profiler

package
v0.0.0-...-3233e8b Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Dec 8, 2023 License: BSD-3-Clause Imports: 9 Imported by: 1

Documentation

Index

Constants

View Source 
const (
	ProfileAnalysis_NewSession_FullMethodName         = "/tensorflow.ProfileAnalysis/NewSession"
	ProfileAnalysis_EnumSessions_FullMethodName       = "/tensorflow.ProfileAnalysis/EnumSessions"
	ProfileAnalysis_GetSessionToolData_FullMethodName = "/tensorflow.ProfileAnalysis/GetSessionToolData"
)
View Source 
const (
	ProfilerService_Profile_FullMethodName   = "/tensorflow.ProfilerService/Profile"
	ProfilerService_Terminate_FullMethodName = "/tensorflow.ProfilerService/Terminate"
	ProfilerService_Monitor_FullMethodName   = "/tensorflow.ProfilerService/Monitor"
)

Variables

View Source 
var (
	ProfileOptions_DeviceType_name = map[int32]string{
		0: "UNSPECIFIED",
		1: "CPU",
		2: "GPU",
		3: "TPU",
		4: "PLUGGABLE_DEVICE",
	}
	ProfileOptions_DeviceType_value = map[string]int32{
		"UNSPECIFIED":      0,
		"CPU":              1,
		"GPU":              2,
		"TPU":              3,
		"PLUGGABLE_DEVICE": 4,
	}
)

Enum value maps for ProfileOptions_DeviceType.

View Source 
var (
	ProfilerServiceMonitorResult_ResponseType_name = map[int32]string{
		0: "EMPTY_RESULT",
		1: "UTIL_ONLY",
		2: "UTIL_IDLE",
		3: "UTIL_IDLE_STEP",
	}
	ProfilerServiceMonitorResult_ResponseType_value = map[string]int32{
		"EMPTY_RESULT":   0,
		"UTIL_ONLY":      1,
		"UTIL_IDLE":      2,
		"UTIL_IDLE_STEP": 3,
	}
)

Enum value maps for ProfilerServiceMonitorResult_ResponseType.

View Source 
var File_tensorflow_core_profiler_profile_proto protoreflect.FileDescriptor
View Source 
var File_tensorflow_core_profiler_profiler_analysis_proto protoreflect.FileDescriptor
View Source 
var File_tensorflow_core_profiler_profiler_options_proto protoreflect.FileDescriptor
View Source 
var File_tensorflow_core_profiler_profiler_service_monitor_result_proto protoreflect.FileDescriptor
View Source 
var File_tensorflow_core_profiler_profiler_service_proto protoreflect.FileDescriptor
View Source 
var File_tensorflow_core_profiler_tfprof_log_proto protoreflect.FileDescriptor
View Source 
var File_tensorflow_core_profiler_tfprof_options_proto protoreflect.FileDescriptor
View Source 
var File_tensorflow_core_profiler_tfprof_output_proto protoreflect.FileDescriptor
View Source 
var ProfileAnalysis_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "tensorflow.ProfileAnalysis",
	HandlerType: (*ProfileAnalysisServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "NewSession",
			Handler:    _ProfileAnalysis_NewSession_Handler,
		},
		{
			MethodName: "EnumSessions",
			Handler:    _ProfileAnalysis_EnumSessions_Handler,
		},
		{
			MethodName: "GetSessionToolData",
			Handler:    _ProfileAnalysis_GetSessionToolData_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "tensorflow/core/profiler/profiler_analysis.proto",
}

ProfileAnalysis_ServiceDesc is the grpc.ServiceDesc for ProfileAnalysis service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var ProfilerService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "tensorflow.ProfilerService",
	HandlerType: (*ProfilerServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "Profile",
			Handler:    _ProfilerService_Profile_Handler,
		},
		{
			MethodName: "Terminate",
			Handler:    _ProfilerService_Terminate_Handler,
		},
		{
			MethodName: "Monitor",
			Handler:    _ProfilerService_Monitor_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "tensorflow/core/profiler/profiler_service.proto",
}

ProfilerService_ServiceDesc is the grpc.ServiceDesc for ProfilerService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

Functions

func RegisterProfileAnalysisServer 

func RegisterProfileAnalysisServer(s grpc.ServiceRegistrar, srv ProfileAnalysisServer)

func RegisterProfilerServiceServer 

func RegisterProfilerServiceServer(s grpc.ServiceRegistrar, srv ProfilerServiceServer)

Types

type AdviceProto 

type AdviceProto struct {

	// checker name -> a list of reports from the checker.
	Checkers map[string]*AdviceProto_Checker `` /* 157-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*AdviceProto) Descriptor deprecated 

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

Deprecated: Use AdviceProto.ProtoReflect.Descriptor instead.

func (*AdviceProto) GetCheckers 

func (x *AdviceProto) GetCheckers() map[string]*AdviceProto_Checker

func (*AdviceProto) ProtoMessage 

func (*AdviceProto) ProtoMessage()

func (*AdviceProto) ProtoReflect 

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

func (*AdviceProto) Reset 

func (x *AdviceProto) Reset()

func (*AdviceProto) String 

func (x *AdviceProto) String() string

type AdviceProto_Checker 

type AdviceProto_Checker struct {
	Reports []string `protobuf:"bytes,2,rep,name=reports,proto3" json:"reports,omitempty"`
	// contains filtered or unexported fields
}

func (*AdviceProto_Checker) Descriptor deprecated 

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

Deprecated: Use AdviceProto_Checker.ProtoReflect.Descriptor instead.

func (*AdviceProto_Checker) GetReports 

func (x *AdviceProto_Checker) GetReports() []string

func (*AdviceProto_Checker) ProtoMessage 

func (*AdviceProto_Checker) ProtoMessage()

func (*AdviceProto_Checker) ProtoReflect 

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

func (*AdviceProto_Checker) Reset 

func (x *AdviceProto_Checker) Reset()

func (*AdviceProto_Checker) String 

func (x *AdviceProto_Checker) String() string

type AdvisorOptionsProto 

type AdvisorOptionsProto struct {

	// checker name -> a dict of key-value options.
	Checkers map[string]*AdvisorOptionsProto_CheckerOption `` /* 157-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*AdvisorOptionsProto) Descriptor deprecated 

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

Deprecated: Use AdvisorOptionsProto.ProtoReflect.Descriptor instead.

func (*AdvisorOptionsProto) GetCheckers 

func (x *AdvisorOptionsProto) GetCheckers() map[string]*AdvisorOptionsProto_CheckerOption

func (*AdvisorOptionsProto) ProtoMessage 

func (*AdvisorOptionsProto) ProtoMessage()

func (*AdvisorOptionsProto) ProtoReflect 

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

func (*AdvisorOptionsProto) Reset 

func (x *AdvisorOptionsProto) Reset()

func (*AdvisorOptionsProto) String 

func (x *AdvisorOptionsProto) String() string

type AdvisorOptionsProto_CheckerOption 

type AdvisorOptionsProto_CheckerOption struct {
	Options map[string]string `` /* 155-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*AdvisorOptionsProto_CheckerOption) Descriptor deprecated 

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

Deprecated: Use AdvisorOptionsProto_CheckerOption.ProtoReflect.Descriptor instead.

func (*AdvisorOptionsProto_CheckerOption) GetOptions 

func (x *AdvisorOptionsProto_CheckerOption) GetOptions() map[string]string

func (*AdvisorOptionsProto_CheckerOption) ProtoMessage 

func (*AdvisorOptionsProto_CheckerOption) ProtoMessage()

func (*AdvisorOptionsProto_CheckerOption) ProtoReflect 

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

func (*AdvisorOptionsProto_CheckerOption) Reset 

func (x *AdvisorOptionsProto_CheckerOption) Reset()

func (*AdvisorOptionsProto_CheckerOption) String 

func (x *AdvisorOptionsProto_CheckerOption) String() string

type CodeDef 

type CodeDef struct {
	Traces []*CodeDef_Trace `protobuf:"bytes,1,rep,name=traces,proto3" json:"traces,omitempty"`
	// contains filtered or unexported fields
}

It specifies the Python callstack that creates an op.

func (*CodeDef) Descriptor deprecated 

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

Deprecated: Use CodeDef.ProtoReflect.Descriptor instead.

func (*CodeDef) GetTraces 

func (x *CodeDef) GetTraces() []*CodeDef_Trace

func (*CodeDef) ProtoMessage 

func (*CodeDef) ProtoMessage()

func (*CodeDef) ProtoReflect 

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

func (*CodeDef) Reset 

func (x *CodeDef) Reset()

func (*CodeDef) String 

func (x *CodeDef) String() string

type CodeDef_Trace 

type CodeDef_Trace struct {

	// Deprecated: Marked as deprecated in tensorflow/core/profiler/tfprof_log.proto.
	File   string `protobuf:"bytes,1,opt,name=file,proto3" json:"file,omitempty"` // deprecated by file_id.
	FileId int64  `protobuf:"varint,6,opt,name=file_id,json=fileId,proto3" json:"file_id,omitempty"`
	Lineno int32  `protobuf:"varint,2,opt,name=lineno,proto3" json:"lineno,omitempty"`
	// Deprecated: Marked as deprecated in tensorflow/core/profiler/tfprof_log.proto.
	Function   string `protobuf:"bytes,3,opt,name=function,proto3" json:"function,omitempty"` // deprecated by function_id.
	FunctionId int64  `protobuf:"varint,7,opt,name=function_id,json=functionId,proto3" json:"function_id,omitempty"`
	// Deprecated: Marked as deprecated in tensorflow/core/profiler/tfprof_log.proto.
	Line          string `protobuf:"bytes,4,opt,name=line,proto3" json:"line,omitempty"` // deprecated line_id.
	LineId        int64  `protobuf:"varint,8,opt,name=line_id,json=lineId,proto3" json:"line_id,omitempty"`
	FuncStartLine int32  `protobuf:"varint,5,opt,name=func_start_line,json=funcStartLine,proto3" json:"func_start_line,omitempty"`
	// contains filtered or unexported fields
}

func (*CodeDef_Trace) Descriptor deprecated 

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

Deprecated: Use CodeDef_Trace.ProtoReflect.Descriptor instead.

func (*CodeDef_Trace) GetFile deprecated 

func (x *CodeDef_Trace) GetFile() string

Deprecated: Marked as deprecated in tensorflow/core/profiler/tfprof_log.proto.

func (*CodeDef_Trace) GetFileId 

func (x *CodeDef_Trace) GetFileId() int64

func (*CodeDef_Trace) GetFuncStartLine 

func (x *CodeDef_Trace) GetFuncStartLine() int32

func (*CodeDef_Trace) GetFunction deprecated 

func (x *CodeDef_Trace) GetFunction() string

Deprecated: Marked as deprecated in tensorflow/core/profiler/tfprof_log.proto.

func (*CodeDef_Trace) GetFunctionId 

func (x *CodeDef_Trace) GetFunctionId() int64

func (*CodeDef_Trace) GetLine deprecated 

func (x *CodeDef_Trace) GetLine() string

Deprecated: Marked as deprecated in tensorflow/core/profiler/tfprof_log.proto.

func (*CodeDef_Trace) GetLineId 

func (x *CodeDef_Trace) GetLineId() int64

func (*CodeDef_Trace) GetLineno 

func (x *CodeDef_Trace) GetLineno() int32

func (*CodeDef_Trace) ProtoMessage 

func (*CodeDef_Trace) ProtoMessage()

func (*CodeDef_Trace) ProtoReflect 

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

func (*CodeDef_Trace) Reset 

func (x *CodeDef_Trace) Reset()

func (*CodeDef_Trace) String 

func (x *CodeDef_Trace) String() string

type EnumProfileSessionsAndToolsRequest 

type EnumProfileSessionsAndToolsRequest struct {
	RepositoryRoot string `protobuf:"bytes,1,opt,name=repository_root,json=repositoryRoot,proto3" json:"repository_root,omitempty"`
	// contains filtered or unexported fields
}

func (*EnumProfileSessionsAndToolsRequest) Descriptor deprecated 

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

Deprecated: Use EnumProfileSessionsAndToolsRequest.ProtoReflect.Descriptor instead.

func (*EnumProfileSessionsAndToolsRequest) GetRepositoryRoot 

func (x *EnumProfileSessionsAndToolsRequest) GetRepositoryRoot() string

func (*EnumProfileSessionsAndToolsRequest) ProtoMessage 

func (*EnumProfileSessionsAndToolsRequest) ProtoMessage()

func (*EnumProfileSessionsAndToolsRequest) ProtoReflect 

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

func (*EnumProfileSessionsAndToolsRequest) Reset 

func (x *EnumProfileSessionsAndToolsRequest) Reset()

func (*EnumProfileSessionsAndToolsRequest) String 

func (x *EnumProfileSessionsAndToolsRequest) String() string

type EnumProfileSessionsAndToolsResponse 

type EnumProfileSessionsAndToolsResponse struct {

	// Auxiliary error_message.
	ErrorMessage string `protobuf:"bytes,1,opt,name=error_message,json=errorMessage,proto3" json:"error_message,omitempty"`
	// If success, the returned sessions information are stored here.
	Sessions []*ProfileSessionInfo `protobuf:"bytes,2,rep,name=sessions,proto3" json:"sessions,omitempty"`
	// contains filtered or unexported fields
}

func (*EnumProfileSessionsAndToolsResponse) Descriptor deprecated 

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

Deprecated: Use EnumProfileSessionsAndToolsResponse.ProtoReflect.Descriptor instead.

