance.

View Source 
var File_tensorflow_lite_experimental_acceleration_configuration_configuration_proto protoreflect.FileDescriptor

Functions

This section is empty.

Types

type BenchmarkError 

type BenchmarkError struct {

	// How far benchmarking got.
	Stage *BenchmarkStage `protobuf:"varint,1,opt,name=stage,enum=tflite.proto.BenchmarkStage" json:"stage,omitempty"`
	// Process exit code.
	ExitCode *int32 `protobuf:"varint,2,opt,name=exit_code,json=exitCode" json:"exit_code,omitempty"`
	// Signal the process received.
	Signal *int32 `protobuf:"varint,3,opt,name=signal" json:"signal,omitempty"`
	// Handled tflite error.
	ErrorCode []*ErrorCode `protobuf:"bytes,4,rep,name=error_code,json=errorCode" json:"error_code,omitempty"`
	// Mini-benchmark error code.
	MiniBenchmarkErrorCode *int32 `protobuf:"varint,5,opt,name=mini_benchmark_error_code,json=miniBenchmarkErrorCode" json:"mini_benchmark_error_code,omitempty"`
	// contains filtered or unexported fields
}

An error that occurred during benchmarking.

Used with event type ERROR.

func (*BenchmarkError) Descriptor deprecated 

func (*BenchmarkError) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkError.ProtoReflect.Descriptor instead.

func (*BenchmarkError) GetErrorCode 

func (x *BenchmarkError) GetErrorCode() []*ErrorCode

func (*BenchmarkError) GetExitCode 

func (x *BenchmarkError) GetExitCode() int32

func (*BenchmarkError) GetMiniBenchmarkErrorCode 

func (x *BenchmarkError) GetMiniBenchmarkErrorCode() int32

func (*BenchmarkError) GetSignal 

func (x *BenchmarkError) GetSignal() int32

func (*BenchmarkError) GetStage 

func (x *BenchmarkError) GetStage() BenchmarkStage

func (*BenchmarkError) ProtoMessage 

func (*BenchmarkError) ProtoMessage()

func (*BenchmarkError) ProtoReflect 

func (x *BenchmarkError) ProtoReflect() protoreflect.Message

func (*BenchmarkError) Reset 

func (x *BenchmarkError) Reset()

func (*BenchmarkError) String 

func (x *BenchmarkError) String() string

type BenchmarkEvent 

type BenchmarkEvent struct {

	// Which settings were used for benchmarking.
	TfliteSettings *TFLiteSettings `protobuf:"bytes,1,opt,name=tflite_settings,json=tfliteSettings" json:"tflite_settings,omitempty"`
	// Type of the event.
	EventType *BenchmarkEventType `protobuf:"varint,2,opt,name=event_type,json=eventType,enum=tflite.proto.BenchmarkEventType" json:"event_type,omitempty"`
	// Result of benchmark, used when type is END.
	Result *BenchmarkResult `protobuf:"bytes,3,opt,name=result" json:"result,omitempty"`
	// Error during benchmark, used when type is ERROR.
	Error *BenchmarkError `protobuf:"bytes,4,opt,name=error" json:"error,omitempty"`
	// Start timestamps. These are used for
	// 1. Checking whether a test was started but not completed within a given
	// deadline.
	// 2. Optionally, telemetry timestamps.
	BoottimeUs  *int64 `protobuf:"varint,5,opt,name=boottime_us,json=boottimeUs" json:"boottime_us,omitempty"`
	WallclockUs *int64 `protobuf:"varint,6,opt,name=wallclock_us,json=wallclockUs" json:"wallclock_us,omitempty"`
	// contains filtered or unexported fields
}

Top-level benchmarking event stored on-device. All events for a model are parsed to detect the status.

func (*BenchmarkEvent) Descriptor deprecated 

func (*BenchmarkEvent) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkEvent.ProtoReflect.Descriptor instead.

func (*BenchmarkEvent) GetBoottimeUs 

func (x *BenchmarkEvent) GetBoottimeUs() int64

func (*BenchmarkEvent) GetError 

func (x *BenchmarkEvent) GetError() *BenchmarkError

func (*BenchmarkEvent) GetEventType 

func (x *BenchmarkEvent) GetEventType() BenchmarkEventType

func (*BenchmarkEvent) GetResult 

func (x *BenchmarkEvent) GetResult() *BenchmarkResult

func (*BenchmarkEvent) GetTfliteSettings 

func (x *BenchmarkEvent) GetTfliteSettings() *TFLiteSettings

func (*BenchmarkEvent) GetWallclockUs 

func (x *BenchmarkEvent) GetWallclockUs() int64

func (*BenchmarkEvent) ProtoMessage 

func (*BenchmarkEvent) ProtoMessage()

func (*BenchmarkEvent) ProtoReflect 

func (x *BenchmarkEvent) ProtoReflect() protoreflect.Message

func (*BenchmarkEvent) Reset 

func (x *BenchmarkEvent) Reset()

func (*BenchmarkEvent) String 

func (x *BenchmarkEvent) String() string

type BenchmarkEventStorage added in v2.12.0 

type BenchmarkEventStorage struct {
	ModelIdGroup   *ModelIdGroup   `protobuf:"bytes,1,opt,name=model_id_group,json=modelIdGroup" json:"model_id_group,omitempty"`
	BenchmarkEvent *BenchmarkEvent `protobuf:"bytes,2,opt,name=benchmark_event,json=benchmarkEvent" json:"benchmark_event,omitempty"`
	// contains filtered or unexported fields
}

Schema used for cache Benchmark result.

func (*BenchmarkEventStorage) Descriptor deprecated added in v2.12.0 

func (*BenchmarkEventStorage) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkEventStorage.ProtoReflect.Descriptor instead.

func (*BenchmarkEventStorage) GetBenchmarkEvent added in v2.12.0 

func (x *BenchmarkEventStorage) GetBenchmarkEvent() *BenchmarkEvent

func (*BenchmarkEventStorage) GetModelIdGroup added in v2.12.0 

func (x *BenchmarkEventStorage) GetModelIdGroup() *ModelIdGroup

func (*BenchmarkEventStorage) ProtoMessage added in v2.12.0 

func (*BenchmarkEventStorage) ProtoMessage()

func (*BenchmarkEventStorage) ProtoReflect added in v2.12.0 

func (x *BenchmarkEventStorage) ProtoReflect() protoreflect.Message

func (*BenchmarkEventStorage) Reset added in v2.12.0 

func (x *BenchmarkEventStorage) Reset()

func (*BenchmarkEventStorage) String added in v2.12.0 

func (x *BenchmarkEventStorage) String() string

type BenchmarkEventType 

type BenchmarkEventType int32

Which stage of benchmarking the event is for. There might be multiple events with the same type, if a benchmark is run multiple times. 

const (
	BenchmarkEventType_UNDEFINED_BENCHMARK_EVENT_TYPE BenchmarkEventType = 0
	// Benchmark start. A start without an end can be interpreted as a test that
	// has crashed or hung.
	BenchmarkEventType_START BenchmarkEventType = 1
	// Benchmarking completion. A model was successfully loaded, acceleration
	// configured and inference run without errors. There may still be an issue
	// with correctness of results, or with performance.
	BenchmarkEventType_END BenchmarkEventType = 2
	// Benchmark was not completed due to an error. The error may be a handled
	// error (e.g., failure in a delegate), or a crash.
	BenchmarkEventType_ERROR BenchmarkEventType = 3
	// Benchmark data has been sent for logging.
	BenchmarkEventType_LOGGED BenchmarkEventType = 4
	// Benchmark encountered an error but was able to continue. The error is not
	// related to the model execution but to the mini-benchmark logic. An example
	// of error is a failure when trying to set the CPU affinity of the benchmark
	// runner process.
	BenchmarkEventType_RECOVERED_ERROR BenchmarkEventType = 5
)

func (BenchmarkEventType) Descriptor 

func (BenchmarkEventType) Descriptor() protoreflect.EnumDescriptor

func (BenchmarkEventType) Enum 

func (x BenchmarkEventType) Enum() *BenchmarkEventType

func (BenchmarkEventType) EnumDescriptor deprecated 

func (BenchmarkEventType) EnumDescriptor() ([]byte, []int)

Deprecated: Use BenchmarkEventType.Descriptor instead.

func (BenchmarkEventType) Number 

func (x BenchmarkEventType) Number() protoreflect.EnumNumber

func (BenchmarkEventType) String 

func (x BenchmarkEventType) String() string

func (BenchmarkEventType) Type 

func (BenchmarkEventType) Type() protoreflect.EnumType

func (*BenchmarkEventType) UnmarshalJSON deprecated 

func (x *BenchmarkEventType) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type BenchmarkInitializationFailure 

type BenchmarkInitializationFailure struct {

	// Status code returned by the mini-benchmark initialization function.
	InitializationStatus *int32 `protobuf:"varint,1,opt,name=initialization_status,json=initializationStatus" json:"initialization_status,omitempty"`
	// contains filtered or unexported fields
}

Represent a failure during the initialization of the mini-benchmark.

func (*BenchmarkInitializationFailure) Descriptor deprecated 

func (*BenchmarkInitializationFailure) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkInitializationFailure.ProtoReflect.Descriptor instead.

func (*BenchmarkInitializationFailure) GetInitializationStatus 

func (x *BenchmarkInitializationFailure) GetInitializationStatus() int32

func (*BenchmarkInitializationFailure) ProtoMessage 

func (*BenchmarkInitializationFailure) ProtoMessage()

func (*BenchmarkInitializationFailure) ProtoReflect 

func (x *BenchmarkInitializationFailure) ProtoReflect() protoreflect.Message

func (*BenchmarkInitializationFailure) Reset 

func (x *BenchmarkInitializationFailure) Reset()

func (*BenchmarkInitializationFailure) String 

func (x *BenchmarkInitializationFailure) String() string

type BenchmarkMetric 

type BenchmarkMetric struct {
	Name   *string   `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Values []float32 `protobuf:"fixed32,2,rep,packed,name=values" json:"values,omitempty"`
	// contains filtered or unexported fields
}

A correctness metric from a benchmark, for example KL-divergence between known-good CPU output and on-device output. These are primarily used for telemetry and monitored server-side.

func (*BenchmarkMetric) Descriptor deprecated 

func (*BenchmarkMetric) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkMetric.ProtoReflect.Descriptor instead.

func (*BenchmarkMetric) GetName 

func (x *BenchmarkMetric) GetName() string

func (*BenchmarkMetric) GetValues 

func (x *BenchmarkMetric) GetValues() []float32

func (*BenchmarkMetric) ProtoMessage 

func (*BenchmarkMetric) ProtoMessage()

func (*BenchmarkMetric) ProtoReflect 

func (x *BenchmarkMetric) ProtoReflect() protoreflect.Message

func (*BenchmarkMetric) Reset 

func (x *BenchmarkMetric) Reset()

func (*BenchmarkMetric) String 

func (x *BenchmarkMetric) String() string

type BenchmarkResult 

type BenchmarkResult struct {

	// Time to load model and apply acceleration. Initialization may get run
	// multiple times to get information on variance.
	InitializationTimeUs []int64 `protobuf:"varint,1,rep,packed,name=initialization_time_us,json=initializationTimeUs" json:"initialization_time_us,omitempty"`
	// Time to run inference (call Invoke()). Inference may get run multiple times
	// to get information on variance.
	InferenceTimeUs []int64 `protobuf:"varint,2,rep,packed,name=inference_time_us,json=inferenceTimeUs" json:"inference_time_us,omitempty"`
	// Maximum memory used. Measures size of application heap (does not
	// necessarily take into account driver-side allocation.
	MaxMemoryKb *int32 `protobuf:"varint,3,opt,name=max_memory_kb,json=maxMemoryKb" json:"max_memory_kb,omitempty"`
	// Whether the inference produced correct results (validation graph output
	// 'ok' for all test inputs). Used on-device to disallow configurations that
	// produce incorrect results (e.g., due to OpenCL driver bugs).
	Ok *bool `protobuf:"varint,4,opt,name=ok" json:"ok,omitempty"`
	// Metrics that were used to determine the 'ok' status.
	Metrics []*BenchmarkMetric `protobuf:"bytes,5,rep,name=metrics" json:"metrics,omitempty"`
	// Model output in byte format. Each InferenceOutput comes from one output
	// tensor. It is ordered the same as tflite::Interpreter::output_tensor(),
	// i.e. the value of output_tensor(i) is stored in actual_output[i]. Only
	// populated in custom validation case.
	ActualOutput []*BenchmarkResult_InferenceOutput `protobuf:"bytes,6,rep,name=actual_output,json=actualOutput" json:"actual_output,omitempty"`
	// contains filtered or unexported fields
}

Outcome of a successfully complete benchmark run. This information is intended to both be used on-device to select best compute configuration as well as sent to server for monitoring.

Used with event type END. Next ID: 7

func (*BenchmarkResult) Descriptor deprecated 

func (*BenchmarkResult) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkResult.ProtoReflect.Descriptor instead.

func (*BenchmarkResult) GetActualOutput added in v2.12.0 

func (x *BenchmarkResult) GetActualOutput() []*BenchmarkResult_InferenceOutput

func (*BenchmarkResult) GetInferenceTimeUs 

func (x *BenchmarkResult) GetInferenceTimeUs() []int64

func (*BenchmarkResult) GetInitializationTimeUs 

func (x *BenchmarkResult) GetInitializationTimeUs() []int64

func (*BenchmarkResult) GetMaxMemoryKb 

func (x *BenchmarkResult) GetMaxMemoryKb() int32

func (*BenchmarkResult) GetMetrics 

func (x *BenchmarkResult) GetMetrics() []*BenchmarkMetric

func (*BenchmarkResult) GetOk 

func (x *BenchmarkResult) GetOk() bool

func (*BenchmarkResult) ProtoMessage 

func (*BenchmarkResult) ProtoMessage()

func (*BenchmarkResult) ProtoReflect 

func (x *BenchmarkResult) ProtoReflect() protoreflect.Message

func (*BenchmarkResult) Reset 

func (x *BenchmarkResult) Reset()

func (*BenchmarkResult) String 

func (x *BenchmarkResult) String() string

type BenchmarkResult_InferenceOutput added in v2.12.0 

type BenchmarkResult_InferenceOutput struct {

	// The matching Flatbuffer type is ubyte.
	Value []byte `protobuf:"bytes,1,opt,name=value" json:"value,omitempty"`
	// contains filtered or unexported fields
}

func (*BenchmarkResult_InferenceOutput) Descriptor deprecated added in v2.12.0 

func (*BenchmarkResult_InferenceOutput) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkResult_InferenceOutput.ProtoReflect.Descriptor instead.

func (*BenchmarkResult_InferenceOutput) GetValue added in v2.12.0 

func (x *BenchmarkResult_InferenceOutput) GetValue() []byte

func (*BenchmarkResult_InferenceOutput) ProtoMessage added in v2.12.0 

func (*BenchmarkResult_InferenceOutput) ProtoMessage()

func (*BenchmarkResult_InferenceOutput) ProtoReflect added in v2.12.0 

func (x *BenchmarkResult_InferenceOutput) ProtoReflect() protoreflect.Message

func (*BenchmarkResult_InferenceOutput) Reset added in v2.12.0 

func (x *BenchmarkResult_InferenceOutput) Reset()

func (*BenchmarkResult_InferenceOutput) String added in v2.12.0 

func (x *BenchmarkResult_InferenceOutput) String() string

type BenchmarkStage 

type BenchmarkStage int32

When during benchmark execution an error occurred. 

const (
	BenchmarkStage_UNKNOWN BenchmarkStage = 0
	// During model loading or delegation.
	BenchmarkStage_INITIALIZATION BenchmarkStage = 1
	// During inference.
	BenchmarkStage_INFERENCE BenchmarkStage = 2
)

func (BenchmarkStage) Descriptor 

func (BenchmarkStage) Descriptor() protoreflect.EnumDescriptor

func (BenchmarkStage) Enum 

func (x BenchmarkStage) Enum() *BenchmarkStage

func (BenchmarkStage) EnumDescriptor deprecated 

func (BenchmarkStage) EnumDescriptor() ([]byte, []int)

Deprecated: Use BenchmarkStage.Descriptor instead.

func (BenchmarkStage) Number 

func (x BenchmarkStage) Number() protoreflect.EnumNumber

func (BenchmarkStage) String 

func (x BenchmarkStage) String() string

func (BenchmarkStage) Type 

func (BenchmarkStage) Type() protoreflect.EnumType

func (*BenchmarkStage) UnmarshalJSON deprecated 

func (x *BenchmarkStage) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type BenchmarkStoragePaths 

type BenchmarkStoragePaths struct {

	// Base path to the files used to store benchmark results in. Two files
	// will be generated: one with the given path and an extra file to store
	// events related to best acceleration results at path storage_file_path +
	// ".extra.fb". Must be specific to the model.
	// Note on Android, this should be the code cache directory.
	StorageFilePath *string `protobuf:"bytes,1,opt,name=storage_file_path,json=storageFilePath" json:"storage_file_path,omitempty"`
	// Path to a directory for intermediate files (lock files, extracted
	// binaries).
	// Note on Android, this typically is the data cache directory (i.e. the one
	// returned by `getCacheDir()`).
	DataDirectoryPath *string `protobuf:"bytes,2,opt,name=data_directory_path,json=dataDirectoryPath" json:"data_directory_path,omitempty"`
	// contains filtered or unexported fields
}

Where to store mini-benchmark state.

func (*BenchmarkStoragePaths) Descriptor deprecated 

func (*BenchmarkStoragePaths) Descriptor() ([]byte, []int)

Deprecated: Use BenchmarkStoragePaths.ProtoReflect.Descriptor instead.

func (*BenchmarkStoragePaths) GetDataDirectoryPath 

func (x *BenchmarkStoragePaths) GetDataDirectoryPath() string

func (*BenchmarkStoragePaths) GetStorageFilePath 

func (x *BenchmarkStoragePaths) GetStorageFilePath() string

func (*BenchmarkStoragePaths) ProtoMessage 

func (*BenchmarkStoragePaths) ProtoMessage()

func (*BenchmarkStoragePaths) ProtoReflect 

func (x *BenchmarkStoragePaths) ProtoReflect() protoreflect.Message

func (*BenchmarkStoragePaths) Reset 

func (x *BenchmarkStoragePaths) Reset()

func (*BenchmarkStoragePaths) String 

func (x *BenchmarkStoragePaths) String() string

type BestAccelerationDecision 

type BestAccelerationDecision struct {

	// Number of events used to take the decision.
	// Using just the size instaed of the full list of events to save space.
	NumberOfSourceEvents *int32 `protobuf:"varint,1,opt,name=number_of_source_events,json=numberOfSourceEvents" json:"number_of_source_events,omitempty"`
	// Event with min latency in the source ones.
	MinLatencyEvent *BenchmarkEvent `protobuf:"bytes,2,opt,name=min_latency_event,json=minLatencyEvent" json:"min_latency_event,omitempty"`
	// Min latency as read from min_latency_event.
	MinInferenceTimeUs *int64 `protobuf:"varint,3,opt,name=min_inference_time_us,json=minInferenceTimeUs" json:"min_inference_time_us,omitempty"`
	// contains filtered or unexported fields
}

Represent the decision on the best acceleration from the mini-benchmark.

func (*BestAccelerationDecision) Descriptor deprecated 

func (*BestAccelerationDecision) Descriptor() ([]byte, []int)

Deprecated: Use BestAccelerationDecision.ProtoReflect.Descriptor instead.

func (*BestAccelerationDecision) GetMinInferenceTimeUs 

func (x *BestAccelerationDecision) GetMinInferenceTimeUs() int64

func (*BestAccelerationDecision) GetMinLatencyEvent 

func (x *BestAccelerationDecision) GetMinLatencyEvent() *BenchmarkEvent

func (*BestAccelerationDecision) GetNumberOfSourceEvents 

func (x *BestAccelerationDecision) GetNumberOfSourceEvents() int32

func (*BestAccelerationDecision) ProtoMessage 

func (*BestAccelerationDecision) ProtoMessage()

func (*BestAccelerationDecision) ProtoReflect 

func (x *BestAccelerationDecision) ProtoReflect() protoreflect.Message

func (*BestAccelerationDecision) Reset 

func (x *BestAccelerationDecision) Reset()

func (*BestAccelerationDecision) String 

func (x *BestAccelerationDecision) String() string

type CPUSettings 

type CPUSettings struct {

	// Set to -1 to let the interpreter choose. Otherwise, must be > 0.
	NumThreads *int32 `protobuf:"varint,1,opt,name=num_threads,json=numThreads,def=-1" json:"num_threads,omitempty"`
	// contains filtered or unexported fields
}

func (*CPUSettings) Descriptor deprecated 

func (*CPUSettings) Descriptor() ([]byte, []int)

Deprecated: Use CPUSettings.ProtoReflect.Descriptor instead.

func (*CPUSettings) GetNumThreads 

func (x *CPUSettings) GetNumThreads() int32

func (*CPUSettings) ProtoMessage 

func (*CPUSettings) ProtoMessage()

func (*CPUSettings) ProtoReflect 

func (x *CPUSettings) ProtoReflect() protoreflect.Message

func (*CPUSettings) Reset 

func (x *CPUSettings) Reset()

func (*CPUSettings) String 

func (x *CPUSettings) String() string

type ComputeSettings 

type ComputeSettings struct {

	// Which preference to use this accelerator for.
	Preference *ExecutionPreference `protobuf:"varint,1,opt,name=preference,enum=tflite.proto.ExecutionPreference" json:"preference,omitempty"`
	// How to configure TFLite
	TfliteSettings *TFLiteSettings `protobuf:"bytes,2,opt,name=tflite_settings,json=tfliteSettings" json:"tflite_settings,omitempty"`
	// Identifiers to use for instrumentation and telemetry.
	ModelNamespaceForStatistics  *string `` /* 139-byte string literal not displayed */
	ModelIdentifierForStatistics *string `` /* 142-byte string literal not displayed */
	// 'Maybe' acceleration: use mini-benchmark to select settings.
	SettingsToTestLocally *MinibenchmarkSettings `protobuf:"bytes,5,opt,name=settings_to_test_locally,json=settingsToTestLocally" json:"settings_to_test_locally,omitempty"`
	// contains filtered or unexported fields
}

One possible acceleration configuration.

func (*ComputeSettings) Descriptor deprecated 

func (*ComputeSettings) Descriptor() ([]byte, []int)

Deprecated: Use ComputeSettings.ProtoReflect.Descriptor instead.