func (*EnumProfileSessionsAndToolsResponse) GetErrorMessage 

func (x *EnumProfileSessionsAndToolsResponse) GetErrorMessage() string

func (*EnumProfileSessionsAndToolsResponse) GetSessions 

func (x *EnumProfileSessionsAndToolsResponse) GetSessions() []*ProfileSessionInfo

func (*EnumProfileSessionsAndToolsResponse) ProtoMessage 

func (*EnumProfileSessionsAndToolsResponse) ProtoMessage()

func (*EnumProfileSessionsAndToolsResponse) ProtoReflect 

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

func (*EnumProfileSessionsAndToolsResponse) Reset 

func (x *EnumProfileSessionsAndToolsResponse) Reset()

func (*EnumProfileSessionsAndToolsResponse) String 

func (x *EnumProfileSessionsAndToolsResponse) String() string

type ExecMemory 

type ExecMemory struct {

	// This is the timestamp when the memory information was tracked.
	MemoryMicros int64 `protobuf:"varint,1,opt,name=memory_micros,json=memoryMicros,proto3" json:"memory_micros,omitempty"`
	// NOTE: Please don't depend on the following 4 fields yet. Due to
	// TensorFlow internal tracing issues, the numbers can be quite wrong.
	// TODO(xpan): Fix the TensorFlow internal tracing.
	HostTempBytes              int64 `protobuf:"varint,2,opt,name=host_temp_bytes,json=hostTempBytes,proto3" json:"host_temp_bytes,omitempty"`
	HostPersistentBytes        int64 `protobuf:"varint,3,opt,name=host_persistent_bytes,json=hostPersistentBytes,proto3" json:"host_persistent_bytes,omitempty"`
	AcceleratorTempBytes       int64 `protobuf:"varint,4,opt,name=accelerator_temp_bytes,json=acceleratorTempBytes,proto3" json:"accelerator_temp_bytes,omitempty"`
	AcceleratorPersistentBytes int64 `` /* 142-byte string literal not displayed */
	// Total bytes requested by the op.
	RequestedBytes int64 `protobuf:"varint,6,opt,name=requested_bytes,json=requestedBytes,proto3" json:"requested_bytes,omitempty"`
	// Total bytes requested by the op and released before op end.
	PeakBytes int64 `protobuf:"varint,7,opt,name=peak_bytes,json=peakBytes,proto3" json:"peak_bytes,omitempty"`
	// Total bytes requested by the op and not released after op end.
	ResidualBytes int64 `protobuf:"varint,8,opt,name=residual_bytes,json=residualBytes,proto3" json:"residual_bytes,omitempty"`
	// Total bytes output by the op (not necessarily requested by the op).
	OutputBytes int64 `protobuf:"varint,9,opt,name=output_bytes,json=outputBytes,proto3" json:"output_bytes,omitempty"`
	// The total number of bytes currently allocated by the allocator if >0.
	AllocatorBytesInUse int64 `protobuf:"varint,10,opt,name=allocator_bytes_in_use,json=allocatorBytesInUse,proto3" json:"allocator_bytes_in_use,omitempty"`
	// The memory of each output of the operation.
	OutputMemory map[int32]*Memory `` /* 187-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*ExecMemory) Descriptor deprecated 

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

Deprecated: Use ExecMemory.ProtoReflect.Descriptor instead.

func (*ExecMemory) GetAcceleratorPersistentBytes 

func (x *ExecMemory) GetAcceleratorPersistentBytes() int64

func (*ExecMemory) GetAcceleratorTempBytes 

func (x *ExecMemory) GetAcceleratorTempBytes() int64

func (*ExecMemory) GetAllocatorBytesInUse 

func (x *ExecMemory) GetAllocatorBytesInUse() int64

func (*ExecMemory) GetHostPersistentBytes 

func (x *ExecMemory) GetHostPersistentBytes() int64

func (*ExecMemory) GetHostTempBytes 

func (x *ExecMemory) GetHostTempBytes() int64

func (*ExecMemory) GetMemoryMicros 

func (x *ExecMemory) GetMemoryMicros() int64

func (*ExecMemory) GetOutputBytes 

func (x *ExecMemory) GetOutputBytes() int64

func (*ExecMemory) GetOutputMemory 

func (x *ExecMemory) GetOutputMemory() map[int32]*Memory

func (*ExecMemory) GetPeakBytes 

func (x *ExecMemory) GetPeakBytes() int64

func (*ExecMemory) GetRequestedBytes 

func (x *ExecMemory) GetRequestedBytes() int64

func (*ExecMemory) GetResidualBytes 

func (x *ExecMemory) GetResidualBytes() int64

func (*ExecMemory) ProtoMessage 

func (*ExecMemory) ProtoMessage()

func (*ExecMemory) ProtoReflect 

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

func (*ExecMemory) Reset 

func (x *ExecMemory) Reset()

func (*ExecMemory) String 

func (x *ExecMemory) String() string

type ExecProfile 

type ExecProfile struct {

	// Can be larger than 1 if run multiple times in loop.
	RunCount int64 `protobuf:"varint,1,opt,name=run_count,json=runCount,proto3" json:"run_count,omitempty"`
	// The earliest/latest time including scheduling and execution.
	AllStartMicros  int64 `protobuf:"varint,2,opt,name=all_start_micros,json=allStartMicros,proto3" json:"all_start_micros,omitempty"`
	LatestEndMicros int64 `protobuf:"varint,3,opt,name=latest_end_micros,json=latestEndMicros,proto3" json:"latest_end_micros,omitempty"`
	// device -> vector of {op_start_micros, op_exec_micros} pairs.
	// accelerator_execs: gpu:id/stream:all -> {op_start_micros, op_exec_micros}
	// For accelerator, vector size can be larger than 1, multiple kernel fires
	// or in tf.while_loop.
	AcceleratorExecs map[string]*ExecTime `` /* 197-byte string literal not displayed */
	// cpu_execs: cpu/gpu:id -> {op_start_micros, op_exec_micros}
	// For cpu, vector size can be larger than 1 if in tf.while_loop.
	CpuExecs map[string]*ExecTime `` /* 173-byte string literal not displayed */
	// Each entry to memory information of a scheduling of the node.
	// Normally, there will be multiple entries in while_loop.
	MemoryExecs []*ExecMemory `protobuf:"bytes,7,rep,name=memory_execs,json=memoryExecs,proto3" json:"memory_execs,omitempty"`
	// The allocation and deallocation times and sizes throughout execution.
	Allocations []*framework.AllocationRecord `protobuf:"bytes,11,rep,name=allocations,proto3" json:"allocations,omitempty"`
	// The devices related to this execution.
	Devices []string `protobuf:"bytes,6,rep,name=devices,proto3" json:"devices,omitempty"`
	// contains filtered or unexported fields
}

func (*ExecProfile) Descriptor deprecated 

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

Deprecated: Use ExecProfile.ProtoReflect.Descriptor instead.

func (*ExecProfile) GetAcceleratorExecs 

func (x *ExecProfile) GetAcceleratorExecs() map[string]*ExecTime

func (*ExecProfile) GetAllStartMicros 

func (x *ExecProfile) GetAllStartMicros() int64

func (*ExecProfile) GetAllocations 

func (x *ExecProfile) GetAllocations() []*framework.AllocationRecord

func (*ExecProfile) GetCpuExecs 

func (x *ExecProfile) GetCpuExecs() map[string]*ExecTime

func (*ExecProfile) GetDevices 

func (x *ExecProfile) GetDevices() []string

func (*ExecProfile) GetLatestEndMicros 

func (x *ExecProfile) GetLatestEndMicros() int64

func (*ExecProfile) GetMemoryExecs 

func (x *ExecProfile) GetMemoryExecs() []*ExecMemory

func (*ExecProfile) GetRunCount 

func (x *ExecProfile) GetRunCount() int64

func (*ExecProfile) ProtoMessage 

func (*ExecProfile) ProtoMessage()

func (*ExecProfile) ProtoReflect 

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

func (*ExecProfile) Reset 

func (x *ExecProfile) Reset()

func (*ExecProfile) String 

func (x *ExecProfile) String() string

type ExecTime 

type ExecTime struct {
	Times []*Tuple `protobuf:"bytes,1,rep,name=times,proto3" json:"times,omitempty"`
	// contains filtered or unexported fields
}

func (*ExecTime) Descriptor deprecated 

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

Deprecated: Use ExecTime.ProtoReflect.Descriptor instead.

func (*ExecTime) GetTimes 

func (x *ExecTime) GetTimes() []*Tuple

func (*ExecTime) ProtoMessage 

func (*ExecTime) ProtoMessage()

func (*ExecTime) ProtoReflect 

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

func (*ExecTime) Reset 

func (x *ExecTime) Reset()

func (*ExecTime) String 

func (x *ExecTime) String() string

type Function 

type Function struct {
	Id         uint64 `protobuf:"varint,1,opt,name=id,proto3" json:"id,omitempty"`
	Name       int64  `protobuf:"varint,2,opt,name=name,proto3" json:"name,omitempty"`
	SystemName int64  `protobuf:"varint,3,opt,name=system_name,json=systemName,proto3" json:"system_name,omitempty"`
	Filename   int64  `protobuf:"varint,4,opt,name=filename,proto3" json:"filename,omitempty"`
	StartLine  int64  `protobuf:"varint,5,opt,name=start_line,json=startLine,proto3" json:"start_line,omitempty"`
	// contains filtered or unexported fields
}

func (*Function) Descriptor deprecated 

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

Deprecated: Use Function.ProtoReflect.Descriptor instead.

func (*Function) GetFilename 

func (x *Function) GetFilename() int64

func (*Function) GetId 

func (x *Function) GetId() uint64

func (*Function) GetName 

func (x *Function) GetName() int64

func (*Function) GetStartLine 

func (x *Function) GetStartLine() int64

func (*Function) GetSystemName 

func (x *Function) GetSystemName() int64

func (*Function) ProtoMessage 

func (*Function) ProtoMessage()

func (*Function) ProtoReflect 

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

func (*Function) Reset 

func (x *Function) Reset()

func (*Function) String 

func (x *Function) String() string

type GraphNodeProto 

type GraphNodeProto struct {

	// op name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// tensor value restored from checkpoint.
	TensorValue *TFProfTensorProto `protobuf:"bytes,15,opt,name=tensor_value,json=tensorValue,proto3" json:"tensor_value,omitempty"`
	// op execution time.
	// A node can be defined once but run multiple times in tf.while_loop.
	// the times sum up all different runs.
	RunCount              int64 `protobuf:"varint,21,opt,name=run_count,json=runCount,proto3" json:"run_count,omitempty"`
	ExecMicros            int64 `protobuf:"varint,2,opt,name=exec_micros,json=execMicros,proto3" json:"exec_micros,omitempty"`
	AcceleratorExecMicros int64 `` /* 128-byte string literal not displayed */
	CpuExecMicros         int64 `protobuf:"varint,18,opt,name=cpu_exec_micros,json=cpuExecMicros,proto3" json:"cpu_exec_micros,omitempty"`
	// Total bytes requested by the op.
	RequestedBytes int64 `protobuf:"varint,3,opt,name=requested_bytes,json=requestedBytes,proto3" json:"requested_bytes,omitempty"`
	// Max bytes allocated and being used by the op at a point.
	PeakBytes int64 `protobuf:"varint,24,opt,name=peak_bytes,json=peakBytes,proto3" json:"peak_bytes,omitempty"`
	// Total bytes requested by the op and not released before end.
	ResidualBytes int64 `protobuf:"varint,25,opt,name=residual_bytes,json=residualBytes,proto3" json:"residual_bytes,omitempty"`
	// Total bytes output by the op (not necessarily allocated by the op).
	OutputBytes int64 `protobuf:"varint,26,opt,name=output_bytes,json=outputBytes,proto3" json:"output_bytes,omitempty"`
	// Number of parameters if available.
	Parameters int64 `protobuf:"varint,4,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// Number of float operations.
	FloatOps int64 `protobuf:"varint,13,opt,name=float_ops,json=floatOps,proto3" json:"float_ops,omitempty"`
	// Device the op is assigned to.
	// Since an op can fire multiple kernel calls, there can be multiple devices.
	Devices []string `protobuf:"bytes,10,rep,name=devices,proto3" json:"devices,omitempty"`
	// The following are the aggregated stats from all *accounted* children and
	// the node itself. The actual children depend on the data structure used.
	// In graph view, children are inputs recursively.
	// In scope view, children are nodes under the name scope.
	TotalDefinitionCount       int64 `protobuf:"varint,23,opt,name=total_definition_count,json=totalDefinitionCount,proto3" json:"total_definition_count,omitempty"`
	TotalRunCount              int64 `protobuf:"varint,22,opt,name=total_run_count,json=totalRunCount,proto3" json:"total_run_count,omitempty"`
	TotalExecMicros            int64 `protobuf:"varint,6,opt,name=total_exec_micros,json=totalExecMicros,proto3" json:"total_exec_micros,omitempty"`
	TotalAcceleratorExecMicros int64 `` /* 145-byte string literal not displayed */
	TotalCpuExecMicros         int64 `protobuf:"varint,20,opt,name=total_cpu_exec_micros,json=totalCpuExecMicros,proto3" json:"total_cpu_exec_micros,omitempty"`
	TotalRequestedBytes        int64 `protobuf:"varint,7,opt,name=total_requested_bytes,json=totalRequestedBytes,proto3" json:"total_requested_bytes,omitempty"`
	TotalPeakBytes             int64 `protobuf:"varint,27,opt,name=total_peak_bytes,json=totalPeakBytes,proto3" json:"total_peak_bytes,omitempty"`
	TotalResidualBytes         int64 `protobuf:"varint,28,opt,name=total_residual_bytes,json=totalResidualBytes,proto3" json:"total_residual_bytes,omitempty"`
	TotalOutputBytes           int64 `protobuf:"varint,29,opt,name=total_output_bytes,json=totalOutputBytes,proto3" json:"total_output_bytes,omitempty"`
	TotalParameters            int64 `protobuf:"varint,8,opt,name=total_parameters,json=totalParameters,proto3" json:"total_parameters,omitempty"`
	TotalFloatOps              int64 `protobuf:"varint,14,opt,name=total_float_ops,json=totalFloatOps,proto3" json:"total_float_ops,omitempty"`
	// shape information, if available.
	// TODO(xpan): Why is this repeated?
	Shapes      []*framework.TensorShapeProto         `protobuf:"bytes,11,rep,name=shapes,proto3" json:"shapes,omitempty"`
	InputShapes map[int32]*framework.TensorShapeProto `` /* 184-byte string literal not displayed */
	// Descendants of the graph. The actual descendants depend on the data
	// structure used (scope, graph).
	Children []*GraphNodeProto `protobuf:"bytes,12,rep,name=children,proto3" json:"children,omitempty"`
	// contains filtered or unexported fields
}