func (*ComputeSettings) GetModelIdentifierForStatistics 

func (x *ComputeSettings) GetModelIdentifierForStatistics() string

func (*ComputeSettings) GetModelNamespaceForStatistics 

func (x *ComputeSettings) GetModelNamespaceForStatistics() string

func (*ComputeSettings) GetPreference 

func (x *ComputeSettings) GetPreference() ExecutionPreference

func (*ComputeSettings) GetSettingsToTestLocally 

func (x *ComputeSettings) GetSettingsToTestLocally() *MinibenchmarkSettings

func (*ComputeSettings) GetTfliteSettings 

func (x *ComputeSettings) GetTfliteSettings() *TFLiteSettings

func (*ComputeSettings) ProtoMessage 

func (*ComputeSettings) ProtoMessage()

func (*ComputeSettings) ProtoReflect 

func (x *ComputeSettings) ProtoReflect() protoreflect.Message

func (*ComputeSettings) Reset 

func (x *ComputeSettings) Reset()

func (*ComputeSettings) String 

func (x *ComputeSettings) String() string

type CoralSettings 

type CoralSettings struct {

	// The Edge Tpu device to be used. See
	// https://github.com/google-coral/libcoral/blob/982426546dfa10128376d0c24fd8a8b161daac97/coral/tflite_utils.h#L131-L137
	Device *string `protobuf:"bytes,1,opt,name=device" json:"device,omitempty"`
	// The desired performance level. This setting adjusts the internal clock
	// rate to achieve different performance / power balance. Higher performance
	// values improve speed, but increase power usage.
	Performance *CoralSettings_Performance `protobuf:"varint,2,opt,name=performance,enum=tflite.proto.CoralSettings_Performance,def=1" json:"performance,omitempty"`
	// If true, always perform device firmware update (DFU) after reset. DFU is
	// usually only necessary after power cycle.
	UsbAlwaysDfu *bool `protobuf:"varint,3,opt,name=usb_always_dfu,json=usbAlwaysDfu" json:"usb_always_dfu,omitempty"`
	// The maximum bulk in queue length. Larger queue length may improve USB
	// performance on the direction from device to host. When not specified (or
	// zero), `usb_max_bulk_in_queue_length` will default to 32 according to the
	// current EdgeTpu Coral implementation.
	UsbMaxBulkInQueueLength *int32 `` /* 132-byte string literal not displayed */
	// contains filtered or unexported fields
}

Coral Dev Board / USB accelerator delegate settings.

See https://github.com/google-coral/edgetpu/blob/master/libedgetpu/edgetpu_c.h

func (*CoralSettings) Descriptor deprecated 

func (*CoralSettings) Descriptor() ([]byte, []int)

Deprecated: Use CoralSettings.ProtoReflect.Descriptor instead.

func (*CoralSettings) GetDevice 

func (x *CoralSettings) GetDevice() string

func (*CoralSettings) GetPerformance 

func (x *CoralSettings) GetPerformance() CoralSettings_Performance

func (*CoralSettings) GetUsbAlwaysDfu 

func (x *CoralSettings) GetUsbAlwaysDfu() bool

func (*CoralSettings) GetUsbMaxBulkInQueueLength 

func (x *CoralSettings) GetUsbMaxBulkInQueueLength() int32

func (*CoralSettings) ProtoMessage 

func (*CoralSettings) ProtoMessage()

func (*CoralSettings) ProtoReflect 

func (x *CoralSettings) ProtoReflect() protoreflect.Message

func (*CoralSettings) Reset 

func (x *CoralSettings) Reset()

func (*CoralSettings) String 

func (x *CoralSettings) String() string

type CoralSettings_Performance 

type CoralSettings_Performance int32
const (
	CoralSettings_UNDEFINED CoralSettings_Performance = 0
	CoralSettings_MAXIMUM   CoralSettings_Performance = 1
	CoralSettings_HIGH      CoralSettings_Performance = 2
	CoralSettings_MEDIUM    CoralSettings_Performance = 3
	CoralSettings_LOW       CoralSettings_Performance = 4
)

func (CoralSettings_Performance) Descriptor 

func (CoralSettings_Performance) Descriptor() protoreflect.EnumDescriptor

func (CoralSettings_Performance) Enum 

func (x CoralSettings_Performance) Enum() *CoralSettings_Performance

func (CoralSettings_Performance) EnumDescriptor deprecated 

func (CoralSettings_Performance) EnumDescriptor() ([]byte, []int)

Deprecated: Use CoralSettings_Performance.Descriptor instead.

func (CoralSettings_Performance) Number 

func (x CoralSettings_Performance) Number() protoreflect.EnumNumber

func (CoralSettings_Performance) String 

func (x CoralSettings_Performance) String() string

func (CoralSettings_Performance) Type 

func (CoralSettings_Performance) Type() protoreflect.EnumType

func (*CoralSettings_Performance) UnmarshalJSON deprecated 

func (x *CoralSettings_Performance) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type CoreMLSettings 

type CoreMLSettings struct {

	// Only create delegate when Neural Engine is available on the device.
	EnabledDevices *CoreMLSettings_EnabledDevices `` /* 145-byte string literal not displayed */
	// Specifies target Core ML version for model conversion.
	// Core ML 3 come with a lot more ops, but some ops (e.g. reshape) is not
	// delegated due to input rank constraint.
	// if not set to one of the valid versions, the delegate will use highest
	// version possible in the platform.
	// Valid versions: (2, 3)
	CoremlVersion *int32 `protobuf:"varint,2,opt,name=coreml_version,json=coremlVersion" json:"coreml_version,omitempty"`
	// This sets the maximum number of Core ML delegates created.
	// Each graph corresponds to one delegated node subset in the
	// TFLite model. Set this to 0 to delegate all possible partitions.
	MaxDelegatedPartitions *int32 `` /* 129-byte string literal not displayed */
	// This sets the minimum number of nodes per partition delegated with
	// Core ML delegate. Defaults to 2.
	MinNodesPerPartition *int32 `protobuf:"varint,4,opt,name=min_nodes_per_partition,json=minNodesPerPartition,def=2" json:"min_nodes_per_partition,omitempty"`
	// contains filtered or unexported fields
}

CoreML Delegate settings.

See https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/coreml/coreml_delegate.h

func (*CoreMLSettings) Descriptor deprecated 

func (*CoreMLSettings) Descriptor() ([]byte, []int)

Deprecated: Use CoreMLSettings.ProtoReflect.Descriptor instead.

func (*CoreMLSettings) GetCoremlVersion 

func (x *CoreMLSettings) GetCoremlVersion() int32

func (*CoreMLSettings) GetEnabledDevices 

func (x *CoreMLSettings) GetEnabledDevices() CoreMLSettings_EnabledDevices

func (*CoreMLSettings) GetMaxDelegatedPartitions 

func (x *CoreMLSettings) GetMaxDelegatedPartitions() int32

func (*CoreMLSettings) GetMinNodesPerPartition 

func (x *CoreMLSettings) GetMinNodesPerPartition() int32

func (*CoreMLSettings) ProtoMessage 

func (*CoreMLSettings) ProtoMessage()

func (*CoreMLSettings) ProtoReflect 

func (x *CoreMLSettings) ProtoReflect() protoreflect.Message

func (*CoreMLSettings) Reset 

func (x *CoreMLSettings) Reset()

func (*CoreMLSettings) String 

func (x *CoreMLSettings) String() string

type CoreMLSettings_EnabledDevices 

type CoreMLSettings_EnabledDevices int32

Note the enum order change from the above header for better proto practice. 

const (
	// Always create Core ML delegate.
	CoreMLSettings_DEVICES_ALL CoreMLSettings_EnabledDevices = 0
	// Create Core ML delegate only on devices with Apple Neural Engine.
	CoreMLSettings_DEVICES_WITH_NEURAL_ENGINE CoreMLSettings_EnabledDevices = 1
)

func (CoreMLSettings_EnabledDevices) Descriptor 

func (CoreMLSettings_EnabledDevices) Descriptor() protoreflect.EnumDescriptor

func (CoreMLSettings_EnabledDevices) Enum 

func (x CoreMLSettings_EnabledDevices) Enum() *CoreMLSettings_EnabledDevices

func (CoreMLSettings_EnabledDevices) EnumDescriptor deprecated 

func (CoreMLSettings_EnabledDevices) EnumDescriptor() ([]byte, []int)

Deprecated: Use CoreMLSettings_EnabledDevices.Descriptor instead.

func (CoreMLSettings_EnabledDevices) Number 

func (x CoreMLSettings_EnabledDevices) Number() protoreflect.EnumNumber

func (CoreMLSettings_EnabledDevices) String 

func (x CoreMLSettings_EnabledDevices) String() string

func (CoreMLSettings_EnabledDevices) Type 

func (CoreMLSettings_EnabledDevices) Type() protoreflect.EnumType

func (*CoreMLSettings_EnabledDevices) UnmarshalJSON deprecated 

func (x *CoreMLSettings_EnabledDevices) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type Delegate 

type Delegate int32

TFLite accelerator to use.

STATUS: support library and the stable delegate loader settings are agnostic to the actual accelerator. 

const (
	Delegate_NONE    Delegate = 0
	Delegate_NNAPI   Delegate = 1
	Delegate_GPU     Delegate = 2
	Delegate_HEXAGON Delegate = 3
	Delegate_XNNPACK Delegate = 4
	// The EdgeTpu in Pixel devices.
	Delegate_EDGETPU Delegate = 5
	// The Coral EdgeTpu Dev Board / USB accelerator.
	Delegate_EDGETPU_CORAL Delegate = 6
	// Apple CoreML.
	Delegate_CORE_ML Delegate = 7
)

func (Delegate) Descriptor 

func (Delegate) Descriptor() protoreflect.EnumDescriptor

func (Delegate) Enum 

func (x Delegate) Enum() *Delegate

func (Delegate) EnumDescriptor deprecated 

func (Delegate) EnumDescriptor() ([]byte, []int)

Deprecated: Use Delegate.Descriptor instead.

func (Delegate) Number 

func (x Delegate) Number() protoreflect.EnumNumber

func (Delegate) String 

func (x Delegate) String() string

func (Delegate) Type 

func (Delegate) Type() protoreflect.EnumType

func (*Delegate) UnmarshalJSON deprecated 

func (x *Delegate) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type EdgeTpuDeviceSpec 

type EdgeTpuDeviceSpec struct {

	// Execution platform for the EdgeTPU device.
	PlatformType *EdgeTpuDeviceSpec_PlatformType `` /* 140-byte string literal not displayed */
	// Number of chips to use for the EdgeTPU device.
	NumChips *int32 `protobuf:"varint,2,opt,name=num_chips,json=numChips" json:"num_chips,omitempty"`
	// Paths to the EdgeTPU devices;
	DevicePaths []string `protobuf:"bytes,3,rep,name=device_paths,json=devicePaths" json:"device_paths,omitempty"`
	// Chip family used by the EdgeTpu device.
	ChipFamily *int32 `protobuf:"varint,4,opt,name=chip_family,json=chipFamily" json:"chip_family,omitempty"`
	// contains filtered or unexported fields
}

EdgeTPU device spec.

func (*EdgeTpuDeviceSpec) Descriptor deprecated 

func (*EdgeTpuDeviceSpec) Descriptor() ([]byte, []int)

Deprecated: Use EdgeTpuDeviceSpec.ProtoReflect.Descriptor instead.

func (*EdgeTpuDeviceSpec) GetChipFamily 

func (x *EdgeTpuDeviceSpec) GetChipFamily() int32

func (*EdgeTpuDeviceSpec) GetDevicePaths 

func (x *EdgeTpuDeviceSpec) GetDevicePaths() []string

func (*EdgeTpuDeviceSpec) GetNumChips 

func (x *EdgeTpuDeviceSpec) GetNumChips() int32

func (*EdgeTpuDeviceSpec) GetPlatformType 

func (x *EdgeTpuDeviceSpec) GetPlatformType() EdgeTpuDeviceSpec_PlatformType

func (*EdgeTpuDeviceSpec) ProtoMessage 

func (*EdgeTpuDeviceSpec) ProtoMessage()

func (*EdgeTpuDeviceSpec) ProtoReflect 

func (x *EdgeTpuDeviceSpec) ProtoReflect() protoreflect.Message

func (*EdgeTpuDeviceSpec) Reset 

func (x *EdgeTpuDeviceSpec) Reset()

func (*EdgeTpuDeviceSpec) String 

func (x *EdgeTpuDeviceSpec) String() string

type EdgeTpuDeviceSpec_PlatformType 

type EdgeTpuDeviceSpec_PlatformType int32

EdgeTPU platform types. 