A node in TensorFlow graph. Used by scope/graph view.

func (*GraphNodeProto) Descriptor deprecated 

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

Deprecated: Use GraphNodeProto.ProtoReflect.Descriptor instead.

func (*GraphNodeProto) GetAcceleratorExecMicros 

func (x *GraphNodeProto) GetAcceleratorExecMicros() int64

func (*GraphNodeProto) GetChildren 

func (x *GraphNodeProto) GetChildren() []*GraphNodeProto

func (*GraphNodeProto) GetCpuExecMicros 

func (x *GraphNodeProto) GetCpuExecMicros() int64

func (*GraphNodeProto) GetDevices 

func (x *GraphNodeProto) GetDevices() []string

func (*GraphNodeProto) GetExecMicros 

func (x *GraphNodeProto) GetExecMicros() int64

func (*GraphNodeProto) GetFloatOps 

func (x *GraphNodeProto) GetFloatOps() int64

func (*GraphNodeProto) GetInputShapes 

func (x *GraphNodeProto) GetInputShapes() map[int32]*framework.TensorShapeProto

func (*GraphNodeProto) GetName 

func (x *GraphNodeProto) GetName() string

func (*GraphNodeProto) GetOutputBytes 

func (x *GraphNodeProto) GetOutputBytes() int64

func (*GraphNodeProto) GetParameters 

func (x *GraphNodeProto) GetParameters() int64

func (*GraphNodeProto) GetPeakBytes 

func (x *GraphNodeProto) GetPeakBytes() int64

func (*GraphNodeProto) GetRequestedBytes 

func (x *GraphNodeProto) GetRequestedBytes() int64

func (*GraphNodeProto) GetResidualBytes 

func (x *GraphNodeProto) GetResidualBytes() int64

func (*GraphNodeProto) GetRunCount 

func (x *GraphNodeProto) GetRunCount() int64

func (*GraphNodeProto) GetShapes 

func (x *GraphNodeProto) GetShapes() []*framework.TensorShapeProto

func (*GraphNodeProto) GetTensorValue 

func (x *GraphNodeProto) GetTensorValue() *TFProfTensorProto

func (*GraphNodeProto) GetTotalAcceleratorExecMicros 

func (x *GraphNodeProto) GetTotalAcceleratorExecMicros() int64

func (*GraphNodeProto) GetTotalCpuExecMicros 

func (x *GraphNodeProto) GetTotalCpuExecMicros() int64

func (*GraphNodeProto) GetTotalDefinitionCount 

func (x *GraphNodeProto) GetTotalDefinitionCount() int64

func (*GraphNodeProto) GetTotalExecMicros 

func (x *GraphNodeProto) GetTotalExecMicros() int64

func (*GraphNodeProto) GetTotalFloatOps 

func (x *GraphNodeProto) GetTotalFloatOps() int64

func (*GraphNodeProto) GetTotalOutputBytes 

func (x *GraphNodeProto) GetTotalOutputBytes() int64

func (*GraphNodeProto) GetTotalParameters 

func (x *GraphNodeProto) GetTotalParameters() int64

func (*GraphNodeProto) GetTotalPeakBytes 

func (x *GraphNodeProto) GetTotalPeakBytes() int64

func (*GraphNodeProto) GetTotalRequestedBytes 

func (x *GraphNodeProto) GetTotalRequestedBytes() int64

func (*GraphNodeProto) GetTotalResidualBytes 

func (x *GraphNodeProto) GetTotalResidualBytes() int64

func (*GraphNodeProto) GetTotalRunCount 

func (x *GraphNodeProto) GetTotalRunCount() int64

func (*GraphNodeProto) ProtoMessage 

func (*GraphNodeProto) ProtoMessage()

func (*GraphNodeProto) ProtoReflect 

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

func (*GraphNodeProto) Reset 

func (x *GraphNodeProto) Reset()

func (*GraphNodeProto) String 

func (x *GraphNodeProto) String() string

type Label 

type Label struct {
	Key int64 `protobuf:"varint,1,opt,name=key,proto3" json:"key,omitempty"`
	Str int64 `protobuf:"varint,2,opt,name=str,proto3" json:"str,omitempty"`
	Num int64 `protobuf:"varint,3,opt,name=num,proto3" json:"num,omitempty"`
	// contains filtered or unexported fields
}

func (*Label) Descriptor deprecated 

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

Deprecated: Use Label.ProtoReflect.Descriptor instead.

func (*Label) GetKey 

func (x *Label) GetKey() int64

func (*Label) GetNum 

func (x *Label) GetNum() int64

func (*Label) GetStr 

func (x *Label) GetStr() int64

func (*Label) ProtoMessage 

func (*Label) ProtoMessage()

func (*Label) ProtoReflect 

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

func (*Label) Reset 

func (x *Label) Reset()

func (*Label) String 

func (x *Label) String() string

type Line 

type Line struct {
	FunctionId uint64 `protobuf:"varint,1,opt,name=function_id,json=functionId,proto3" json:"function_id,omitempty"`
	Line       int64  `protobuf:"varint,2,opt,name=line,proto3" json:"line,omitempty"`
	// contains filtered or unexported fields
}

func (*Line) Descriptor deprecated 

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

Deprecated: Use Line.ProtoReflect.Descriptor instead.

func (*Line) GetFunctionId 

func (x *Line) GetFunctionId() uint64

func (*Line) GetLine 

func (x *Line) GetLine() int64

func (*Line) ProtoMessage 

func (*Line) ProtoMessage()

func (*Line) ProtoReflect 

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

func (*Line) Reset 

func (x *Line) Reset()

func (*Line) String 

func (x *Line) String() string

type Location 

type Location struct {
	Id        uint64  `protobuf:"varint,1,opt,name=id,proto3" json:"id,omitempty"`
	MappingId uint64  `protobuf:"varint,2,opt,name=mapping_id,json=mappingId,proto3" json:"mapping_id,omitempty"`
	Address   uint64  `protobuf:"varint,3,opt,name=address,proto3" json:"address,omitempty"`
	Line      []*Line `protobuf:"bytes,4,rep,name=line,proto3" json:"line,omitempty"`
	// contains filtered or unexported fields
}

func (*Location) Descriptor deprecated 

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

Deprecated: Use Location.ProtoReflect.Descriptor instead.

func (*Location) GetAddress 

func (x *Location) GetAddress() uint64

func (*Location) GetId 

func (x *Location) GetId() uint64

func (*Location) GetLine 

func (x *Location) GetLine() []*Line

func (*Location) GetMappingId 

func (x *Location) GetMappingId() uint64

func (*Location) ProtoMessage 

func (*Location) ProtoMessage()

func (*Location) ProtoReflect 

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

func (*Location) Reset 

func (x *Location) Reset()

func (*Location) String 

func (x *Location) String() string

type Mapping 

type Mapping struct {
	Id              uint64 `protobuf:"varint,1,opt,name=id,proto3" json:"id,omitempty"`
	MemoryStart     uint64 `protobuf:"varint,2,opt,name=memory_start,json=memoryStart,proto3" json:"memory_start,omitempty"`
	MemoryLimit     uint64 `protobuf:"varint,3,opt,name=memory_limit,json=memoryLimit,proto3" json:"memory_limit,omitempty"`
	FileOffset      uint64 `protobuf:"varint,4,opt,name=file_offset,json=fileOffset,proto3" json:"file_offset,omitempty"`
	Filename        int64  `protobuf:"varint,5,opt,name=filename,proto3" json:"filename,omitempty"`
	BuildId         int64  `protobuf:"varint,6,opt,name=build_id,json=buildId,proto3" json:"build_id,omitempty"`
	HasFunctions    bool   `protobuf:"varint,7,opt,name=has_functions,json=hasFunctions,proto3" json:"has_functions,omitempty"`
	HasFilenames    bool   `protobuf:"varint,8,opt,name=has_filenames,json=hasFilenames,proto3" json:"has_filenames,omitempty"`
	HasLineNumbers  bool   `protobuf:"varint,9,opt,name=has_line_numbers,json=hasLineNumbers,proto3" json:"has_line_numbers,omitempty"`
	HasInlineFrames bool   `protobuf:"varint,10,opt,name=has_inline_frames,json=hasInlineFrames,proto3" json:"has_inline_frames,omitempty"`
	// contains filtered or unexported fields
}

func (*Mapping) Descriptor deprecated 

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

Deprecated: Use Mapping.ProtoReflect.Descriptor instead.

func (*Mapping) GetBuildId 

func (x *Mapping) GetBuildId() int64

func (*Mapping) GetFileOffset 

func (x *Mapping) GetFileOffset() uint64

func (*Mapping) GetFilename 

func (x *Mapping) GetFilename() int64

func (*Mapping) GetHasFilenames 

func (x *Mapping) GetHasFilenames() bool

func (*Mapping) GetHasFunctions 

func (x *Mapping) GetHasFunctions() bool

func (*Mapping) GetHasInlineFrames 

func (x *Mapping) GetHasInlineFrames() bool

func (*Mapping) GetHasLineNumbers 

func (x *Mapping) GetHasLineNumbers() bool

func (*Mapping) GetId 

func (x *Mapping) GetId() uint64

func (*Mapping) GetMemoryLimit 

func (x *Mapping) GetMemoryLimit() uint64

func (*Mapping) GetMemoryStart 

func (x *Mapping) GetMemoryStart() uint64

func (*Mapping) ProtoMessage 

func (*Mapping) ProtoMessage()

func (*Mapping) ProtoReflect 

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

func (*Mapping) Reset 

func (x *Mapping) Reset()

func (*Mapping) String 

func (x *Mapping) String() string

type Memory 

type Memory struct {
	Bytes int64  `protobuf:"varint,1,opt,name=bytes,proto3" json:"bytes,omitempty"`
	Ptr   uint64 `protobuf:"varint,2,opt,name=ptr,proto3" json:"ptr,omitempty"`
	// contains filtered or unexported fields
}

func (*Memory) Descriptor deprecated 

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

Deprecated: Use Memory.ProtoReflect.Descriptor instead.

func (*Memory) GetBytes 

func (x *Memory) GetBytes() int64

func (*Memory) GetPtr 

func (x *Memory) GetPtr() uint64

func (*Memory) ProtoMessage 

func (*Memory) ProtoMessage()

func (*Memory) ProtoReflect 

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

func (*Memory) Reset 

func (x *Memory) Reset()

func (*Memory) String 

func (x *Memory) String() string

type MonitorRequest 

type MonitorRequest struct {

	// Duration for which to profile between each update.
	DurationMs uint64 `protobuf:"varint,1,opt,name=duration_ms,json=durationMs,proto3" json:"duration_ms,omitempty"`
	// Indicates the level at which we want to monitor. Currently, two levels are
	// supported:
	// Level 1: An ultra lightweight mode that captures only some utilization
	// metrics.
	// Level 2: More verbose than level 1. Collects utilization metrics, device
	// information, step time information, etc. Do not use this option if the TPU
	// host is being very heavily used.
	MonitoringLevel int32 `protobuf:"varint,2,opt,name=monitoring_level,json=monitoringLevel,proto3" json:"monitoring_level,omitempty"`
	// True to display timestamp in monitoring result.
	Timestamp bool `protobuf:"varint,3,opt,name=timestamp,proto3" json:"timestamp,omitempty"`
	// contains filtered or unexported fields
}

Next-ID: 4

func (*MonitorRequest) Descriptor deprecated 

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

Deprecated: Use MonitorRequest.ProtoReflect.Descriptor instead.

func (*MonitorRequest) GetDurationMs 

func (x *MonitorRequest) GetDurationMs() uint64

func (*MonitorRequest) GetMonitoringLevel 

func (x *MonitorRequest) GetMonitoringLevel() int32

func (*MonitorRequest) GetTimestamp 

func (x *MonitorRequest) GetTimestamp() bool

func (*MonitorRequest) ProtoMessage 

func (*MonitorRequest) ProtoMessage()

func (*MonitorRequest) ProtoReflect 

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

func (*MonitorRequest) Reset 

func (x *MonitorRequest) Reset()

func (*MonitorRequest) String 

func (x *MonitorRequest) String() string

type MonitorResponse 

type MonitorResponse struct {

	// Properly formatted string data that can be directly returned back to user.
	Data string `protobuf:"bytes,1,opt,name=data,proto3" json:"data,omitempty"`
	// A collection of monitoring results for each field show in data.
	MonitorResult *ProfilerServiceMonitorResult `protobuf:"bytes,10,opt,name=monitor_result,json=monitorResult,proto3" json:"monitor_result,omitempty"`
	// contains filtered or unexported fields
}