const (
	EdgeTpuDeviceSpec_MMIO             EdgeTpuDeviceSpec_PlatformType = 0
	EdgeTpuDeviceSpec_REFERENCE        EdgeTpuDeviceSpec_PlatformType = 1
	EdgeTpuDeviceSpec_SIMULATOR        EdgeTpuDeviceSpec_PlatformType = 2
	EdgeTpuDeviceSpec_REMOTE_SIMULATOR EdgeTpuDeviceSpec_PlatformType = 3
)

func (EdgeTpuDeviceSpec_PlatformType) Descriptor 

func (EdgeTpuDeviceSpec_PlatformType) Descriptor() protoreflect.EnumDescriptor

func (EdgeTpuDeviceSpec_PlatformType) Enum 

func (x EdgeTpuDeviceSpec_PlatformType) Enum() *EdgeTpuDeviceSpec_PlatformType

func (EdgeTpuDeviceSpec_PlatformType) EnumDescriptor deprecated 

func (EdgeTpuDeviceSpec_PlatformType) EnumDescriptor() ([]byte, []int)

Deprecated: Use EdgeTpuDeviceSpec_PlatformType.Descriptor instead.

func (EdgeTpuDeviceSpec_PlatformType) Number 

func (x EdgeTpuDeviceSpec_PlatformType) Number() protoreflect.EnumNumber

func (EdgeTpuDeviceSpec_PlatformType) String 

func (x EdgeTpuDeviceSpec_PlatformType) String() string

func (EdgeTpuDeviceSpec_PlatformType) Type 

func (EdgeTpuDeviceSpec_PlatformType) Type() protoreflect.EnumType

func (*EdgeTpuDeviceSpec_PlatformType) UnmarshalJSON deprecated 

func (x *EdgeTpuDeviceSpec_PlatformType) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type EdgeTpuInactivePowerConfig 

type EdgeTpuInactivePowerConfig struct {

	// Inactive power states between inferences.
	InactivePowerState *EdgeTpuPowerState `` /* 147-byte string literal not displayed */
	// Inactive timeout in microseconds between inferences.
	InactiveTimeoutUs *int64 `protobuf:"varint,2,opt,name=inactive_timeout_us,json=inactiveTimeoutUs" json:"inactive_timeout_us,omitempty"`
	// contains filtered or unexported fields
}

func (*EdgeTpuInactivePowerConfig) Descriptor deprecated 

func (*EdgeTpuInactivePowerConfig) Descriptor() ([]byte, []int)

Deprecated: Use EdgeTpuInactivePowerConfig.ProtoReflect.Descriptor instead.

func (*EdgeTpuInactivePowerConfig) GetInactivePowerState 

func (x *EdgeTpuInactivePowerConfig) GetInactivePowerState() EdgeTpuPowerState

func (*EdgeTpuInactivePowerConfig) GetInactiveTimeoutUs 

func (x *EdgeTpuInactivePowerConfig) GetInactiveTimeoutUs() int64

func (*EdgeTpuInactivePowerConfig) ProtoMessage 

func (*EdgeTpuInactivePowerConfig) ProtoMessage()

func (*EdgeTpuInactivePowerConfig) ProtoReflect 

func (x *EdgeTpuInactivePowerConfig) ProtoReflect() protoreflect.Message

func (*EdgeTpuInactivePowerConfig) Reset 

func (x *EdgeTpuInactivePowerConfig) Reset()

func (*EdgeTpuInactivePowerConfig) String 

func (x *EdgeTpuInactivePowerConfig) String() string

type EdgeTpuPowerState 

type EdgeTpuPowerState int32

Generic definitions of EdgeTPU power states. 

const (
	// Undefined power state.
	EdgeTpuPowerState_UNDEFINED_POWERSTATE EdgeTpuPowerState = 0
	// TPU core is off but control cluster is on.
	EdgeTpuPowerState_TPU_CORE_OFF EdgeTpuPowerState = 1
	// A non-active low-power state that has much smaller transition time to
	// active compared to off.
	EdgeTpuPowerState_READY EdgeTpuPowerState = 2
	// Minimum power active state.
	EdgeTpuPowerState_ACTIVE_MIN_POWER EdgeTpuPowerState = 3
	// Very low performance, very low power.
	EdgeTpuPowerState_ACTIVE_VERY_LOW_POWER EdgeTpuPowerState = 4
	// Low performance, low power.
	EdgeTpuPowerState_ACTIVE_LOW_POWER EdgeTpuPowerState = 5
	// The normal performance and power. This setting usually provides the
	// optimal perf/power trade-off for the average use-case.
	EdgeTpuPowerState_ACTIVE EdgeTpuPowerState = 6
	// Maximum performance level. Potentially higher power and thermal. This
	// setting may not be allowed in production depending on the system.
	EdgeTpuPowerState_OVER_DRIVE EdgeTpuPowerState = 7
)

func (EdgeTpuPowerState) Descriptor 

func (EdgeTpuPowerState) Descriptor() protoreflect.EnumDescriptor

func (EdgeTpuPowerState) Enum 

func (x EdgeTpuPowerState) Enum() *EdgeTpuPowerState

func (EdgeTpuPowerState) EnumDescriptor deprecated 

func (EdgeTpuPowerState) EnumDescriptor() ([]byte, []int)

Deprecated: Use EdgeTpuPowerState.Descriptor instead.

func (EdgeTpuPowerState) Number 

func (x EdgeTpuPowerState) Number() protoreflect.EnumNumber

func (EdgeTpuPowerState) String 

func (x EdgeTpuPowerState) String() string

func (EdgeTpuPowerState) Type 

func (EdgeTpuPowerState) Type() protoreflect.EnumType

func (*EdgeTpuPowerState) UnmarshalJSON deprecated 

func (x *EdgeTpuPowerState) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type EdgeTpuSettings 

type EdgeTpuSettings struct {

	// Target inference power state for running the model.
	InferencePowerState *EdgeTpuPowerState `` /* 150-byte string literal not displayed */
	// Inactive power states between inferences.
	InactivePowerConfigs []*EdgeTpuInactivePowerConfig `protobuf:"bytes,2,rep,name=inactive_power_configs,json=inactivePowerConfigs" json:"inactive_power_configs,omitempty"`
	// Priority for the inference request.
	InferencePriority *int32 `protobuf:"varint,3,opt,name=inference_priority,json=inferencePriority,def=-1" json:"inference_priority,omitempty"`
	// Device spec for creating the EdgeTpu device.
	EdgetpuDeviceSpec *EdgeTpuDeviceSpec `protobuf:"bytes,4,opt,name=edgetpu_device_spec,json=edgetpuDeviceSpec" json:"edgetpu_device_spec,omitempty"`
	// A unique identifier of the input TfLite model.
	ModelToken *string `protobuf:"bytes,5,opt,name=model_token,json=modelToken" json:"model_token,omitempty"`
	// Float truncation type for EdgeTPU.
	FloatTruncationType *EdgeTpuSettings_FloatTruncationType `` /* 168-byte string literal not displayed */
	// QoS class to determine chunking size for PRO onward.
	QosClass *EdgeTpuSettings_QosClass `` /* 128-byte string literal not displayed */
	// contains filtered or unexported fields
}

EdgeTPU Delegate settings.

func (*EdgeTpuSettings) Descriptor deprecated 

func (*EdgeTpuSettings) Descriptor() ([]byte, []int)

Deprecated: Use EdgeTpuSettings.ProtoReflect.Descriptor instead.

func (*EdgeTpuSettings) GetEdgetpuDeviceSpec 

func (x *EdgeTpuSettings) GetEdgetpuDeviceSpec() *EdgeTpuDeviceSpec

func (*EdgeTpuSettings) GetFloatTruncationType 

func (x *EdgeTpuSettings) GetFloatTruncationType() EdgeTpuSettings_FloatTruncationType

func (*EdgeTpuSettings) GetInactivePowerConfigs 

func (x *EdgeTpuSettings) GetInactivePowerConfigs() []*EdgeTpuInactivePowerConfig

func (*EdgeTpuSettings) GetInferencePowerState 

func (x *EdgeTpuSettings) GetInferencePowerState() EdgeTpuPowerState

func (*EdgeTpuSettings) GetInferencePriority 

func (x *EdgeTpuSettings) GetInferencePriority() int32

func (*EdgeTpuSettings) GetModelToken 

func (x *EdgeTpuSettings) GetModelToken() string

func (*EdgeTpuSettings) GetQosClass 

func (x *EdgeTpuSettings) GetQosClass() EdgeTpuSettings_QosClass

func (*EdgeTpuSettings) ProtoMessage 

func (*EdgeTpuSettings) ProtoMessage()

func (*EdgeTpuSettings) ProtoReflect 

func (x *EdgeTpuSettings) ProtoReflect() protoreflect.Message

func (*EdgeTpuSettings) Reset 

func (x *EdgeTpuSettings) Reset()

func (*EdgeTpuSettings) String 

func (x *EdgeTpuSettings) String() string

type EdgeTpuSettings_FloatTruncationType 

type EdgeTpuSettings_FloatTruncationType int32

Float truncation types for EdgeTPU. 

const (
	EdgeTpuSettings_UNSPECIFIED   EdgeTpuSettings_FloatTruncationType = 0
	EdgeTpuSettings_NO_TRUNCATION EdgeTpuSettings_FloatTruncationType = 1
	EdgeTpuSettings_BFLOAT16      EdgeTpuSettings_FloatTruncationType = 2
	EdgeTpuSettings_HALF          EdgeTpuSettings_FloatTruncationType = 3
)

func (EdgeTpuSettings_FloatTruncationType) Descriptor 

func (EdgeTpuSettings_FloatTruncationType) Descriptor() protoreflect.EnumDescriptor

func (EdgeTpuSettings_FloatTruncationType) Enum 

func (x EdgeTpuSettings_FloatTruncationType) Enum() *EdgeTpuSettings_FloatTruncationType

func (EdgeTpuSettings_FloatTruncationType) EnumDescriptor deprecated 

func (EdgeTpuSettings_FloatTruncationType) EnumDescriptor() ([]byte, []int)

Deprecated: Use EdgeTpuSettings_FloatTruncationType.Descriptor instead.

func (EdgeTpuSettings_FloatTruncationType) Number 

func (x EdgeTpuSettings_FloatTruncationType) Number() protoreflect.EnumNumber

func (EdgeTpuSettings_FloatTruncationType) String 

func (x EdgeTpuSettings_FloatTruncationType) String() string

func (EdgeTpuSettings_FloatTruncationType) Type 

func (EdgeTpuSettings_FloatTruncationType) Type() protoreflect.EnumType

func (*EdgeTpuSettings_FloatTruncationType) UnmarshalJSON deprecated 

func (x *EdgeTpuSettings_FloatTruncationType) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type EdgeTpuSettings_QosClass 

type EdgeTpuSettings_QosClass int32
const (
	EdgeTpuSettings_QOS_UNDEFINED EdgeTpuSettings_QosClass = 0
	EdgeTpuSettings_BEST_EFFORT   EdgeTpuSettings_QosClass = 1
	EdgeTpuSettings_REALTIME      EdgeTpuSettings_QosClass = 2
)

func (EdgeTpuSettings_QosClass) Descriptor 

func (EdgeTpuSettings_QosClass) Descriptor() protoreflect.EnumDescriptor

func (EdgeTpuSettings_QosClass) Enum 

func (x EdgeTpuSettings_QosClass) Enum() *EdgeTpuSettings_QosClass

func (EdgeTpuSettings_QosClass) EnumDescriptor deprecated 

func (EdgeTpuSettings_QosClass) EnumDescriptor() ([]byte, []int)