Next-ID: 11

func (*MonitorResponse) Descriptor deprecated 

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

Deprecated: Use MonitorResponse.ProtoReflect.Descriptor instead.

func (*MonitorResponse) GetData 

func (x *MonitorResponse) GetData() string

func (*MonitorResponse) GetMonitorResult 

func (x *MonitorResponse) GetMonitorResult() *ProfilerServiceMonitorResult

func (*MonitorResponse) ProtoMessage 

func (*MonitorResponse) ProtoMessage()

func (*MonitorResponse) ProtoReflect 

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

func (*MonitorResponse) Reset 

func (x *MonitorResponse) Reset()

func (*MonitorResponse) String 

func (x *MonitorResponse) String() string

type MultiGraphNodeProto 

type MultiGraphNodeProto struct {

	// Name of the node.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// code execution time.
	ExecMicros            int64 `protobuf:"varint,2,opt,name=exec_micros,json=execMicros,proto3" json:"exec_micros,omitempty"`
	AcceleratorExecMicros int64 `` /* 128-byte string literal not displayed */
	CpuExecMicros         int64 `protobuf:"varint,13,opt,name=cpu_exec_micros,json=cpuExecMicros,proto3" json:"cpu_exec_micros,omitempty"`
	// Total requested bytes by the code.
	RequestedBytes int64 `protobuf:"varint,3,opt,name=requested_bytes,json=requestedBytes,proto3" json:"requested_bytes,omitempty"`
	// Max bytes allocated and being used by the op at a point.
	PeakBytes int64 `protobuf:"varint,16,opt,name=peak_bytes,json=peakBytes,proto3" json:"peak_bytes,omitempty"`
	// Total bytes requested by the op and not released before end.
	ResidualBytes int64 `protobuf:"varint,17,opt,name=residual_bytes,json=residualBytes,proto3" json:"residual_bytes,omitempty"`
	// Total bytes output by the op (not necessarily allocated by the op).
	OutputBytes int64 `protobuf:"varint,18,opt,name=output_bytes,json=outputBytes,proto3" json:"output_bytes,omitempty"`
	// Number of parameters if available.
	Parameters int64 `protobuf:"varint,4,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// Number of float operations.
	FloatOps int64 `protobuf:"varint,5,opt,name=float_ops,json=floatOps,proto3" json:"float_ops,omitempty"`
	// The following are the aggregated stats from descendants.
	// The actual descendants depend on the data structure used.
	TotalExecMicros            int64 `protobuf:"varint,6,opt,name=total_exec_micros,json=totalExecMicros,proto3" json:"total_exec_micros,omitempty"`
	TotalAcceleratorExecMicros int64 `` /* 145-byte string literal not displayed */
	TotalCpuExecMicros         int64 `protobuf:"varint,15,opt,name=total_cpu_exec_micros,json=totalCpuExecMicros,proto3" json:"total_cpu_exec_micros,omitempty"`
	TotalRequestedBytes        int64 `protobuf:"varint,7,opt,name=total_requested_bytes,json=totalRequestedBytes,proto3" json:"total_requested_bytes,omitempty"`
	TotalPeakBytes             int64 `protobuf:"varint,19,opt,name=total_peak_bytes,json=totalPeakBytes,proto3" json:"total_peak_bytes,omitempty"`
	TotalResidualBytes         int64 `protobuf:"varint,20,opt,name=total_residual_bytes,json=totalResidualBytes,proto3" json:"total_residual_bytes,omitempty"`
	TotalOutputBytes           int64 `protobuf:"varint,21,opt,name=total_output_bytes,json=totalOutputBytes,proto3" json:"total_output_bytes,omitempty"`
	TotalParameters            int64 `protobuf:"varint,8,opt,name=total_parameters,json=totalParameters,proto3" json:"total_parameters,omitempty"`
	TotalFloatOps              int64 `protobuf:"varint,9,opt,name=total_float_ops,json=totalFloatOps,proto3" json:"total_float_ops,omitempty"`
	// TensorFlow graph nodes contained by the MultiGraphNodeProto.
	GraphNodes []*GraphNodeProto `protobuf:"bytes,10,rep,name=graph_nodes,json=graphNodes,proto3" json:"graph_nodes,omitempty"`
	// Descendants of the node. The actual descendants depend on the data
	// structure used.
	Children []*MultiGraphNodeProto `protobuf:"bytes,11,rep,name=children,proto3" json:"children,omitempty"`
	// contains filtered or unexported fields
}

A node that groups multiple GraphNodeProto. Depending on the 'view', the semantics of the TFmultiGraphNodeProto is different: code view: A node groups all TensorFlow graph nodes created by the 

Python code.

op view: A node groups all TensorFlow graph nodes that are of type 

of the op (e.g. MatMul, Conv2D).

func (*MultiGraphNodeProto) Descriptor deprecated 

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

Deprecated: Use MultiGraphNodeProto.ProtoReflect.Descriptor instead.

func (*MultiGraphNodeProto) GetAcceleratorExecMicros 

func (x *MultiGraphNodeProto) GetAcceleratorExecMicros() int64

func (*MultiGraphNodeProto) GetChildren 

func (x *MultiGraphNodeProto) GetChildren() []*MultiGraphNodeProto

func (*MultiGraphNodeProto) GetCpuExecMicros 

func (x *MultiGraphNodeProto) GetCpuExecMicros() int64

func (*MultiGraphNodeProto) GetExecMicros 

func (x *MultiGraphNodeProto) GetExecMicros() int64

func (*MultiGraphNodeProto) GetFloatOps 

func (x *MultiGraphNodeProto) GetFloatOps() int64

func (*MultiGraphNodeProto) GetGraphNodes 

func (x *MultiGraphNodeProto) GetGraphNodes() []*GraphNodeProto

func (*MultiGraphNodeProto) GetName 

func (x *MultiGraphNodeProto) GetName() string

func (*MultiGraphNodeProto) GetOutputBytes 

func (x *MultiGraphNodeProto) GetOutputBytes() int64

func (*MultiGraphNodeProto) GetParameters 

func (x *MultiGraphNodeProto) GetParameters() int64

func (*MultiGraphNodeProto) GetPeakBytes 

func (x *MultiGraphNodeProto) GetPeakBytes() int64

func (*MultiGraphNodeProto) GetRequestedBytes 

func (x *MultiGraphNodeProto) GetRequestedBytes() int64

func (*MultiGraphNodeProto) GetResidualBytes 

func (x *MultiGraphNodeProto) GetResidualBytes() int64

func (*MultiGraphNodeProto) GetTotalAcceleratorExecMicros 

func (x *MultiGraphNodeProto) GetTotalAcceleratorExecMicros() int64

func (*MultiGraphNodeProto) GetTotalCpuExecMicros 

func (x *MultiGraphNodeProto) GetTotalCpuExecMicros() int64

func (*MultiGraphNodeProto) GetTotalExecMicros 

func (x *MultiGraphNodeProto) GetTotalExecMicros() int64

func (*MultiGraphNodeProto) GetTotalFloatOps 

func (x *MultiGraphNodeProto) GetTotalFloatOps() int64

func (*MultiGraphNodeProto) GetTotalOutputBytes 

func (x *MultiGraphNodeProto) GetTotalOutputBytes() int64

func (*MultiGraphNodeProto) GetTotalParameters 

func (x *MultiGraphNodeProto) GetTotalParameters() int64

func (*MultiGraphNodeProto) GetTotalPeakBytes 

func (x *MultiGraphNodeProto) GetTotalPeakBytes() int64

func (*MultiGraphNodeProto) GetTotalRequestedBytes 

func (x *MultiGraphNodeProto) GetTotalRequestedBytes() int64

func (*MultiGraphNodeProto) GetTotalResidualBytes 

func (x *MultiGraphNodeProto) GetTotalResidualBytes() int64

func (*MultiGraphNodeProto) ProtoMessage 

func (*MultiGraphNodeProto) ProtoMessage()

func (*MultiGraphNodeProto) ProtoReflect 

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

func (*MultiGraphNodeProto) Reset 

func (x *MultiGraphNodeProto) Reset()

func (*MultiGraphNodeProto) String 

func (x *MultiGraphNodeProto) String() string

type NewProfileSessionRequest 

type NewProfileSessionRequest struct {
	Request *ProfileRequest `protobuf:"bytes,1,opt,name=request,proto3" json:"request,omitempty"`
	// The place where we will dump profile data. We will normally use
	// MODEL_DIR/plugins/profile as the repository root.
	RepositoryRoot string   `protobuf:"bytes,2,opt,name=repository_root,json=repositoryRoot,proto3" json:"repository_root,omitempty"`
	Hosts          []string `protobuf:"bytes,3,rep,name=hosts,proto3" json:"hosts,omitempty"` // host or host:port, port will be ignored.
	SessionId      string   `protobuf:"bytes,4,opt,name=session_id,json=sessionId,proto3" json:"session_id,omitempty"`
	// contains filtered or unexported fields
}

func (*NewProfileSessionRequest) Descriptor deprecated 

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

Deprecated: Use NewProfileSessionRequest.ProtoReflect.Descriptor instead.

func (*NewProfileSessionRequest) GetHosts 

func (x *NewProfileSessionRequest) GetHosts() []string

func (*NewProfileSessionRequest) GetRepositoryRoot 

func (x *NewProfileSessionRequest) GetRepositoryRoot() string

func (*NewProfileSessionRequest) GetRequest 

func (x *NewProfileSessionRequest) GetRequest() *ProfileRequest

func (*NewProfileSessionRequest) GetSessionId 

func (x *NewProfileSessionRequest) GetSessionId() string

func (*NewProfileSessionRequest) ProtoMessage 

func (*NewProfileSessionRequest) ProtoMessage()

func (*NewProfileSessionRequest) ProtoReflect 

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

func (*NewProfileSessionRequest) Reset 

func (x *NewProfileSessionRequest) Reset()

func (*NewProfileSessionRequest) String 

func (x *NewProfileSessionRequest) String() string

type NewProfileSessionResponse 

type NewProfileSessionResponse struct {

	// Auxiliary error_message.
	ErrorMessage string `protobuf:"bytes,1,opt,name=error_message,json=errorMessage,proto3" json:"error_message,omitempty"`
	// Whether all hosts had returned a empty trace.
	EmptyTrace bool `protobuf:"varint,2,opt,name=empty_trace,json=emptyTrace,proto3" json:"empty_trace,omitempty"`
	// contains filtered or unexported fields
}

func (*NewProfileSessionResponse) Descriptor deprecated 

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

Deprecated: Use NewProfileSessionResponse.ProtoReflect.Descriptor instead.

func (*NewProfileSessionResponse) GetEmptyTrace 

func (x *NewProfileSessionResponse) GetEmptyTrace() bool

func (*NewProfileSessionResponse) GetErrorMessage 

func (x *NewProfileSessionResponse) GetErrorMessage() string

func (*NewProfileSessionResponse) ProtoMessage 

func (*NewProfileSessionResponse) ProtoMessage()

func (*NewProfileSessionResponse) ProtoReflect 

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

func (*NewProfileSessionResponse) Reset 

func (x *NewProfileSessionResponse) Reset()

func (*NewProfileSessionResponse) String 

func (x *NewProfileSessionResponse) String() string

type OpLogEntry 

type OpLogEntry struct {

	// op name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// float_ops is filled by tfprof Python API when called. It requires the
	// op has RegisterStatistics defined. Currently, Conv2D, MatMul, etc, are
	// implemented.
	FloatOps int64 `protobuf:"varint,2,opt,name=float_ops,json=floatOps,proto3" json:"float_ops,omitempty"`
	// User can define extra op type information for an op. This allows the user
	// to select a group of ops precisely using op_type as a key.
	Types []string `protobuf:"bytes,3,rep,name=types,proto3" json:"types,omitempty"`
	// Used to support tfprof "code" view.
	CodeDef *CodeDef `protobuf:"bytes,4,opt,name=code_def,json=codeDef,proto3" json:"code_def,omitempty"`
	// contains filtered or unexported fields
}

func (*OpLogEntry) Descriptor deprecated 

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

Deprecated: Use OpLogEntry.ProtoReflect.Descriptor instead.

func (*OpLogEntry) GetCodeDef 

func (x *OpLogEntry) GetCodeDef() *CodeDef

func (*OpLogEntry) GetFloatOps 

func (x *OpLogEntry) GetFloatOps() int64

func (*OpLogEntry) GetName 

func (x *OpLogEntry) GetName() string

func (*OpLogEntry) GetTypes 

func (x *OpLogEntry) GetTypes() []string

func (*OpLogEntry) ProtoMessage 

func (*OpLogEntry) ProtoMessage()

func (*OpLogEntry) ProtoReflect 

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

func (*OpLogEntry) Reset 

func (x *OpLogEntry) Reset()

func (*OpLogEntry) String 

func (x *OpLogEntry) String() string

type OpLogProto 

type OpLogProto struct {
	LogEntries []*OpLogEntry `protobuf:"bytes,1,rep,name=log_entries,json=logEntries,proto3" json:"log_entries,omitempty"`
	// Maps from id of CodeDef file,function,line to its string
	// In the future can also map other id of other fields to string.
	IdToString map[int64]string `` /* 182-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*OpLogProto) Descriptor deprecated 