Deprecated: Use EdgeTpuSettings_QosClass.Descriptor instead.

func (EdgeTpuSettings_QosClass) Number 

func (x EdgeTpuSettings_QosClass) Number() protoreflect.EnumNumber

func (EdgeTpuSettings_QosClass) String 

func (x EdgeTpuSettings_QosClass) String() string

func (EdgeTpuSettings_QosClass) Type 

func (EdgeTpuSettings_QosClass) Type() protoreflect.EnumType

func (*EdgeTpuSettings_QosClass) UnmarshalJSON deprecated 

func (x *EdgeTpuSettings_QosClass) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type ErrorCode 

type ErrorCode struct {

	// Which delegate the error comes from (or NONE, if it comes from the tflite
	// framework).
	Source *Delegate `protobuf:"varint,1,opt,name=source,enum=tflite.proto.Delegate" json:"source,omitempty"`
	// What the tflite level error is.
	TfliteError *int32 `protobuf:"varint,2,opt,name=tflite_error,json=tfliteError" json:"tflite_error,omitempty"`
	// What the underlying error is (e.g., NNAPI or OpenGL error).
	UnderlyingApiError *int64 `protobuf:"varint,3,opt,name=underlying_api_error,json=underlyingApiError" json:"underlying_api_error,omitempty"`
	// contains filtered or unexported fields
}

A handled error.

func (*ErrorCode) Descriptor deprecated 

func (*ErrorCode) Descriptor() ([]byte, []int)

Deprecated: Use ErrorCode.ProtoReflect.Descriptor instead.

func (*ErrorCode) GetSource 

func (x *ErrorCode) GetSource() Delegate

func (*ErrorCode) GetTfliteError 

func (x *ErrorCode) GetTfliteError() int32

func (*ErrorCode) GetUnderlyingApiError 

func (x *ErrorCode) GetUnderlyingApiError() int64

func (*ErrorCode) ProtoMessage 

func (*ErrorCode) ProtoMessage()

func (*ErrorCode) ProtoReflect 

func (x *ErrorCode) ProtoReflect() protoreflect.Message

func (*ErrorCode) Reset 

func (x *ErrorCode) Reset()

func (*ErrorCode) String 

func (x *ErrorCode) String() string

type ExecutionPreference 

type ExecutionPreference int32

ExecutionPreference is used to match accelerators against the preferences of the current application or usecase. Some of the values here can appear both in the compatibility list and as input, some only as input.

These are separate from NNAPIExecutionPreference - the compatibility list design doesn't assume a one-to-one mapping between which usecases compatibility list entries have been developed for and what settings are used for NNAPI. 

const (
	// Match any selected preference. Allowlist (semantically - value is same as
	// on input).
	ExecutionPreference_ANY ExecutionPreference = 0
	// Match low latency preference. Both compatibility list and input.
	ExecutionPreference_LOW_LATENCY ExecutionPreference = 1
	// Math low power preference. Both compatibility list and input.
	ExecutionPreference_LOW_POWER ExecutionPreference = 2
	// Never accelerate. Can be used for input to compatibility list or for
	// standalone Acceleration configuration.
	ExecutionPreference_FORCE_CPU ExecutionPreference = 3
)

func (ExecutionPreference) Descriptor 

func (ExecutionPreference) Descriptor() protoreflect.EnumDescriptor

func (ExecutionPreference) Enum 

func (x ExecutionPreference) Enum() *ExecutionPreference

func (ExecutionPreference) EnumDescriptor deprecated 

func (ExecutionPreference) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExecutionPreference.Descriptor instead.

func (ExecutionPreference) Number 

func (x ExecutionPreference) Number() protoreflect.EnumNumber

func (ExecutionPreference) String 

func (x ExecutionPreference) String() string

func (ExecutionPreference) Type 

func (ExecutionPreference) Type() protoreflect.EnumType

func (*ExecutionPreference) UnmarshalJSON deprecated 

func (x *ExecutionPreference) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type FallbackSettings 

type FallbackSettings struct {

	// Whether to allow automatically falling back to TfLite CPU path on
	// compilation failure. Default is not allowing automatic fallback.
	//
	// This is useful in naive production usecases where the caller would prefer
	// for the model to run even if it's not accelerated. More advanced users will
	// implement fallback themselves; e.g., by using a different model on CPU.
	//
	// Note that compilation errors may occur either at initial
	// ModifyGraphWithDelegate() time, or when calling AllocateTensors() after
	// resizing.
	AllowAutomaticFallbackOnCompilationError *bool `` /* 183-byte string literal not displayed */
	// Whether to allow automatically falling back to TfLite CPU path on
	// execution error. Default is not allowing automatic fallback.
	//
	// Experimental, use with care (only when you have complete control over the
	// client code).
	//
	// The caveat above for compilation error holds.  Additionally, execution-time
	// errors are harder to handle automatically as they require invalidating the
	// TfLite interpreter which most client code has not been designed to deal
	// with.
	AllowAutomaticFallbackOnExecutionError *bool `` /* 177-byte string literal not displayed */
	// contains filtered or unexported fields
}

Whether to automatically fallback to TFLite CPU path on delegation errors.

Typically fallback is enabled in production use but disabled in tests and benchmarks to ensure they test the intended path.

func (*FallbackSettings) Descriptor deprecated 

func (*FallbackSettings) Descriptor() ([]byte, []int)

Deprecated: Use FallbackSettings.ProtoReflect.Descriptor instead.

func (*FallbackSettings) GetAllowAutomaticFallbackOnCompilationError 

func (x *FallbackSettings) GetAllowAutomaticFallbackOnCompilationError() bool

func (*FallbackSettings) GetAllowAutomaticFallbackOnExecutionError 

func (x *FallbackSettings) GetAllowAutomaticFallbackOnExecutionError() bool

func (*FallbackSettings) ProtoMessage 

func (*FallbackSettings) ProtoMessage()

func (*FallbackSettings) ProtoReflect 

func (x *FallbackSettings) ProtoReflect() protoreflect.Message

func (*FallbackSettings) Reset 

func (x *FallbackSettings) Reset()

func (*FallbackSettings) String 

func (x *FallbackSettings) String() string

type GPUBackend 

type GPUBackend int32

LINT.IfChange Which GPU backend to select. Default behaviour on Android is to try OpenCL and if it's not available fall back to OpenGL. 

const (
	GPUBackend_UNSET  GPUBackend = 0
	GPUBackend_OPENCL GPUBackend = 1
	GPUBackend_OPENGL GPUBackend = 2
)

func (GPUBackend) Descriptor 

func (GPUBackend) Descriptor() protoreflect.EnumDescriptor

func (GPUBackend) Enum 

func (x GPUBackend) Enum() *GPUBackend

func (GPUBackend) EnumDescriptor deprecated 

func (GPUBackend) EnumDescriptor() ([]byte, []int)

Deprecated: Use GPUBackend.Descriptor instead.

func (GPUBackend) Number 

func (x GPUBackend) Number() protoreflect.EnumNumber

func (GPUBackend) String 

func (x GPUBackend) String() string

func (GPUBackend) Type 

func (GPUBackend) Type() protoreflect.EnumType

func (*GPUBackend) UnmarshalJSON deprecated 

func (x *GPUBackend) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type GPUInferencePriority 

type GPUInferencePriority int32

GPU inference priorities define relative priorities given by the GPU delegate to different client needs. Corresponds to TfLiteGpuInferencePriority. 

const (
	GPUInferencePriority_GPU_PRIORITY_AUTO             GPUInferencePriority = 0
	GPUInferencePriority_GPU_PRIORITY_MAX_PRECISION    GPUInferencePriority = 1
	GPUInferencePriority_GPU_PRIORITY_MIN_LATENCY      GPUInferencePriority = 2
	GPUInferencePriority_GPU_PRIORITY_MIN_MEMORY_USAGE GPUInferencePriority = 3
)

func (GPUInferencePriority) Descriptor 

func (GPUInferencePriority) Descriptor() protoreflect.EnumDescriptor

func (GPUInferencePriority) Enum 

func (x GPUInferencePriority) Enum() *GPUInferencePriority

func (GPUInferencePriority) EnumDescriptor deprecated 

func (GPUInferencePriority) EnumDescriptor() ([]byte, []int)

Deprecated: Use GPUInferencePriority.Descriptor instead.

func (GPUInferencePriority) Number 

func (x GPUInferencePriority) Number() protoreflect.EnumNumber

func (GPUInferencePriority) String 

func (x GPUInferencePriority) String() string

func (GPUInferencePriority) Type 

func (GPUInferencePriority) Type() protoreflect.EnumType

func (*GPUInferencePriority) UnmarshalJSON deprecated 

func (x *GPUInferencePriority) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type GPUInferenceUsage 

type GPUInferenceUsage int32

GPU inference preference for initialization time vs. inference time. Corresponds to TfLiteGpuInferenceUsage. 

const (
	// Delegate will be used only once, therefore, bootstrap/init time should
	// be taken into account.
	GPUInferenceUsage_GPU_INFERENCE_PREFERENCE_FAST_SINGLE_ANSWER GPUInferenceUsage = 0
	// Prefer maximizing the throughput. Same delegate will be used repeatedly on
	// multiple inputs.
	GPUInferenceUsage_GPU_INFERENCE_PREFERENCE_SUSTAINED_SPEED GPUInferenceUsage = 1
)

func (GPUInferenceUsage) Descriptor 

func (GPUInferenceUsage) Descriptor() protoreflect.EnumDescriptor

func (GPUInferenceUsage) Enum 

func (x GPUInferenceUsage) Enum() *GPUInferenceUsage

func (GPUInferenceUsage) EnumDescriptor deprecated 

func (GPUInferenceUsage) EnumDescriptor() ([]byte, []int)

Deprecated: Use GPUInferenceUsage.Descriptor instead.

func (GPUInferenceUsage) Number 

func (x GPUInferenceUsage) Number() protoreflect.EnumNumber

func (GPUInferenceUsage) String 

func (x GPUInferenceUsage) String() string

func (GPUInferenceUsage) Type 

func (GPUInferenceUsage) Type() protoreflect.EnumType

func (*GPUInferenceUsage) UnmarshalJSON deprecated 

func (x *GPUInferenceUsage) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type GPUSettings 

type GPUSettings struct {

	// Obsolete: Ignored if inference_priority1/2/3 are set.
	IsPrecisionLossAllowed   *bool       `protobuf:"varint,1,opt,name=is_precision_loss_allowed,json=isPrecisionLossAllowed" json:"is_precision_loss_allowed,omitempty"`
	EnableQuantizedInference *bool       `` /* 135-byte string literal not displayed */
	ForceBackend             *GPUBackend `protobuf:"varint,3,opt,name=force_backend,json=forceBackend,enum=tflite.proto.GPUBackend" json:"force_backend,omitempty"`
	// Ordered priorities provide better control over desired semantics,
	// where priority(n) is more important than priority(n+1). Therefore,
	// each time inference engine needs to make a decision, it uses
	// ordered priorities to do so.
	//
	// Default values correspond to GPU_PRIORITY_AUTO.
	// AUTO priority can only be used when higher priorities are fully specified.
	// For example:
	//
	//	VALID:   priority1 = MIN_LATENCY, priority2 = AUTO, priority3 = AUTO
	//	VALID:   priority1 = MIN_LATENCY, priority2 = MAX_PRECISION,
	//	         priority3 = AUTO
	//	INVALID: priority1 = AUTO, priority2 = MIN_LATENCY, priority3 = AUTO
	//	INVALID: priority1 = MIN_LATENCY, priority2 = AUTO,
	//	         priority3 = MAX_PRECISION
	//
	// Invalid priorities will result in error.
	//
	// For more information, see TfLiteGpuDelegateOptionsV2.
	InferencePriority1 *GPUInferencePriority `` /* 154-byte string literal not displayed */
	InferencePriority2 *GPUInferencePriority `` /* 154-byte string literal not displayed */
	InferencePriority3 *GPUInferencePriority `` /* 154-byte string literal not displayed */
	// Whether to optimize for compilation+execution time or execution time only.
	InferencePreference *GPUInferenceUsage `` /* 148-byte string literal not displayed */
	// Model serialization. Setting both of these fields will also set the
	// TFLITE_GPU_EXPERIMENTAL_FLAGS_ENABLE_SERIALIZATION flag on the delegate.
	//
	// GPU model serialization directory passed in TfLiteGpuDelegateOptionsV2.
	// This should be set to the application's code cache directory so that it can
	// not be accessed by other apps and is correctly deleted on app updates.
	// tflite::StatefulNnApiDelegate
	CacheDirectory *string `protobuf:"bytes,8,opt,name=cache_directory,json=cacheDirectory" json:"cache_directory,omitempty"`
	// Normally, the model name with version number should be provided here, since
	// each model needs an unique ID to avoid cache collision.
	ModelToken *string `protobuf:"bytes,9,opt,name=model_token,json=modelToken" json:"model_token,omitempty"`
	// contains filtered or unexported fields
}

GPU Delegate settings.

See https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/gpu/delegate.h

func (*GPUSettings) Descriptor deprecated 

func (*GPUSettings) Descriptor() ([]byte, []int)

Deprecated: Use GPUSettings.ProtoReflect.Descriptor instead.

func (*GPUSettings) GetCacheDirectory 

func (x *GPUSettings) GetCacheDirectory() string

func (*GPUSettings) GetEnableQuantizedInference 

func (x *GPUSettings) GetEnableQuantizedInference() bool

func (*GPUSettings) GetForceBackend 

func (x *GPUSettings) GetForceBackend() GPUBackend

func (*GPUSettings) GetInferencePreference 

func (x *GPUSettings) GetInferencePreference() GPUInferenceUsage

func (*GPUSettings) GetInferencePriority1 

func (x *GPUSettings) GetInferencePriority1() GPUInferencePriority

func (*GPUSettings) GetInferencePriority2 

func (x *GPUSettings) GetInferencePriority2() GPUInferencePriority

func (*GPUSettings) GetInferencePriority3 

func (x *GPUSettings) GetInferencePriority3() GPUInferencePriority

func (*GPUSettings) GetIsPrecisionLossAllowed 

func (x *GPUSettings) GetIsPrecisionLossAllowed() bool

func (*GPUSettings) GetModelToken 

func (x *GPUSettings) GetModelToken() string

func (*GPUSettings) ProtoMessage 

func (*GPUSettings) ProtoMessage()

func (*GPUSettings) ProtoReflect 

func (x *GPUSettings) ProtoReflect() protoreflect.Message

func (*GPUSettings) Reset 

func (x *GPUSettings) Reset()

func (*GPUSettings) String 

func (x *GPUSettings) String() string

type HexagonSettings 

type HexagonSettings struct {
	DebugLevel        *int32 `protobuf:"varint,1,opt,name=debug_level,json=debugLevel" json:"debug_level,omitempty"`
	PowersaveLevel    *int32 `protobuf:"varint,2,opt,name=powersave_level,json=powersaveLevel" json:"powersave_level,omitempty"`
	PrintGraphProfile *bool  `protobuf:"varint,3,opt,name=print_graph_profile,json=printGraphProfile" json:"print_graph_profile,omitempty"`
	PrintGraphDebug   *bool  `protobuf:"varint,4,opt,name=print_graph_debug,json=printGraphDebug" json:"print_graph_debug,omitempty"`
	// contains filtered or unexported fields
}

Hexagon Delegate settings.

See https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/hexagon/hexagon_delegate.h

func (*HexagonSettings) Descriptor deprecated 

func (*HexagonSettings) Descriptor() ([]byte, []int)

Deprecated: Use HexagonSettings.ProtoReflect.Descriptor instead.

func (*HexagonSettings) GetDebugLevel 

func (x *HexagonSettings) GetDebugLevel() int32

func (*HexagonSettings) GetPowersaveLevel 

func (x *HexagonSettings) GetPowersaveLevel() int32

func (*HexagonSettings) GetPrintGraphDebug 

func (x *HexagonSettings) GetPrintGraphDebug() bool

func (*HexagonSettings) GetPrintGraphProfile 

func (x *HexagonSettings) GetPrintGraphProfile() bool

func (*HexagonSettings) ProtoMessage 

func (*HexagonSettings) ProtoMessage()

func (*HexagonSettings) ProtoReflect 

func (x *HexagonSettings) ProtoReflect() protoreflect.Message

func (*HexagonSettings) Reset 

func (x *HexagonSettings) Reset()

func (*HexagonSettings) String 

func (x *HexagonSettings) String() string

type MiniBenchmarkEvent 

type MiniBenchmarkEvent struct {

	// If set to true, this event is used to mark all previous events in the
	// mini-benchmark internal storage as read and one of the other fields
	// in this message will have a value.
	IsLogFlushingEvent *bool `protobuf:"varint,1,opt,name=is_log_flushing_event,json=isLogFlushingEvent" json:"is_log_flushing_event,omitempty"`
	// Event generated when a best acceleration decision is taken.
	BestAccelerationDecision *BestAccelerationDecision `` /* 128-byte string literal not displayed */
	// Reports a failure during mini-benchmark initialization.
	InitializationFailure *BenchmarkInitializationFailure `protobuf:"bytes,3,opt,name=initialization_failure,json=initializationFailure" json:"initialization_failure,omitempty"`
	// Event generated while benchmarking the different settings to test locally.
	BenchmarkEvent *BenchmarkEvent `protobuf:"bytes,4,opt,name=benchmark_event,json=benchmarkEvent" json:"benchmark_event,omitempty"`
	// contains filtered or unexported fields
}

Events generated by the mini-benchmark before and after triggering the different configuration-specific benchmarks

func (*MiniBenchmarkEvent) Descriptor deprecated 

func (*MiniBenchmarkEvent) Descriptor() ([]byte, []int)

Deprecated: Use MiniBenchmarkEvent.ProtoReflect.Descriptor instead.

func (*MiniBenchmarkEvent) GetBenchmarkEvent 

func (x *MiniBenchmarkEvent) GetBenchmarkEvent() *BenchmarkEvent

func (*MiniBenchmarkEvent) GetBestAccelerationDecision 

func (x *MiniBenchmarkEvent) GetBestAccelerationDecision() *BestAccelerationDecision

func (*MiniBenchmarkEvent) GetInitializationFailure 

func (x *MiniBenchmarkEvent) GetInitializationFailure() *BenchmarkInitializationFailure

func (*MiniBenchmarkEvent) GetIsLogFlushingEvent 

func (x *MiniBenchmarkEvent) GetIsLogFlushingEvent() bool

func (*MiniBenchmarkEvent) ProtoMessage 

func (*MiniBenchmarkEvent) ProtoMessage()

func (*MiniBenchmarkEvent) ProtoReflect 

func (x *MiniBenchmarkEvent) ProtoReflect() protoreflect.Message

func (*MiniBenchmarkEvent) Reset 

func (x *MiniBenchmarkEvent) Reset()

func (*MiniBenchmarkEvent) String 

func (x *MiniBenchmarkEvent) String() string

type MinibenchmarkSettings 

type MinibenchmarkSettings struct {

	// Which settings to test. This would typically be filled in from an
	// allowlist.
	SettingsToTest []*TFLiteSettings `protobuf:"bytes,1,rep,name=settings_to_test,json=settingsToTest" json:"settings_to_test,omitempty"`
	// How to access the model. This would typically be set dynamically, as it
	// depends on the application folder and/or runtime state.
	ModelFile *ModelFile `protobuf:"bytes,2,opt,name=model_file,json=modelFile" json:"model_file,omitempty"`
	// Where to store state. This would typically be set dynamically, as it
	// depends on the application folder.
	StoragePaths *BenchmarkStoragePaths `protobuf:"bytes,3,opt,name=storage_paths,json=storagePaths" json:"storage_paths,omitempty"`
	// Validation test related settings.
	ValidationSettings *ValidationSettings `protobuf:"bytes,4,opt,name=validation_settings,json=validationSettings" json:"validation_settings,omitempty"`
	// contains filtered or unexported fields
}

How to run a minibenchmark. Next ID: 5

func (*MinibenchmarkSettings) Descriptor deprecated 

func (*MinibenchmarkSettings) Descriptor() ([]byte, []int)

Deprecated: Use MinibenchmarkSettings.ProtoReflect.Descriptor instead.

func (*MinibenchmarkSettings) GetModelFile 

func (x *MinibenchmarkSettings) GetModelFile() *ModelFile

func (*MinibenchmarkSettings) GetSettingsToTest 

func (x *MinibenchmarkSettings) GetSettingsToTest() []*TFLiteSettings

func (*MinibenchmarkSettings) GetStoragePaths 

func (x *MinibenchmarkSettings) GetStoragePaths() *BenchmarkStoragePaths

func (*MinibenchmarkSettings) GetValidationSettings added in v2.11.0 

func (x *MinibenchmarkSettings) GetValidationSettings() *ValidationSettings

func (*MinibenchmarkSettings) ProtoMessage 

func (*MinibenchmarkSettings) ProtoMessage()

func (*MinibenchmarkSettings) ProtoReflect 

func (x *MinibenchmarkSettings) ProtoReflect() protoreflect.Message

func (*MinibenchmarkSettings) Reset 

func (x *MinibenchmarkSettings) Reset()

func (*MinibenchmarkSettings) String 

func (x *MinibenchmarkSettings) String() string

type ModelFile 

type ModelFile struct {

	// Filename for reading model from.
	Filename *string `protobuf:"bytes,1,opt,name=filename" json:"filename,omitempty"`
	// File descriptor to read model from.
	Fd *int64 `protobuf:"varint,2,opt,name=fd" json:"fd,omitempty"`
	// Offset for model in file descriptor.
	Offset *int64 `protobuf:"varint,3,opt,name=offset" json:"offset,omitempty"`
	// Length of model in file descriptor.
	Length       *int64        `protobuf:"varint,4,opt,name=length" json:"length,omitempty"`
	ModelIdGroup *ModelIdGroup `protobuf:"bytes,5,opt,name=model_id_group,json=modelIdGroup" json:"model_id_group,omitempty"`
	// contains filtered or unexported fields
}

How to access the model for mini-benchmark. Since mini-benchmark runs in a separate process, it can not access an in-memory model. It can read the model either from a file or from a file descriptor. The file descriptor typically comes from the Android asset manager.