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

Deprecated: Use OpLogProto.ProtoReflect.Descriptor instead.

func (*OpLogProto) GetIdToString 

func (x *OpLogProto) GetIdToString() map[int64]string

func (*OpLogProto) GetLogEntries 

func (x *OpLogProto) GetLogEntries() []*OpLogEntry

func (*OpLogProto) ProtoMessage 

func (*OpLogProto) ProtoMessage()

func (*OpLogProto) ProtoReflect 

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

func (*OpLogProto) Reset 

func (x *OpLogProto) Reset()

func (*OpLogProto) String 

func (x *OpLogProto) String() string

type OptionsProto 

type OptionsProto struct {
	MaxDepth               int64    `protobuf:"varint,1,opt,name=max_depth,json=maxDepth,proto3" json:"max_depth,omitempty"`
	MinBytes               int64    `protobuf:"varint,2,opt,name=min_bytes,json=minBytes,proto3" json:"min_bytes,omitempty"`
	MinPeakBytes           int64    `protobuf:"varint,19,opt,name=min_peak_bytes,json=minPeakBytes,proto3" json:"min_peak_bytes,omitempty"`
	MinResidualBytes       int64    `protobuf:"varint,20,opt,name=min_residual_bytes,json=minResidualBytes,proto3" json:"min_residual_bytes,omitempty"`
	MinOutputBytes         int64    `protobuf:"varint,21,opt,name=min_output_bytes,json=minOutputBytes,proto3" json:"min_output_bytes,omitempty"`
	MinMicros              int64    `protobuf:"varint,3,opt,name=min_micros,json=minMicros,proto3" json:"min_micros,omitempty"`
	MinAcceleratorMicros   int64    `protobuf:"varint,22,opt,name=min_accelerator_micros,json=minAcceleratorMicros,proto3" json:"min_accelerator_micros,omitempty"`
	MinCpuMicros           int64    `protobuf:"varint,23,opt,name=min_cpu_micros,json=minCpuMicros,proto3" json:"min_cpu_micros,omitempty"`
	MinParams              int64    `protobuf:"varint,4,opt,name=min_params,json=minParams,proto3" json:"min_params,omitempty"`
	MinFloatOps            int64    `protobuf:"varint,5,opt,name=min_float_ops,json=minFloatOps,proto3" json:"min_float_ops,omitempty"`
	MinOccurrence          int64    `protobuf:"varint,17,opt,name=min_occurrence,json=minOccurrence,proto3" json:"min_occurrence,omitempty"`
	Step                   int64    `protobuf:"varint,18,opt,name=step,proto3" json:"step,omitempty"`
	OrderBy                string   `protobuf:"bytes,7,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	AccountTypeRegexes     []string `protobuf:"bytes,8,rep,name=account_type_regexes,json=accountTypeRegexes,proto3" json:"account_type_regexes,omitempty"`
	StartNameRegexes       []string `protobuf:"bytes,9,rep,name=start_name_regexes,json=startNameRegexes,proto3" json:"start_name_regexes,omitempty"`
	TrimNameRegexes        []string `protobuf:"bytes,10,rep,name=trim_name_regexes,json=trimNameRegexes,proto3" json:"trim_name_regexes,omitempty"`
	ShowNameRegexes        []string `protobuf:"bytes,11,rep,name=show_name_regexes,json=showNameRegexes,proto3" json:"show_name_regexes,omitempty"`
	HideNameRegexes        []string `protobuf:"bytes,12,rep,name=hide_name_regexes,json=hideNameRegexes,proto3" json:"hide_name_regexes,omitempty"`
	AccountDisplayedOpOnly bool     `` /* 133-byte string literal not displayed */
	Select                 []string `protobuf:"bytes,14,rep,name=select,proto3" json:"select,omitempty"`
	Output                 string   `protobuf:"bytes,15,opt,name=output,proto3" json:"output,omitempty"`
	DumpToFile             string   `protobuf:"bytes,16,opt,name=dump_to_file,json=dumpToFile,proto3" json:"dump_to_file,omitempty"`
	// contains filtered or unexported fields
}

Refers to tfprof_options.h/cc for documentation. Only used to pass tfprof options from Python to C++.

func (*OptionsProto) Descriptor deprecated 

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

Deprecated: Use OptionsProto.ProtoReflect.Descriptor instead.

func (*OptionsProto) GetAccountDisplayedOpOnly 

func (x *OptionsProto) GetAccountDisplayedOpOnly() bool

func (*OptionsProto) GetAccountTypeRegexes 

func (x *OptionsProto) GetAccountTypeRegexes() []string

func (*OptionsProto) GetDumpToFile 

func (x *OptionsProto) GetDumpToFile() string

func (*OptionsProto) GetHideNameRegexes 

func (x *OptionsProto) GetHideNameRegexes() []string

func (*OptionsProto) GetMaxDepth 

func (x *OptionsProto) GetMaxDepth() int64

func (*OptionsProto) GetMinAcceleratorMicros 

func (x *OptionsProto) GetMinAcceleratorMicros() int64

func (*OptionsProto) GetMinBytes 

func (x *OptionsProto) GetMinBytes() int64

func (*OptionsProto) GetMinCpuMicros 

func (x *OptionsProto) GetMinCpuMicros() int64

func (*OptionsProto) GetMinFloatOps 

func (x *OptionsProto) GetMinFloatOps() int64

func (*OptionsProto) GetMinMicros 

func (x *OptionsProto) GetMinMicros() int64

func (*OptionsProto) GetMinOccurrence 

func (x *OptionsProto) GetMinOccurrence() int64

func (*OptionsProto) GetMinOutputBytes 

func (x *OptionsProto) GetMinOutputBytes() int64

func (*OptionsProto) GetMinParams 

func (x *OptionsProto) GetMinParams() int64

func (*OptionsProto) GetMinPeakBytes 

func (x *OptionsProto) GetMinPeakBytes() int64

func (*OptionsProto) GetMinResidualBytes 

func (x *OptionsProto) GetMinResidualBytes() int64

func (*OptionsProto) GetOrderBy 

func (x *OptionsProto) GetOrderBy() string

func (*OptionsProto) GetOutput 

func (x *OptionsProto) GetOutput() string

func (*OptionsProto) GetSelect 

func (x *OptionsProto) GetSelect() []string

func (*OptionsProto) GetShowNameRegexes 

func (x *OptionsProto) GetShowNameRegexes() []string

func (*OptionsProto) GetStartNameRegexes 

func (x *OptionsProto) GetStartNameRegexes() []string

func (*OptionsProto) GetStep 

func (x *OptionsProto) GetStep() int64

func (*OptionsProto) GetTrimNameRegexes 

func (x *OptionsProto) GetTrimNameRegexes() []string

func (*OptionsProto) ProtoMessage 

func (*OptionsProto) ProtoMessage()

func (*OptionsProto) ProtoReflect 

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

func (*OptionsProto) Reset 

func (x *OptionsProto) Reset()

func (*OptionsProto) String 

func (x *OptionsProto) String() string

type Profile 

type Profile struct {
	SampleType        []*ValueType `protobuf:"bytes,1,rep,name=sample_type,json=sampleType,proto3" json:"sample_type,omitempty"`
	Sample            []*Sample    `protobuf:"bytes,2,rep,name=sample,proto3" json:"sample,omitempty"`
	Mapping           []*Mapping   `protobuf:"bytes,3,rep,name=mapping,proto3" json:"mapping,omitempty"`
	Location          []*Location  `protobuf:"bytes,4,rep,name=location,proto3" json:"location,omitempty"`
	Function          []*Function  `protobuf:"bytes,5,rep,name=function,proto3" json:"function,omitempty"`
	StringTable       []string     `protobuf:"bytes,6,rep,name=string_table,json=stringTable,proto3" json:"string_table,omitempty"`
	DropFrames        int64        `protobuf:"varint,7,opt,name=drop_frames,json=dropFrames,proto3" json:"drop_frames,omitempty"`
	KeepFrames        int64        `protobuf:"varint,8,opt,name=keep_frames,json=keepFrames,proto3" json:"keep_frames,omitempty"`
	TimeNanos         int64        `protobuf:"varint,9,opt,name=time_nanos,json=timeNanos,proto3" json:"time_nanos,omitempty"`
	DurationNanos     int64        `protobuf:"varint,10,opt,name=duration_nanos,json=durationNanos,proto3" json:"duration_nanos,omitempty"`
	PeriodType        *ValueType   `protobuf:"bytes,11,opt,name=period_type,json=periodType,proto3" json:"period_type,omitempty"`
	Period            int64        `protobuf:"varint,12,opt,name=period,proto3" json:"period,omitempty"`
	Comment           []int64      `protobuf:"varint,13,rep,packed,name=comment,proto3" json:"comment,omitempty"`
	DefaultSampleType int64        `protobuf:"varint,14,opt,name=default_sample_type,json=defaultSampleType,proto3" json:"default_sample_type,omitempty"`
	// contains filtered or unexported fields
}

func (*Profile) Descriptor deprecated 

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

Deprecated: Use Profile.ProtoReflect.Descriptor instead.

func (*Profile) GetComment 

func (x *Profile) GetComment() []int64

func (*Profile) GetDefaultSampleType 

func (x *Profile) GetDefaultSampleType() int64

func (*Profile) GetDropFrames 

func (x *Profile) GetDropFrames() int64

func (*Profile) GetDurationNanos 

func (x *Profile) GetDurationNanos() int64

func (*Profile) GetFunction 

func (x *Profile) GetFunction() []*Function

func (*Profile) GetKeepFrames 

func (x *Profile) GetKeepFrames() int64

func (*Profile) GetLocation 

func (x *Profile) GetLocation() []*Location

func (*Profile) GetMapping 

func (x *Profile) GetMapping() []*Mapping

func (*Profile) GetPeriod 

func (x *Profile) GetPeriod() int64

func (*Profile) GetPeriodType 

func (x *Profile) GetPeriodType() *ValueType

func (*Profile) GetSample 

func (x *Profile) GetSample() []*Sample

func (*Profile) GetSampleType 

func (x *Profile) GetSampleType() []*ValueType

func (*Profile) GetStringTable 

func (x *Profile) GetStringTable() []string

func (*Profile) GetTimeNanos 

func (x *Profile) GetTimeNanos() int64

func (*Profile) ProtoMessage 

func (*Profile) ProtoMessage()

func (*Profile) ProtoReflect 

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

func (*Profile) Reset 

func (x *Profile) Reset()

func (*Profile) String 

func (x *Profile) String() string

type ProfileAnalysisClient 

type ProfileAnalysisClient interface {
	// Starts a profiling session, blocks until it completes.
	// TPUProfileAnalysis service delegate this to TPUProfiler service.
	// Populate the profiled data in repository, then return status to caller.
	NewSession(ctx context.Context, in *NewProfileSessionRequest, opts ...grpc.CallOption) (*NewProfileSessionResponse, error)
	// Enumerate existing sessions and return available profile tools.
	EnumSessions(ctx context.Context, in *EnumProfileSessionsAndToolsRequest, opts ...grpc.CallOption) (*EnumProfileSessionsAndToolsResponse, error)
	// Retrieve specific tool's data for specific session.
	GetSessionToolData(ctx context.Context, in *ProfileSessionDataRequest, opts ...grpc.CallOption) (*ProfileSessionDataResponse, error)
}

ProfileAnalysisClient is the client API for ProfileAnalysis service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewProfileAnalysisClient 

func NewProfileAnalysisClient(cc grpc.ClientConnInterface) ProfileAnalysisClient

type ProfileAnalysisServer 

type ProfileAnalysisServer interface {
	// Starts a profiling session, blocks until it completes.
	// TPUProfileAnalysis service delegate this to TPUProfiler service.
	// Populate the profiled data in repository, then return status to caller.
	NewSession(context.Context, *NewProfileSessionRequest) (*NewProfileSessionResponse, error)
	// Enumerate existing sessions and return available profile tools.
	EnumSessions(context.Context, *EnumProfileSessionsAndToolsRequest) (*EnumProfileSessionsAndToolsResponse, error)
	// Retrieve specific tool's data for specific session.
	GetSessionToolData(context.Context, *ProfileSessionDataRequest) (*ProfileSessionDataResponse, error)
	// contains filtered or unexported methods
}

ProfileAnalysisServer is the server API for ProfileAnalysis service. All implementations must embed UnimplementedProfileAnalysisServer for forward compatibility

type ProfileNode 

type ProfileNode struct {

	// graph node name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// graph operation type.
	Op string `protobuf:"bytes,9,opt,name=op,proto3" json:"op,omitempty"`
	// A unique id for the node.
	Id           int64            `protobuf:"varint,13,opt,name=id,proto3" json:"id,omitempty"`
	Inputs       map[int32]int64  `` /* 155-byte string literal not displayed */
	InputShapes  map[int32]*Tuple `` /* 184-byte string literal not displayed */
	Outputs      map[int32]int64  `` /* 157-byte string literal not displayed */
	OutputShapes map[int32]*Tuple `` /* 187-byte string literal not displayed */
	// A map from source node id to its output index to current node.
	SrcOutputIndex  map[int64]int32                 `` /* 196-byte string literal not displayed */
	Shape           []int64                         `protobuf:"varint,4,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	OpTypes         []string                        `protobuf:"bytes,5,rep,name=op_types,json=opTypes,proto3" json:"op_types,omitempty"`
	CanonicalDevice string                          `protobuf:"bytes,6,opt,name=canonical_device,json=canonicalDevice,proto3" json:"canonical_device,omitempty"`
	HostDevice      string                          `protobuf:"bytes,7,opt,name=host_device,json=hostDevice,proto3" json:"host_device,omitempty"`
	FloatOps        int64                           `protobuf:"varint,8,opt,name=float_ops,json=floatOps,proto3" json:"float_ops,omitempty"`
	Trace           *CodeDef                        `protobuf:"bytes,10,opt,name=trace,proto3" json:"trace,omitempty"`
	Attrs           map[string]*framework.AttrValue `` /* 152-byte string literal not displayed */
	Execs           map[int64]*ExecProfile          `` /* 153-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*ProfileNode) Descriptor deprecated 

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

Deprecated: Use ProfileNode.ProtoReflect.Descriptor instead.

func (*ProfileNode) GetAttrs 

func (x *ProfileNode) GetAttrs() map[string]*framework.AttrValue

func (*ProfileNode) GetCanonicalDevice 

func (x *ProfileNode) GetCanonicalDevice() string

func (*ProfileNode) GetExecs 

func (x *ProfileNode) GetExecs() map[int64]*ExecProfile

func (*ProfileNode) GetFloatOps 

func (x *ProfileNode) GetFloatOps() int64

func (*ProfileNode) GetHostDevice 

func (x *ProfileNode) GetHostDevice() string

func (*ProfileNode) GetId 

func (x *ProfileNode) GetId() int64

func (*ProfileNode) GetInputShapes 

func (x *ProfileNode) GetInputShapes() map[int32]*Tuple

func (*ProfileNode) GetInputs 

func (x *ProfileNode) GetInputs() map[int32]int64

func (*ProfileNode) GetName 

func (x *ProfileNode) GetName() string

func (*ProfileNode) GetOp 

func (x *ProfileNode) GetOp() string

func (*ProfileNode) GetOpTypes 

func (x *ProfileNode) GetOpTypes() []string

func (*ProfileNode) GetOutputShapes 

func (x *ProfileNode) GetOutputShapes() map[int32]*Tuple

func (*ProfileNode) GetOutputs 

func (x *ProfileNode) GetOutputs() map[int32]int64

func (*ProfileNode) GetShape 

func (x *ProfileNode) GetShape() []int64

func (*ProfileNode) GetSrcOutputIndex 

func (x *ProfileNode) GetSrcOutputIndex() map[int64]int32

func (*ProfileNode) GetTrace 

func (x *ProfileNode) GetTrace() *CodeDef

func (*ProfileNode) ProtoMessage 

func (*ProfileNode) ProtoMessage()

func (*ProfileNode) ProtoReflect 

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

func (*ProfileNode) Reset 

func (x *ProfileNode) Reset()

func (*ProfileNode) String 

func (x *ProfileNode) String() string

type ProfileOptions 

type ProfileOptions struct {

	// Some default value of option are not proto3 default value. Use this version
	// to determine if we should use default option value instead of proto3
	// default value.
	Version uint32 `protobuf:"varint,5,opt,name=version,proto3" json:"version,omitempty"`
	// Device type to profile/trace: (version >= 1)
	// DeviceType::UNSPECIFIED: All registered device profiler will be enabled.
	// DeviceType::CPU: only CPU will be profiled.
	// DeviceType::GPU: only CPU/GPU will be profiled.
	// DeviceType::TPU: only CPU/TPU will be profiled.
	// DeviceType::PLUGGABLE_DEVICE: only CPU/pluggable devices with profilers
	// will be profiled.
	DeviceType ProfileOptions_DeviceType `` /* 134-byte string literal not displayed */
	// We don't collect the dataset ops by default for better trace-viewer
	// scalability. The caller can mannually set this field to include the ops.
	IncludeDatasetOps bool `protobuf:"varint,1,opt,name=include_dataset_ops,json=includeDatasetOps,proto3" json:"include_dataset_ops,omitempty"`
	// Levels of host tracing: (version >= 1)
	//   - Level 0 is used to disable host traces.
	//   - Level 1 enables tracing of only user instrumented (or default) TraceMe.
	//   - Level 2 enables tracing of all level 1 TraceMe(s) and instrumented high
	//     level program execution details (expensive TF ops, XLA ops, etc).
	//     This is the default.
	//   - Level 3 enables tracing of all level 2 TraceMe(s) and more verbose
	//     (low-level) program execution details (cheap TF ops, etc).
	HostTracerLevel uint32 `protobuf:"varint,2,opt,name=host_tracer_level,json=hostTracerLevel,proto3" json:"host_tracer_level,omitempty"`
	// Levels of device tracing: (version >= 1)
	//   - Level 0 is used to disable device traces.
	//   - Level 1 is used to enable device traces.
	//   - More levels might be defined for specific device for controlling the
	//     verbosity of the trace.
	DeviceTracerLevel uint32 `protobuf:"varint,3,opt,name=device_tracer_level,json=deviceTracerLevel,proto3" json:"device_tracer_level,omitempty"`
	// Whether enable python function calls tracing. Runtime overhead ensues if
	// enabled. Default off. (version >= 1)
	PythonTracerLevel uint32 `protobuf:"varint,4,opt,name=python_tracer_level,json=pythonTracerLevel,proto3" json:"python_tracer_level,omitempty"`
	// Whether serialize hlo_proto when XLA is used. (version >= 1)
	EnableHloProto bool `protobuf:"varint,7,opt,name=enable_hlo_proto,json=enableHloProto,proto3" json:"enable_hlo_proto,omitempty"`
	// The local profiler starts profiling at this Unix timestamp in nanoseconds.
	StartTimestampNs uint64 `protobuf:"varint,8,opt,name=start_timestamp_ns,json=startTimestampNs,proto3" json:"start_timestamp_ns,omitempty"`
	// The local profiler collects `duration_ms` milliseconds of data. If the
	// value is 0, profiling continues until interrupted.
	DurationMs uint64 `protobuf:"varint,9,opt,name=duration_ms,json=durationMs,proto3" json:"duration_ms,omitempty"`
	// Directory to save profile data to. No-op when empty.
	RepositoryPath string `protobuf:"bytes,10,opt,name=repository_path,json=repositoryPath,proto3" json:"repository_path,omitempty"`
	// contains filtered or unexported fields
}

Next ID: 11

func (*ProfileOptions) Descriptor deprecated 

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

Deprecated: Use ProfileOptions.ProtoReflect.Descriptor instead.

func (*ProfileOptions) GetDeviceTracerLevel 

func (x *ProfileOptions) GetDeviceTracerLevel() uint32

func (*ProfileOptions) GetDeviceType 

func (x *ProfileOptions) GetDeviceType() ProfileOptions_DeviceType

func (*ProfileOptions) GetDurationMs 

func (x *ProfileOptions) GetDurationMs() uint64

func (*ProfileOptions) GetEnableHloProto 

func (x *ProfileOptions) GetEnableHloProto() bool

func (*ProfileOptions) GetHostTracerLevel 

func (x *ProfileOptions) GetHostTracerLevel() uint32

func (*ProfileOptions) GetIncludeDatasetOps 

func (x *ProfileOptions) GetIncludeDatasetOps() bool

func (*ProfileOptions) GetPythonTracerLevel 

func (x *ProfileOptions) GetPythonTracerLevel() uint32

func (*ProfileOptions) GetRepositoryPath 

func (x *ProfileOptions) GetRepositoryPath() string

func (*ProfileOptions) GetStartTimestampNs 

func (x *ProfileOptions) GetStartTimestampNs() uint64

func (*ProfileOptions) GetVersion 

func (x *ProfileOptions) GetVersion() uint32

func (*ProfileOptions) ProtoMessage 

func (*ProfileOptions) ProtoMessage()

func (*ProfileOptions) ProtoReflect 

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

func (*ProfileOptions) Reset 

func (x *ProfileOptions) Reset()

func (*ProfileOptions) String 

func (x *ProfileOptions) String() string

type ProfileOptions_DeviceType 

type ProfileOptions_DeviceType int32
const (
	ProfileOptions_UNSPECIFIED      ProfileOptions_DeviceType = 0
	ProfileOptions_CPU              ProfileOptions_DeviceType = 1
	ProfileOptions_GPU              ProfileOptions_DeviceType = 2
	ProfileOptions_TPU              ProfileOptions_DeviceType = 3
	ProfileOptions_PLUGGABLE_DEVICE ProfileOptions_DeviceType = 4
)

func (ProfileOptions_DeviceType) Descriptor 

func (ProfileOptions_DeviceType) Descriptor() protoreflect.EnumDescriptor

func (ProfileOptions_DeviceType) Enum 

func (x ProfileOptions_DeviceType) Enum() *ProfileOptions_DeviceType

func (ProfileOptions_DeviceType) EnumDescriptor deprecated 

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

Deprecated: Use ProfileOptions_DeviceType.Descriptor instead.

func (ProfileOptions_DeviceType) Number 

func (x ProfileOptions_DeviceType) Number() protoreflect.EnumNumber

func (ProfileOptions_DeviceType) String 

func (x ProfileOptions_DeviceType) String() string

func (ProfileOptions_DeviceType) Type 

func (ProfileOptions_DeviceType) Type() protoreflect.EnumType

type ProfileProto 

type ProfileProto struct {
	Nodes map[int64]*ProfileNode `` /* 152-byte string literal not displayed */
	// Whether or not has code traces.
	HasTrace bool `protobuf:"varint,2,opt,name=has_trace,json=hasTrace,proto3" json:"has_trace,omitempty"`
	// Whether or not the TF device tracer fails to return accelerator
	// information (which could lead to 0 accelerator execution time).
	MissAcceleratorStream bool `` /* 127-byte string literal not displayed */
	// Traced steps.
	Steps []int64 `protobuf:"varint,3,rep,packed,name=steps,proto3" json:"steps,omitempty"`
	// Maps from id of CodeDef file,function,line to its string
	// In the future can also map other id of other fields to string.
	IdToString map[int64]string `` /* 182-byte string literal not displayed */
	// contains filtered or unexported fields
}

A proto representation of the profiler's profile. It allows serialization, shipping around and deserialization of the profiles.

Please don't depend on the internals of the profile proto.

func (*ProfileProto) Descriptor deprecated 

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

Deprecated: Use ProfileProto.ProtoReflect.Descriptor instead.

func (*ProfileProto) GetHasTrace 

func (x *ProfileProto) GetHasTrace() bool

func (*ProfileProto) GetIdToString 

func (x *ProfileProto) GetIdToString() map[int64]string

func (*ProfileProto) GetMissAcceleratorStream 

func (x *ProfileProto) GetMissAcceleratorStream() bool

func (*ProfileProto) GetNodes 

func (x *ProfileProto) GetNodes() map[int64]*ProfileNode

func (*ProfileProto) GetSteps 

func (x *ProfileProto) GetSteps() []int64

func (*ProfileProto) ProtoMessage 

func (*ProfileProto) ProtoMessage()

func (*ProfileProto) ProtoReflect 

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

func (*ProfileProto) Reset 

func (x *ProfileProto) Reset()

func (*ProfileProto) String 

func (x *ProfileProto) String() string

type ProfileRequest 

type ProfileRequest struct {

	// In future, the caller will be able to customize when profiling starts and
	// stops. For now, it collects `duration_ms` milliseconds worth of data.
	DurationMs uint64 `protobuf:"varint,1,opt,name=duration_ms,json=durationMs,proto3" json:"duration_ms,omitempty"`
	// The maximum number of events to return. By default (value 0), return all
	// events.
	MaxEvents uint64 `protobuf:"varint,2,opt,name=max_events,json=maxEvents,proto3" json:"max_events,omitempty"`
	// Required profiling tools name such as "input_pipeline_analyzer" etc
	Tools []string `protobuf:"bytes,3,rep,name=tools,proto3" json:"tools,omitempty"`
	// Specifies the requirement for each tools.
	ToolOptions map[string]*ToolRequestOptions `` /* 182-byte string literal not displayed */
	// Optional profiling options that control how a TF session will be profiled.
	Opts *ProfileOptions `protobuf:"bytes,4,opt,name=opts,proto3" json:"opts,omitempty"`
	// The place where we will dump profile data. We will normally use
	// MODEL_DIR/plugins/profile/ as the repository root.
	RepositoryRoot string `protobuf:"bytes,5,opt,name=repository_root,json=repositoryRoot,proto3" json:"repository_root,omitempty"`
	// The user provided profile session identifier.
	SessionId string `protobuf:"bytes,6,opt,name=session_id,json=sessionId,proto3" json:"session_id,omitempty"`
	// The hostname of system where the profile should happen.
	// We use it as identifier in part of our output filename.
	HostName string `protobuf:"bytes,7,opt,name=host_name,json=hostName,proto3" json:"host_name,omitempty"`
	// contains filtered or unexported fields
}

Next-ID: 9

func (*ProfileRequest) Descriptor deprecated 

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

Deprecated: Use ProfileRequest.ProtoReflect.Descriptor instead.