Users should set either filename, or all of fd, offset and length.

func (*ModelFile) Descriptor deprecated 

func (*ModelFile) Descriptor() ([]byte, []int)

Deprecated: Use ModelFile.ProtoReflect.Descriptor instead.

func (*ModelFile) GetFd 

func (x *ModelFile) GetFd() int64

func (*ModelFile) GetFilename 

func (x *ModelFile) GetFilename() string

func (*ModelFile) GetLength 

func (x *ModelFile) GetLength() int64

func (*ModelFile) GetModelIdGroup added in v2.12.0 

func (x *ModelFile) GetModelIdGroup() *ModelIdGroup

func (*ModelFile) GetOffset 

func (x *ModelFile) GetOffset() int64

func (*ModelFile) ProtoMessage 

func (*ModelFile) ProtoMessage()

func (*ModelFile) ProtoReflect 

func (x *ModelFile) ProtoReflect() protoreflect.Message

func (*ModelFile) Reset 

func (x *ModelFile) Reset()

func (*ModelFile) String 

func (x *ModelFile) String() string

type ModelIdGroup added in v2.12.0 

type ModelIdGroup struct {
	ModelNamespace *string `protobuf:"bytes,1,opt,name=model_namespace,json=modelNamespace" json:"model_namespace,omitempty"`
	ModelId        *string `protobuf:"bytes,2,opt,name=model_id,json=modelId" json:"model_id,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelIdGroup) Descriptor deprecated added in v2.12.0 

func (*ModelIdGroup) Descriptor() ([]byte, []int)

Deprecated: Use ModelIdGroup.ProtoReflect.Descriptor instead.

func (*ModelIdGroup) GetModelId added in v2.12.0 

func (x *ModelIdGroup) GetModelId() string

func (*ModelIdGroup) GetModelNamespace added in v2.12.0 

func (x *ModelIdGroup) GetModelNamespace() string

func (*ModelIdGroup) ProtoMessage added in v2.12.0 

func (*ModelIdGroup) ProtoMessage()

func (*ModelIdGroup) ProtoReflect added in v2.12.0 

func (x *ModelIdGroup) ProtoReflect() protoreflect.Message

func (*ModelIdGroup) Reset added in v2.12.0 

func (x *ModelIdGroup) Reset()

func (*ModelIdGroup) String added in v2.12.0 

func (x *ModelIdGroup) String() string

type NNAPIExecutionPreference 

type NNAPIExecutionPreference int32
const (
	// Undefined.
	NNAPIExecutionPreference_UNDEFINED NNAPIExecutionPreference = 0
	// Prefer executing in a way that minimizes battery drain.
	NNAPIExecutionPreference_NNAPI_LOW_POWER NNAPIExecutionPreference = 1
	// Prefer returning a single answer as fast as possible, even if this causes
	// more power consumption.
	NNAPIExecutionPreference_NNAPI_FAST_SINGLE_ANSWER NNAPIExecutionPreference = 2
	// Prefer maximizing the throughput of successive frames, for example when
	// processing successive frames coming from the camera.
	NNAPIExecutionPreference_NNAPI_SUSTAINED_SPEED NNAPIExecutionPreference = 3
)

func (NNAPIExecutionPreference) Descriptor 

func (NNAPIExecutionPreference) Descriptor() protoreflect.EnumDescriptor

func (NNAPIExecutionPreference) Enum 

func (x NNAPIExecutionPreference) Enum() *NNAPIExecutionPreference

func (NNAPIExecutionPreference) EnumDescriptor deprecated 

func (NNAPIExecutionPreference) EnumDescriptor() ([]byte, []int)

Deprecated: Use NNAPIExecutionPreference.Descriptor instead.

func (NNAPIExecutionPreference) Number 

func (x NNAPIExecutionPreference) Number() protoreflect.EnumNumber

func (NNAPIExecutionPreference) String 

func (x NNAPIExecutionPreference) String() string

func (NNAPIExecutionPreference) Type 

func (NNAPIExecutionPreference) Type() protoreflect.EnumType

func (*NNAPIExecutionPreference) UnmarshalJSON deprecated 

func (x *NNAPIExecutionPreference) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type NNAPIExecutionPriority 

type NNAPIExecutionPriority int32
const (
	NNAPIExecutionPriority_NNAPI_PRIORITY_UNDEFINED NNAPIExecutionPriority = 0
	NNAPIExecutionPriority_NNAPI_PRIORITY_LOW       NNAPIExecutionPriority = 1
	NNAPIExecutionPriority_NNAPI_PRIORITY_MEDIUM    NNAPIExecutionPriority = 2
	NNAPIExecutionPriority_NNAPI_PRIORITY_HIGH      NNAPIExecutionPriority = 3
)

func (NNAPIExecutionPriority) Descriptor 

func (NNAPIExecutionPriority) Descriptor() protoreflect.EnumDescriptor

func (NNAPIExecutionPriority) Enum 

func (x NNAPIExecutionPriority) Enum() *NNAPIExecutionPriority

func (NNAPIExecutionPriority) EnumDescriptor deprecated 

func (NNAPIExecutionPriority) EnumDescriptor() ([]byte, []int)

Deprecated: Use NNAPIExecutionPriority.Descriptor instead.

func (NNAPIExecutionPriority) Number 

func (x NNAPIExecutionPriority) Number() protoreflect.EnumNumber

func (NNAPIExecutionPriority) String 

func (x NNAPIExecutionPriority) String() string

func (NNAPIExecutionPriority) Type 

func (NNAPIExecutionPriority) Type() protoreflect.EnumType

func (*NNAPIExecutionPriority) UnmarshalJSON deprecated 

func (x *NNAPIExecutionPriority) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type NNAPISettings 

type NNAPISettings struct {

	// Which instance (NNAPI accelerator) to use. One driver may provide several
	// accelerators (though a driver may also hide several back-ends behind one
	// name, at the choice of the driver vendor).
	// Note that driver introspection is only available in Android Q and later.
	AcceleratorName *string `protobuf:"bytes,1,opt,name=accelerator_name,json=acceleratorName" json:"accelerator_name,omitempty"`
	// NNAPI model compilation caching settings to be passed to
	// tflite::StatefulNnApiDelegate
	CacheDirectory *string `protobuf:"bytes,2,opt,name=cache_directory,json=cacheDirectory" json:"cache_directory,omitempty"`
	ModelToken     *string `protobuf:"bytes,3,opt,name=model_token,json=modelToken" json:"model_token,omitempty"`
	// NNAPI execution preference to pass. See
	// https://developer.android.com/ndk/reference/group/neural-networks.html
	ExecutionPreference *NNAPIExecutionPreference `` /* 155-byte string literal not displayed */
	// Number of instances to cache for the same model (for input size
	// changes). This is mandatory for getting reasonable performance in that
	// case.
	NoOfNnapiInstancesToCache *int32 `` /* 138-byte string literal not displayed */
	// Deprecated; use the fallback_settings in TFLiteSettings.
	//
	// Whether to automatically fall back to TFLite CPU path.
	//
	// Deprecated: Marked as deprecated in tensorflow/lite/experimental/acceleration/configuration/configuration.proto.
	FallbackSettings *FallbackSettings `protobuf:"bytes,6,opt,name=fallback_settings,json=fallbackSettings" json:"fallback_settings,omitempty"`
	// Whether to allow use of NNAPI CPU (nnapi-reference accelerator) on Android
	// 10+ when an accelerator name is not specified. The NNAPI CPU typically
	// performs less well than the TfLite built-in kernels; but allowing allows a
	// model to be partially accelerated which may be a win.
	AllowNnapiCpuOnAndroid_10Plus *bool                   `` /* 149-byte string literal not displayed */
	ExecutionPriority             *NNAPIExecutionPriority `` /* 147-byte string literal not displayed */
	// Whether to allow dynamic dimension sizes without re-compilation.
	// A tensor of with dynamic dimension must have a valid dims_signature
	// defined.
	// Only supported in NNAPI 1.1 and newer versions.
	// WARNING: Setting this flag to true may result in model being rejected by
	// accelerator. This should only be enabled if the target device supports
	// dynamic dimensions of the model.
	// By default this is set to false.
	AllowDynamicDimensions *bool `protobuf:"varint,9,opt,name=allow_dynamic_dimensions,json=allowDynamicDimensions" json:"allow_dynamic_dimensions,omitempty"`
	// Whether to allow the NNAPI accelerator to optionally use lower-precision
	// float16 (16-bit floating point) arithmetic when doing calculations on
	// float32 (32-bit floating point).
	AllowFp16PrecisionForFp32 *bool `` /* 137-byte string literal not displayed */
	// Whether to use NNAPI Burst mode.
	// Burst mode allows accelerators to efficiently manage resources, which
	// would significantly reduce overhead especially if the same delegate
	// instance is to be used for multiple inferences.
	UseBurstComputation *bool `protobuf:"varint,11,opt,name=use_burst_computation,json=useBurstComputation" json:"use_burst_computation,omitempty"`
	// Optional pointer to NNAPI Support Library provided pointer to
	// NnApiSLDriverImplFL5 which can be used to construct the
	// NNAPI delegate.
	SupportLibraryHandle *int64 `protobuf:"varint,12,opt,name=support_library_handle,json=supportLibraryHandle" json:"support_library_handle,omitempty"`
	// contains filtered or unexported fields
}

NNAPI delegate settings.

func (*NNAPISettings) Descriptor deprecated 

func (*NNAPISettings) Descriptor() ([]byte, []int)

Deprecated: Use NNAPISettings.ProtoReflect.Descriptor instead.

func (*NNAPISettings) GetAcceleratorName 

func (x *NNAPISettings) GetAcceleratorName() string

func (*NNAPISettings) GetAllowDynamicDimensions 

func (x *NNAPISettings) GetAllowDynamicDimensions() bool

func (*NNAPISettings) GetAllowFp16PrecisionForFp32 

func (x *NNAPISettings) GetAllowFp16PrecisionForFp32() bool

func (*NNAPISettings) GetAllowNnapiCpuOnAndroid_10Plus 

func (x *NNAPISettings) GetAllowNnapiCpuOnAndroid_10Plus() bool

func (*NNAPISettings) GetCacheDirectory 

func (x *NNAPISettings) GetCacheDirectory() string

func (*NNAPISettings) GetExecutionPreference 

func (x *NNAPISettings) GetExecutionPreference() NNAPIExecutionPreference

func (*NNAPISettings) GetExecutionPriority 

func (x *NNAPISettings) GetExecutionPriority() NNAPIExecutionPriority

func (*NNAPISettings) GetFallbackSettings deprecated 

func (x *NNAPISettings) GetFallbackSettings() *FallbackSettings

Deprecated: Marked as deprecated in tensorflow/lite/experimental/acceleration/configuration/configuration.proto.

func (*NNAPISettings) GetModelToken 

func (x *NNAPISettings) GetModelToken() string

func (*NNAPISettings) GetNoOfNnapiInstancesToCache 

func (x *NNAPISettings) GetNoOfNnapiInstancesToCache() int32

func (*NNAPISettings) GetSupportLibraryHandle 

func (x *NNAPISettings) GetSupportLibraryHandle() int64

func (*NNAPISettings) GetUseBurstComputation 

func (x *NNAPISettings) GetUseBurstComputation() bool

func (*NNAPISettings) ProtoMessage 

func (*NNAPISettings) ProtoMessage()

func (*NNAPISettings) ProtoReflect 

func (x *NNAPISettings) ProtoReflect() protoreflect.Message

func (*NNAPISettings) Reset 

func (x *NNAPISettings) Reset()

func (*NNAPISettings) String 

func (x *NNAPISettings) String() string

type StableDelegateLoaderSettings added in v2.12.0 

type StableDelegateLoaderSettings struct {

	// The path of the stable delegate shared object file. Then the stable
	// delegate provider can dynamically load the shared object file.
	DelegatePath *string `protobuf:"bytes,1,opt,name=delegate_path,json=delegatePath" json:"delegate_path,omitempty"`
	// contains filtered or unexported fields
}

Stable delegate loader settings.