func (*ProfileRequest) GetDurationMs 

func (x *ProfileRequest) GetDurationMs() uint64

func (*ProfileRequest) GetHostName 

func (x *ProfileRequest) GetHostName() string

func (*ProfileRequest) GetMaxEvents 

func (x *ProfileRequest) GetMaxEvents() uint64

func (*ProfileRequest) GetOpts 

func (x *ProfileRequest) GetOpts() *ProfileOptions

func (*ProfileRequest) GetRepositoryRoot 

func (x *ProfileRequest) GetRepositoryRoot() string

func (*ProfileRequest) GetSessionId 

func (x *ProfileRequest) GetSessionId() string

func (*ProfileRequest) GetToolOptions 

func (x *ProfileRequest) GetToolOptions() map[string]*ToolRequestOptions

func (*ProfileRequest) GetTools 

func (x *ProfileRequest) GetTools() []string

func (*ProfileRequest) ProtoMessage 

func (*ProfileRequest) ProtoMessage()

func (*ProfileRequest) ProtoReflect 

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

func (*ProfileRequest) Reset 

func (x *ProfileRequest) Reset()

func (*ProfileRequest) String 

func (x *ProfileRequest) String() string

type ProfileResponse 

type ProfileResponse struct {

	// Data payload for each required tools.
	ToolData []*ProfileToolData `protobuf:"bytes,6,rep,name=tool_data,json=toolData,proto3" json:"tool_data,omitempty"`
	// When we write profiling data directly to repository directory, we need a
	// way to figure out whether the captured trace is empty.
	EmptyTrace bool `protobuf:"varint,7,opt,name=empty_trace,json=emptyTrace,proto3" json:"empty_trace,omitempty"`
	// contains filtered or unexported fields
}

Next-ID: 8

func (*ProfileResponse) Descriptor deprecated 

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

Deprecated: Use ProfileResponse.ProtoReflect.Descriptor instead.

func (*ProfileResponse) GetEmptyTrace 

func (x *ProfileResponse) GetEmptyTrace() bool

func (*ProfileResponse) GetToolData 

func (x *ProfileResponse) GetToolData() []*ProfileToolData

func (*ProfileResponse) ProtoMessage 

func (*ProfileResponse) ProtoMessage()

func (*ProfileResponse) ProtoReflect 

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

func (*ProfileResponse) Reset 

func (x *ProfileResponse) Reset()

func (*ProfileResponse) String 

func (x *ProfileResponse) String() string

type ProfileSessionDataRequest 

type ProfileSessionDataRequest struct {

	// The place where we will read profile data. We will normally use
	// MODEL_DIR/plugins/profile as the repository root.
	RepositoryRoot string `protobuf:"bytes,1,opt,name=repository_root,json=repositoryRoot,proto3" json:"repository_root,omitempty"`
	SessionId      string `protobuf:"bytes,2,opt,name=session_id,json=sessionId,proto3" json:"session_id,omitempty"`
	// Which host the data is associated. if empty, data from all hosts are
	// aggregated.
	HostName string `protobuf:"bytes,5,opt,name=host_name,json=hostName,proto3" json:"host_name,omitempty"`
	// Which tool
	ToolName string `protobuf:"bytes,3,opt,name=tool_name,json=toolName,proto3" json:"tool_name,omitempty"`
	// Tool's specific parameters. e.g. TraceViewer's viewport etc
	Parameters map[string]string `` /* 161-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*ProfileSessionDataRequest) Descriptor deprecated 

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

Deprecated: Use ProfileSessionDataRequest.ProtoReflect.Descriptor instead.

func (*ProfileSessionDataRequest) GetHostName 

func (x *ProfileSessionDataRequest) GetHostName() string

func (*ProfileSessionDataRequest) GetParameters 

func (x *ProfileSessionDataRequest) GetParameters() map[string]string

func (*ProfileSessionDataRequest) GetRepositoryRoot 

func (x *ProfileSessionDataRequest) GetRepositoryRoot() string

func (*ProfileSessionDataRequest) GetSessionId 

func (x *ProfileSessionDataRequest) GetSessionId() string

func (*ProfileSessionDataRequest) GetToolName 

func (x *ProfileSessionDataRequest) GetToolName() string

func (*ProfileSessionDataRequest) ProtoMessage 

func (*ProfileSessionDataRequest) ProtoMessage()

func (*ProfileSessionDataRequest) ProtoReflect 

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

func (*ProfileSessionDataRequest) Reset 

func (x *ProfileSessionDataRequest) Reset()

func (*ProfileSessionDataRequest) String 

func (x *ProfileSessionDataRequest) String() string

type ProfileSessionDataResponse 

type ProfileSessionDataResponse struct {

	// Auxiliary error_message.
	ErrorMessage string `protobuf:"bytes,1,opt,name=error_message,json=errorMessage,proto3" json:"error_message,omitempty"`
	// Output format. e.g. "json" or "proto" or "blob"
	OutputFormat string `protobuf:"bytes,2,opt,name=output_format,json=outputFormat,proto3" json:"output_format,omitempty"`
	// TODO(jiesun): figure out whether to put bytes or oneof tool specific proto.
	Output []byte `protobuf:"bytes,3,opt,name=output,proto3" json:"output,omitempty"`
	// contains filtered or unexported fields
}

func (*ProfileSessionDataResponse) Descriptor deprecated 

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

Deprecated: Use ProfileSessionDataResponse.ProtoReflect.Descriptor instead.

func (*ProfileSessionDataResponse) GetErrorMessage 

func (x *ProfileSessionDataResponse) GetErrorMessage() string

func (*ProfileSessionDataResponse) GetOutput 

func (x *ProfileSessionDataResponse) GetOutput() []byte

func (*ProfileSessionDataResponse) GetOutputFormat 

func (x *ProfileSessionDataResponse) GetOutputFormat() string

func (*ProfileSessionDataResponse) ProtoMessage 

func (*ProfileSessionDataResponse) ProtoMessage()

func (*ProfileSessionDataResponse) ProtoReflect 

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

func (*ProfileSessionDataResponse) Reset 

func (x *ProfileSessionDataResponse) Reset()

func (*ProfileSessionDataResponse) String 

func (x *ProfileSessionDataResponse) String() string

type ProfileSessionInfo 

type ProfileSessionInfo struct {
	SessionId string `protobuf:"bytes,1,opt,name=session_id,json=sessionId,proto3" json:"session_id,omitempty"`
	// Which tool data is available for consumption.
	AvailableTools []string `protobuf:"bytes,2,rep,name=available_tools,json=availableTools,proto3" json:"available_tools,omitempty"`
	// contains filtered or unexported fields
}

func (*ProfileSessionInfo) Descriptor deprecated 

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

Deprecated: Use ProfileSessionInfo.ProtoReflect.Descriptor instead.

func (*ProfileSessionInfo) GetAvailableTools 

func (x *ProfileSessionInfo) GetAvailableTools() []string

func (*ProfileSessionInfo) GetSessionId 

func (x *ProfileSessionInfo) GetSessionId() string

func (*ProfileSessionInfo) ProtoMessage 

func (*ProfileSessionInfo) ProtoMessage()

func (*ProfileSessionInfo) ProtoReflect 

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

func (*ProfileSessionInfo) Reset 

func (x *ProfileSessionInfo) Reset()

func (*ProfileSessionInfo) String 

func (x *ProfileSessionInfo) String() string

type ProfileToolData 

type ProfileToolData struct {

	// The file name which this data is associated (e.g. "input_pipeline.json",
	// "cluster_xxx.memory_viewer.json").
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The data payload (likely json) for the specific tool.
	Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty"`
	// contains filtered or unexported fields
}

func (*ProfileToolData) Descriptor deprecated 

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

Deprecated: Use ProfileToolData.ProtoReflect.Descriptor instead.

func (*ProfileToolData) GetData 

func (x *ProfileToolData) GetData() []byte

func (*ProfileToolData) GetName 

func (x *ProfileToolData) GetName() string

func (*ProfileToolData) ProtoMessage 

func (*ProfileToolData) ProtoMessage()

func (*ProfileToolData) ProtoReflect 

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

func (*ProfileToolData) Reset 

func (x *ProfileToolData) Reset()

func (*ProfileToolData) String 

func (x *ProfileToolData) String() string

type ProfilerServiceClient 

type ProfilerServiceClient interface {
	// Starts a profiling session, blocks until it completes, and returns data.
	Profile(ctx context.Context, in *ProfileRequest, opts ...grpc.CallOption) (*ProfileResponse, error)
	// Signal to terminate the Profile rpc for a on-going profiling session,
	// The Profile rpc will return successfully and prematurely without timeout.
	// This is used by programmatic mode to end the session in workers.
	Terminate(ctx context.Context, in *TerminateRequest, opts ...grpc.CallOption) (*TerminateResponse, error)
	// Collects profiling data and returns user-friendly metrics.
	Monitor(ctx context.Context, in *MonitorRequest, opts ...grpc.CallOption) (*MonitorResponse, error)
}

ProfilerServiceClient is the client API for ProfilerService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewProfilerServiceClient 

func NewProfilerServiceClient(cc grpc.ClientConnInterface) ProfilerServiceClient

type ProfilerServiceMonitorResult 

type ProfilerServiceMonitorResult struct {

	// Type of profiling responses.
	ResponseType ProfilerServiceMonitorResult_ResponseType `` /* 156-byte string literal not displayed */
	// Percentage of time when device is idle.
	DeviceIdleTimePercent float64 `` /* 130-byte string literal not displayed */
	// TPU matrix unit utilization percentage.
	MatrixUnitUtilizationPercent float64 `` /* 151-byte string literal not displayed */
	// Average step time in millisecond.
	StepTimeMsAvg float64 `protobuf:"fixed64,4,opt,name=step_time_ms_avg,json=stepTimeMsAvg,proto3" json:"step_time_ms_avg,omitempty"`
	// Minimum step time in millisecond.
	StepTimeMsMin float64 `protobuf:"fixed64,5,opt,name=step_time_ms_min,json=stepTimeMsMin,proto3" json:"step_time_ms_min,omitempty"`
	// Maximum step time in millisecond.
	StepTimeMsMax float64 `protobuf:"fixed64,6,opt,name=step_time_ms_max,json=stepTimeMsMax,proto3" json:"step_time_ms_max,omitempty"`
	// Average infeed percentage.
	InfeedPercentAvg float64 `protobuf:"fixed64,7,opt,name=infeed_percent_avg,json=infeedPercentAvg,proto3" json:"infeed_percent_avg,omitempty"`
	// Minimum infeed percentage.
	InfeedPercentMin float64 `protobuf:"fixed64,8,opt,name=infeed_percent_min,json=infeedPercentMin,proto3" json:"infeed_percent_min,omitempty"`
	// Maximum infeed percentage.
	InfeedPercentMax float64 `protobuf:"fixed64,9,opt,name=infeed_percent_max,json=infeedPercentMax,proto3" json:"infeed_percent_max,omitempty"`
	// contains filtered or unexported fields
}

func (*ProfilerServiceMonitorResult) Descriptor deprecated 

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

Deprecated: Use ProfilerServiceMonitorResult.ProtoReflect.Descriptor instead.

func (*ProfilerServiceMonitorResult) GetDeviceIdleTimePercent 

func (x *ProfilerServiceMonitorResult) GetDeviceIdleTimePercent() float64

func (*ProfilerServiceMonitorResult) GetInfeedPercentAvg 

func (x *ProfilerServiceMonitorResult) GetInfeedPercentAvg() float64

func (*ProfilerServiceMonitorResult) GetInfeedPercentMax 

func (x *ProfilerServiceMonitorResult) GetInfeedPercentMax() float64

func (*ProfilerServiceMonitorResult) GetInfeedPercentMin 

func (x *ProfilerServiceMonitorResult) GetInfeedPercentMin() float64

func (*ProfilerServiceMonitorResult) GetMatrixUnitUtilizationPercent 

func (x *ProfilerServiceMonitorResult) GetMatrixUnitUtilizationPercent() float64

func (*ProfilerServiceMonitorResult) GetResponseType 

func (x *ProfilerServiceMonitorResult) GetResponseType() ProfilerServiceMonitorResult_ResponseType

func (*ProfilerServiceMonitorResult) GetStepTimeMsAvg 

func (x *ProfilerServiceMonitorResult) GetStepTimeMsAvg() float64

func (*ProfilerServiceMonitorResult) GetStepTimeMsMax 

func (x *ProfilerServiceMonitorResult) GetStepTimeMsMax() float64

func (*ProfilerServiceMonitorResult) GetStepTimeMsMin 

func (x *ProfilerServiceMonitorResult) GetStepTimeMsMin() float64

func (*ProfilerServiceMonitorResult) ProtoMessage 

func (*ProfilerServiceMonitorResult) ProtoMessage()

func (*ProfilerServiceMonitorResult) ProtoReflect 

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

func (*ProfilerServiceMonitorResult) Reset 

func (x *ProfilerServiceMonitorResult) Reset()

func (*ProfilerServiceMonitorResult) String 

func (x *ProfilerServiceMonitorResult) String() string

type ProfilerServiceMonitorResult_ResponseType 

type ProfilerServiceMonitorResult_ResponseType int32

Represents the different types of responses from the profiling service. 

const (
	// No result is returned from the profiling service.
	ProfilerServiceMonitorResult_EMPTY_RESULT ProfilerServiceMonitorResult_ResponseType = 0
	// Only device utilization is available.
	ProfilerServiceMonitorResult_UTIL_ONLY ProfilerServiceMonitorResult_ResponseType = 1
	// Both device utilization and device idle time are available.
	ProfilerServiceMonitorResult_UTIL_IDLE ProfilerServiceMonitorResult_ResponseType = 2
	// Device utilization, device idle time, step time, and infeed percentage
	// are all available.
	ProfilerServiceMonitorResult_UTIL_IDLE_STEP ProfilerServiceMonitorResult_ResponseType = 3
)

func (ProfilerServiceMonitorResult_ResponseType) Descriptor 

func (ProfilerServiceMonitorResult_ResponseType) Descriptor() protoreflect.EnumDescriptor

func (ProfilerServiceMonitorResult_ResponseType) Enum 

func (x ProfilerServiceMonitorResult_ResponseType) Enum() *ProfilerServiceMonitorResult_ResponseType

func (ProfilerServiceMonitorResult_ResponseType) EnumDescriptor deprecated 

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

Deprecated: Use ProfilerServiceMonitorResult_ResponseType.Descriptor instead.

func (ProfilerServiceMonitorResult_ResponseType) Number 

func (x ProfilerServiceMonitorResult_ResponseType) Number() protoreflect.EnumNumber

func (ProfilerServiceMonitorResult_ResponseType) String 

func (x ProfilerServiceMonitorResult_ResponseType) String() string

func (ProfilerServiceMonitorResult_ResponseType) Type 

func (ProfilerServiceMonitorResult_ResponseType) Type() protoreflect.EnumType

type ProfilerServiceServer 

type ProfilerServiceServer interface {
	// Starts a profiling session, blocks until it completes, and returns data.
	Profile(context.Context, *ProfileRequest) (*ProfileResponse, error)
	// Signal to terminate the Profile rpc for a on-going profiling session,
	// The Profile rpc will return successfully and prematurely without timeout.
	// This is used by programmatic mode to end the session in workers.
	Terminate(context.Context, *TerminateRequest) (*TerminateResponse, error)
	// Collects profiling data and returns user-friendly metrics.
	Monitor(context.Context, *MonitorRequest) (*MonitorResponse, error)
	// contains filtered or unexported methods
}

ProfilerServiceServer is the server API for ProfilerService service. All implementations must embed UnimplementedProfilerServiceServer for forward compatibility

type RemoteProfilerSessionManagerOptions 

type RemoteProfilerSessionManagerOptions struct {

	// Options for each local profiler.
	ProfilerOptions *ProfileOptions `protobuf:"bytes,1,opt,name=profiler_options,json=profilerOptions,proto3" json:"profiler_options,omitempty"`
	// List of servers to profile. Supported formats: host:port.
	ServiceAddresses []string `protobuf:"bytes,2,rep,name=service_addresses,json=serviceAddresses,proto3" json:"service_addresses,omitempty"`
	// Unix timestamp of when the session was started.
	SessionCreationTimestampNs uint64 `` /* 144-byte string literal not displayed */
	// Maximum time (in milliseconds) a profiling session manager waits for all
	// profilers to finish after issuing gRPC request. If value is 0, session
	// continues until interrupted. Otherwise, value must be greater than
	// profiler_options.duration_ms.
	MaxSessionDurationMs uint64 `` /* 126-byte string literal not displayed */
	// Start of profiling is delayed by this much (in milliseconds).
	DelayMs uint64 `protobuf:"varint,5,opt,name=delay_ms,json=delayMs,proto3" json:"delay_ms,omitempty"`
	// contains filtered or unexported fields
}

Options for remote profiler session manager. Next ID: 6

func (*RemoteProfilerSessionManagerOptions) Descriptor deprecated 

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

Deprecated: Use RemoteProfilerSessionManagerOptions.ProtoReflect.Descriptor instead.

func (*RemoteProfilerSessionManagerOptions) GetDelayMs 

func (x *RemoteProfilerSessionManagerOptions) GetDelayMs() uint64

func (*RemoteProfilerSessionManagerOptions) GetMaxSessionDurationMs 

func (x *RemoteProfilerSessionManagerOptions) GetMaxSessionDurationMs() uint64

func (*RemoteProfilerSessionManagerOptions) GetProfilerOptions 

func (x *RemoteProfilerSessionManagerOptions) GetProfilerOptions() *ProfileOptions

func (*RemoteProfilerSessionManagerOptions) GetServiceAddresses 

func (x *RemoteProfilerSessionManagerOptions) GetServiceAddresses() []string

func (*RemoteProfilerSessionManagerOptions) GetSessionCreationTimestampNs 

func (x *RemoteProfilerSessionManagerOptions) GetSessionCreationTimestampNs() uint64

func (*RemoteProfilerSessionManagerOptions) ProtoMessage 

func (*RemoteProfilerSessionManagerOptions) ProtoMessage()

func (*RemoteProfilerSessionManagerOptions) ProtoReflect 

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

func (*RemoteProfilerSessionManagerOptions) Reset 

func (x *RemoteProfilerSessionManagerOptions) Reset()

func (*RemoteProfilerSessionManagerOptions) String 

func (x *RemoteProfilerSessionManagerOptions) String() string

type Sample 

type Sample struct {
	LocationId []uint64 `protobuf:"varint,1,rep,packed,name=location_id,json=locationId,proto3" json:"location_id,omitempty"`
	Value      []int64  `protobuf:"varint,2,rep,packed,name=value,proto3" json:"value,omitempty"`
	Label      []*Label `protobuf:"bytes,3,rep,name=label,proto3" json:"label,omitempty"`
	// contains filtered or unexported fields
}

func (*Sample) Descriptor deprecated 

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

Deprecated: Use Sample.ProtoReflect.Descriptor instead.

func (*Sample) GetLabel 

func (x *Sample) GetLabel() []*Label

func (*Sample) GetLocationId 

func (x *Sample) GetLocationId() []uint64

func (*Sample) GetValue 

func (x *Sample) GetValue() []int64

func (*Sample) ProtoMessage 

func (*Sample) ProtoMessage()

func (*Sample) ProtoReflect 

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

func (*Sample) Reset 

func (x *Sample) Reset()

func (*Sample) String 

func (x *Sample) String() string

type TFProfTensorProto 

type TFProfTensorProto struct {
	Dtype framework.DataType `protobuf:"varint,1,opt,name=dtype,proto3,enum=tensorflow.DataType" json:"dtype,omitempty"`
	// Flatten tensor in row-major.
	// Only one of the following array is set.
	ValueDouble []float64 `protobuf:"fixed64,2,rep,packed,name=value_double,json=valueDouble,proto3" json:"value_double,omitempty"`
	ValueInt64  []int64   `protobuf:"varint,3,rep,packed,name=value_int64,json=valueInt64,proto3" json:"value_int64,omitempty"`
	ValueStr    []string  `protobuf:"bytes,4,rep,name=value_str,json=valueStr,proto3" json:"value_str,omitempty"`
	// contains filtered or unexported fields
}

func (*TFProfTensorProto) Descriptor deprecated 

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

Deprecated: Use TFProfTensorProto.ProtoReflect.Descriptor instead.

func (*TFProfTensorProto) GetDtype 

func (x *TFProfTensorProto) GetDtype() framework.DataType

func (*TFProfTensorProto) GetValueDouble 

func (x *TFProfTensorProto) GetValueDouble() []float64

func (*TFProfTensorProto) GetValueInt64 

func (x *TFProfTensorProto) GetValueInt64() []int64

func (*TFProfTensorProto) GetValueStr 

func (x *TFProfTensorProto) GetValueStr() []string

func (*TFProfTensorProto) ProtoMessage 

func (*TFProfTensorProto) ProtoMessage()

func (*TFProfTensorProto) ProtoReflect 

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

func (*TFProfTensorProto) Reset 

func (x *TFProfTensorProto) Reset()

func (*TFProfTensorProto) String 

func (x *TFProfTensorProto) String() string

type TerminateRequest 

type TerminateRequest struct {

	// Which session id to terminate.
	SessionId string `protobuf:"bytes,1,opt,name=session_id,json=sessionId,proto3" json:"session_id,omitempty"`
	// contains filtered or unexported fields
}

func (*TerminateRequest) Descriptor deprecated 

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

Deprecated: Use TerminateRequest.ProtoReflect.Descriptor instead.

func (*TerminateRequest) GetSessionId 

func (x *TerminateRequest) GetSessionId() string

func (*TerminateRequest) ProtoMessage 

func (*TerminateRequest) ProtoMessage()

func (*TerminateRequest) ProtoReflect 

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

func (*TerminateRequest) Reset 

func (x *TerminateRequest) Reset()

func (*TerminateRequest) String 

func (x *TerminateRequest) String() string

type TerminateResponse 

type TerminateResponse struct {
	// contains filtered or unexported fields
}

func (*TerminateResponse) Descriptor deprecated 

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

Deprecated: Use TerminateResponse.ProtoReflect.Descriptor instead.

func (*TerminateResponse) ProtoMessage 

func (*TerminateResponse) ProtoMessage()

func (*TerminateResponse) ProtoReflect 

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

func (*TerminateResponse) Reset 

func (x *TerminateResponse) Reset()

func (*TerminateResponse) String 

func (x *TerminateResponse) String() string

type ToolRequestOptions 

type ToolRequestOptions struct {

	// Required formats for the tool, it should be one of "json", "proto", "raw"
	// etc. If not specified (backward compatible), use default format, i.e. most
	// tools use json format.
	OutputFormats string `protobuf:"bytes,2,opt,name=output_formats,json=outputFormats,proto3" json:"output_formats,omitempty"`
	// Whether save the result directly to repository or pass it back to caller.
	// Default to false for backward compatibilities.
	SaveToRepo bool `protobuf:"varint,3,opt,name=save_to_repo,json=saveToRepo,proto3" json:"save_to_repo,omitempty"`
	// contains filtered or unexported fields
}

func (*ToolRequestOptions) Descriptor deprecated 

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

Deprecated: Use ToolRequestOptions.ProtoReflect.Descriptor instead.

func (*ToolRequestOptions) GetOutputFormats 

func (x *ToolRequestOptions) GetOutputFormats() string

func (*ToolRequestOptions) GetSaveToRepo 

func (x *ToolRequestOptions) GetSaveToRepo() bool

func (*ToolRequestOptions) ProtoMessage 

func (*ToolRequestOptions) ProtoMessage()

func (*ToolRequestOptions) ProtoReflect 

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

func (*ToolRequestOptions) Reset 

func (x *ToolRequestOptions) Reset()

func (*ToolRequestOptions) String 

func (x *ToolRequestOptions) String() string

type Tuple 

type Tuple struct {
	Int64Values []int64 `protobuf:"varint,1,rep,packed,name=int64_values,json=int64Values,proto3" json:"int64_values,omitempty"`
	// contains filtered or unexported fields
}

func (*Tuple) Descriptor deprecated 

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

Deprecated: Use Tuple.ProtoReflect.Descriptor instead.

func (*Tuple) GetInt64Values 

func (x *Tuple) GetInt64Values() []int64

func (*Tuple) ProtoMessage 

func (*Tuple) ProtoMessage()

func (*Tuple) ProtoReflect 

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

func (*Tuple) Reset 

func (x *Tuple) Reset()

func (*Tuple) String 

func (x *Tuple) String() string

type UnimplementedProfileAnalysisServer 

type UnimplementedProfileAnalysisServer struct {
}

UnimplementedProfileAnalysisServer must be embedded to have forward compatible implementations.

func (UnimplementedProfileAnalysisServer) EnumSessions 

func (UnimplementedProfileAnalysisServer) EnumSessions(context.Context, *EnumProfileSessionsAndToolsRequest) (*EnumProfileSessionsAndToolsResponse, error)

func (UnimplementedProfileAnalysisServer) GetSessionToolData 

func (UnimplementedProfileAnalysisServer) GetSessionToolData(context.Context, *ProfileSessionDataRequest) (*ProfileSessionDataResponse, error)

func (UnimplementedProfileAnalysisServer) NewSession 

func (UnimplementedProfileAnalysisServer) NewSession(context.Context, *NewProfileSessionRequest) (*NewProfileSessionResponse, error)

type UnimplementedProfilerServiceServer 

type UnimplementedProfilerServiceServer struct {
}

UnimplementedProfilerServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedProfilerServiceServer) Monitor 

func (UnimplementedProfilerServiceServer) Monitor(context.Context, *MonitorRequest) (*MonitorResponse, error)

func (UnimplementedProfilerServiceServer) Profile 

func (UnimplementedProfilerServiceServer) Profile(context.Context, *ProfileRequest) (*ProfileResponse, error)

func (UnimplementedProfilerServiceServer) Terminate 

func (UnimplementedProfilerServiceServer) Terminate(context.Context, *TerminateRequest) (*TerminateResponse, error)

type UnsafeProfileAnalysisServer 

type UnsafeProfileAnalysisServer interface {
	// contains filtered or unexported methods
}

UnsafeProfileAnalysisServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to ProfileAnalysisServer will result in compilation errors.

type UnsafeProfilerServiceServer 

type UnsafeProfilerServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeProfilerServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to ProfilerServiceServer will result in compilation errors.

type ValueType 

type ValueType struct {
	Type int64 `protobuf:"varint,1,opt,name=type,proto3" json:"type,omitempty"`
	Unit int64 `protobuf:"varint,2,opt,name=unit,proto3" json:"unit,omitempty"`
	// contains filtered or unexported fields
}

func (*ValueType) Descriptor deprecated 

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

Deprecated: Use ValueType.ProtoReflect.Descriptor instead.

func (*ValueType) GetType 

func (x *ValueType) GetType() int64

func (*ValueType) GetUnit 

func (x *ValueType) GetUnit() int64

func (*ValueType) ProtoMessage 

func (*ValueType) ProtoMessage()

func (*ValueType) ProtoReflect 

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

func (*ValueType) Reset 

func (x *ValueType) Reset()

func (*ValueType) String 

func (x *ValueType) String() string

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