See tensorflow/lite/core/experimental/acceleration/configuration/c/stable_delegate.h An example stable delegate: tensorflow/lite/delegates/utils/experimental/sample_stable_delegate

func (*StableDelegateLoaderSettings) Descriptor deprecated added in v2.12.0 

func (*StableDelegateLoaderSettings) Descriptor() ([]byte, []int)

Deprecated: Use StableDelegateLoaderSettings.ProtoReflect.Descriptor instead.

func (*StableDelegateLoaderSettings) GetDelegatePath added in v2.12.0 

func (x *StableDelegateLoaderSettings) GetDelegatePath() string

func (*StableDelegateLoaderSettings) ProtoMessage added in v2.12.0 

func (*StableDelegateLoaderSettings) ProtoMessage()

func (*StableDelegateLoaderSettings) ProtoReflect added in v2.12.0 

func (x *StableDelegateLoaderSettings) ProtoReflect() protoreflect.Message

func (*StableDelegateLoaderSettings) Reset added in v2.12.0 

func (x *StableDelegateLoaderSettings) Reset()

func (*StableDelegateLoaderSettings) String added in v2.12.0 

func (x *StableDelegateLoaderSettings) String() string

type TFLiteSettings 

type TFLiteSettings struct {

	// Which delegate to use.
	Delegate *Delegate `protobuf:"varint,1,opt,name=delegate,enum=tflite.proto.Delegate" json:"delegate,omitempty"`
	// How to configure the chosen delegate.
	// (In principle we would like to use 'oneof', but flatc turns that into an
	// nested anonymous table rather than a union. See
	// https://github.com/google/flatbuffers/issues/4628).
	NnapiSettings   *NNAPISettings   `protobuf:"bytes,2,opt,name=nnapi_settings,json=nnapiSettings" json:"nnapi_settings,omitempty"`
	GpuSettings     *GPUSettings     `protobuf:"bytes,3,opt,name=gpu_settings,json=gpuSettings" json:"gpu_settings,omitempty"`
	HexagonSettings *HexagonSettings `protobuf:"bytes,4,opt,name=hexagon_settings,json=hexagonSettings" json:"hexagon_settings,omitempty"`
	XnnpackSettings *XNNPackSettings `protobuf:"bytes,5,opt,name=xnnpack_settings,json=xnnpackSettings" json:"xnnpack_settings,omitempty"`
	CoremlSettings  *CoreMLSettings  `protobuf:"bytes,11,opt,name=coreml_settings,json=coremlSettings" json:"coreml_settings,omitempty"`
	// How to configure CPU execution.
	CpuSettings *CPUSettings `protobuf:"bytes,6,opt,name=cpu_settings,json=cpuSettings" json:"cpu_settings,omitempty"`
	// Shared delegation settings.
	MaxDelegatedPartitions *int32 `protobuf:"varint,7,opt,name=max_delegated_partitions,json=maxDelegatedPartitions" json:"max_delegated_partitions,omitempty"`
	// For configuring the EdgeTpuDelegate.
	EdgetpuSettings *EdgeTpuSettings `protobuf:"bytes,8,opt,name=edgetpu_settings,json=edgetpuSettings" json:"edgetpu_settings,omitempty"`
	// For configuring the Coral EdgeTpu Delegate.
	CoralSettings *CoralSettings `protobuf:"bytes,10,opt,name=coral_settings,json=coralSettings" json:"coral_settings,omitempty"`
	// Whether to automatically fall back to TFLite CPU path.
	FallbackSettings *FallbackSettings `protobuf:"bytes,9,opt,name=fallback_settings,json=fallbackSettings" json:"fallback_settings,omitempty"`
	// Whether to disable default delegates (XNNPack).
	// TODO(b/260405596): Update the comment to clarify the interaction between
	// `disable_default_delegates` and `fallback_settings`.
	DisableDefaultDelegates *bool `` /* 127-byte string literal not displayed */
	// For loading a stable delegate. If an app supplies a delegate shared library
	// (e.g. packaged with the app, or downloaded separately), the app can use
	// this field for passing the path to the delegate shared library.
	//
	// The stable delegate loader settings field works together with the settings
	// of other concrete stable delegates; the stable delegate loader is not a
	// concrete delegate type but a mechanism for initializing the TF Lite stable
	// delegates.
	//
	// See
	// tensorflow/lite/delegates/utils/experimental/sample_stable_delegate
	StableDelegateLoaderSettings *StableDelegateLoaderSettings `` /* 143-byte string literal not displayed */
	// contains filtered or unexported fields
}

How to configure TFLite.

func (*TFLiteSettings) Descriptor deprecated 

func (*TFLiteSettings) Descriptor() ([]byte, []int)

Deprecated: Use TFLiteSettings.ProtoReflect.Descriptor instead.

func (*TFLiteSettings) GetCoralSettings 

func (x *TFLiteSettings) GetCoralSettings() *CoralSettings

func (*TFLiteSettings) GetCoremlSettings 

func (x *TFLiteSettings) GetCoremlSettings() *CoreMLSettings

func (*TFLiteSettings) GetCpuSettings 

func (x *TFLiteSettings) GetCpuSettings() *CPUSettings

func (*TFLiteSettings) GetDelegate 

func (x *TFLiteSettings) GetDelegate() Delegate

func (*TFLiteSettings) GetDisableDefaultDelegates 

func (x *TFLiteSettings) GetDisableDefaultDelegates() bool

func (*TFLiteSettings) GetEdgetpuSettings 

func (x *TFLiteSettings) GetEdgetpuSettings() *EdgeTpuSettings

func (*TFLiteSettings) GetFallbackSettings 

func (x *TFLiteSettings) GetFallbackSettings() *FallbackSettings

func (*TFLiteSettings) GetGpuSettings 

func (x *TFLiteSettings) GetGpuSettings() *GPUSettings

func (*TFLiteSettings) GetHexagonSettings 

func (x *TFLiteSettings) GetHexagonSettings() *HexagonSettings

func (*TFLiteSettings) GetMaxDelegatedPartitions 

func (x *TFLiteSettings) GetMaxDelegatedPartitions() int32

func (*TFLiteSettings) GetNnapiSettings 

func (x *TFLiteSettings) GetNnapiSettings() *NNAPISettings

func (*TFLiteSettings) GetStableDelegateLoaderSettings added in v2.12.0 

func (x *TFLiteSettings) GetStableDelegateLoaderSettings() *StableDelegateLoaderSettings

func (*TFLiteSettings) GetXnnpackSettings 

func (x *TFLiteSettings) GetXnnpackSettings() *XNNPackSettings

func (*TFLiteSettings) ProtoMessage 

func (*TFLiteSettings) ProtoMessage()

func (*TFLiteSettings) ProtoReflect 

func (x *TFLiteSettings) ProtoReflect() protoreflect.Message

func (*TFLiteSettings) Reset 

func (x *TFLiteSettings) Reset()

func (*TFLiteSettings) String 

func (x *TFLiteSettings) String() string

type ValidationSettings added in v2.11.0 

type ValidationSettings struct {

	// Timeout for one settings under test. If test didn't finish within this
	// timeout, this setting is considered hanging.
	PerTestTimeoutMs *int64 `protobuf:"varint,1,opt,name=per_test_timeout_ms,json=perTestTimeoutMs" json:"per_test_timeout_ms,omitempty"`
	// contains filtered or unexported fields
}

Validation related settings. Next ID: 2

func (*ValidationSettings) Descriptor deprecated added in v2.11.0 

func (*ValidationSettings) Descriptor() ([]byte, []int)

Deprecated: Use ValidationSettings.ProtoReflect.Descriptor instead.

func (*ValidationSettings) GetPerTestTimeoutMs added in v2.11.0 

func (x *ValidationSettings) GetPerTestTimeoutMs() int64

func (*ValidationSettings) ProtoMessage added in v2.11.0 

func (*ValidationSettings) ProtoMessage()

func (*ValidationSettings) ProtoReflect added in v2.11.0 

func (x *ValidationSettings) ProtoReflect() protoreflect.Message

func (*ValidationSettings) Reset added in v2.11.0 

func (x *ValidationSettings) Reset()

func (*ValidationSettings) String added in v2.11.0 

func (x *ValidationSettings) String() string

type XNNPackFlags 

type XNNPackFlags int32

XNNPack Delegate settings.

See https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/delegates/xnnpack/xnnpack_delegate.h 

const (
	// These flags match the flags in xnnpack_delegate.h.
	XNNPackFlags_TFLITE_XNNPACK_DELEGATE_NO_FLAGS XNNPackFlags = 0
	// Enable fast signed integer XNNpack kernels.
	XNNPackFlags_TFLITE_XNNPACK_DELEGATE_FLAG_QS8 XNNPackFlags = 1
	// Enable fast unsigned integer XNNpack kernels.
	XNNPackFlags_TFLITE_XNNPACK_DELEGATE_FLAG_QU8 XNNPackFlags = 2
	// Enable both, signed and unsigned integer XNNpack kernels.
	XNNPackFlags_TFLITE_XNNPACK_DELEGATE_FLAG_QS8_QU8 XNNPackFlags = 3
	// Force 16-bit floating point inference.
	XNNPackFlags_TFLITE_XNNPACK_DELEGATE_FLAG_FORCE_FP16 XNNPackFlags = 4
)

func (XNNPackFlags) Descriptor 

func (XNNPackFlags) Descriptor() protoreflect.EnumDescriptor

func (XNNPackFlags) Enum 

func (x XNNPackFlags) Enum() *XNNPackFlags

func (XNNPackFlags) EnumDescriptor deprecated 

func (XNNPackFlags) EnumDescriptor() ([]byte, []int)

Deprecated: Use XNNPackFlags.Descriptor instead.

func (XNNPackFlags) Number 

func (x XNNPackFlags) Number() protoreflect.EnumNumber

func (XNNPackFlags) String 

func (x XNNPackFlags) String() string

func (XNNPackFlags) Type 

func (XNNPackFlags) Type() protoreflect.EnumType

func (*XNNPackFlags) UnmarshalJSON deprecated 

func (x *XNNPackFlags) UnmarshalJSON(b []byte) error

Deprecated: Do not use.

type XNNPackSettings 

type XNNPackSettings struct {
	NumThreads *int32        `protobuf:"varint,1,opt,name=num_threads,json=numThreads" json:"num_threads,omitempty"`
	Flags      *XNNPackFlags `protobuf:"varint,2,opt,name=flags,enum=tflite.proto.XNNPackFlags,def=0" json:"flags,omitempty"`
	// contains filtered or unexported fields
}

func (*XNNPackSettings) Descriptor deprecated 

func (*XNNPackSettings) Descriptor() ([]byte, []int)

Deprecated: Use XNNPackSettings.ProtoReflect.Descriptor instead.

func (*XNNPackSettings) GetFlags 

func (x *XNNPackSettings) GetFlags() XNNPackFlags

func (*XNNPackSettings) GetNumThreads 

func (x *XNNPackSettings) GetNumThreads() int32

func (*XNNPackSettings) ProtoMessage 

func (*XNNPackSettings) ProtoMessage()

func (*XNNPackSettings) ProtoReflect 

func (x *XNNPackSettings) ProtoReflect() protoreflect.Message

func (*XNNPackSettings) Reset 

func (x *XNNPackSettings) Reset()

func (*XNNPackSettings) String 

func (x *XNNPackSettings) String() string

Source Files

View all Source files

Jump to

Keyboard shortcuts

? : This menu
/ : Search site
f or F : Jump to
y or Y : Canonical URL
go.dev uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more.