api

package
v0.1.2-alpha Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Jun 5, 2018 License: Apache-2.0 Imports: 5 Imported by: 0

Documentation

Overview

Package api is a generated protocol buffer package.

It is generated from these files: 

api.proto

It has these top-level messages: 

FeasibleSpace
ParameterConfig
Parameter
MetricsLogSet
Metrics
MetricsLog
SuggestionParameter
EarlyStoppingParameter
Tag
MountConf
StudyOverview
Trial
WorkerConfig
Worker
StudyConfig
CreateStudyRequest
CreateStudyReply
StopStudyRequest
StopStudyReply
GetStudyRequest
GetStudyReply
GetStudyListRequest
GetStudyListReply
CreateTrialRequest
CreateTrialReply
GetTrialsRequest
GetTrialsReply
RunTrialRequest
RunTrialReply
StopWorkersRequest
StopWorkersReply
GetWorkersRequest
GetWorkersReply
GetSuggestionsRequest
GetSuggestionsReply
GetShouldStopWorkersRequest
GetShouldStopWorkersReply
GetMetricsRequest
GetMetricsReply
ModelInfo
DataSetInfo
SaveStudyRequest
SaveStudyReply
SaveModelRequest
SaveModelReply
GetSavedStudiesRequest
GetSavedStudiesReply
GetSavedModelsRequest
GetSavedModelsReply
GetSavedModelRequest
GetSavedModelReply
SetSuggestionParametersRequest
SetSuggestionParametersReply
GetSuggestionParametersRequest
GetSuggestionParametersReply
GetSuggestionParameterListRequest
SuggestionParameterSet
GetSuggestionParameterListReply
StopSuggestionRequest
StopSuggestionReply
SetEarlyStoppingParametersRequest
SetEarlyStoppingParametersReply
GetEarlyStoppingParametersRequest
GetEarlyStoppingParametersReply
GetEarlyStoppingParameterListRequest
EarlyStoppingParameterSet
GetEarlyStoppingParameterListReply

Index

Constants

This section is empty.

Variables

View Source 
var OptimizationType_name = map[int32]string{
	0: "UNKNOWN_OPTIMIZATION",
	1: "MINIMIZE",
	2: "MAXIMIZE",
}
View Source 
var OptimizationType_value = map[string]int32{
	"UNKNOWN_OPTIMIZATION": 0,
	"MINIMIZE":             1,
	"MAXIMIZE":             2,
}
View Source 
var ParameterType_name = map[int32]string{
	0: "UNKNOWN_TYPE",
	1: "DOUBLE",
	2: "INT",
	3: "DISCRETE",
	4: "CATEGORICAL",
}
View Source 
var ParameterType_value = map[string]int32{
	"UNKNOWN_TYPE": 0,
	"DOUBLE":       1,
	"INT":          2,
	"DISCRETE":     3,
	"CATEGORICAL":  4,
}
View Source 
var State_name = map[int32]string{
	0:   "PENDING",
	1:   "RUNNING",
	2:   "COMPLETED",
	3:   "KILLED",
	120: "ERROR",
}
View Source 
var State_value = map[string]int32{
	"PENDING":   0,
	"RUNNING":   1,
	"COMPLETED": 2,
	"KILLED":    3,
	"ERROR":     120,
}

Functions

func RegisterEarlyStoppingServer 

func RegisterEarlyStoppingServer(s *grpc.Server, srv EarlyStoppingServer)

func RegisterManagerServer 

func RegisterManagerServer(s *grpc.Server, srv ManagerServer)

func RegisterSuggestionServer 

func RegisterSuggestionServer(s *grpc.Server, srv SuggestionServer)

Types

type CreateStudyReply 

type CreateStudyReply struct {
	StudyId string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
}

func (*CreateStudyReply) Descriptor 

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

func (*CreateStudyReply) GetStudyId 

func (m *CreateStudyReply) GetStudyId() string

func (*CreateStudyReply) ProtoMessage 

func (*CreateStudyReply) ProtoMessage()

func (*CreateStudyReply) Reset 

func (m *CreateStudyReply) Reset()

func (*CreateStudyReply) String 

func (m *CreateStudyReply) String() string

type CreateStudyRequest 

type CreateStudyRequest struct {
	StudyConfig *StudyConfig `protobuf:"bytes,1,opt,name=study_config,json=studyConfig" json:"study_config,omitempty"`
}

func (*CreateStudyRequest) Descriptor 

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

func (*CreateStudyRequest) GetStudyConfig 

func (m *CreateStudyRequest) GetStudyConfig() *StudyConfig

func (*CreateStudyRequest) ProtoMessage 

func (*CreateStudyRequest) ProtoMessage()

func (*CreateStudyRequest) Reset 

func (m *CreateStudyRequest) Reset()

func (*CreateStudyRequest) String 

func (m *CreateStudyRequest) String() string

type CreateTrialReply 

type CreateTrialReply struct {
	TrialId string `protobuf:"bytes,1,opt,name=trial_id,json=trialId" json:"trial_id,omitempty"`
}

func (*CreateTrialReply) Descriptor 

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

func (*CreateTrialReply) GetTrialId 

func (m *CreateTrialReply) GetTrialId() string

func (*CreateTrialReply) ProtoMessage 

func (*CreateTrialReply) ProtoMessage()

func (*CreateTrialReply) Reset 

func (m *CreateTrialReply) Reset()

func (*CreateTrialReply) String 

func (m *CreateTrialReply) String() string

type CreateTrialRequest 

type CreateTrialRequest struct {
	Trial *Trial `protobuf:"bytes,1,opt,name=trial" json:"trial,omitempty"`
}

func (*CreateTrialRequest) Descriptor 

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

func (*CreateTrialRequest) GetTrial 

func (m *CreateTrialRequest) GetTrial() *Trial

func (*CreateTrialRequest) ProtoMessage 

func (*CreateTrialRequest) ProtoMessage()

func (*CreateTrialRequest) Reset 

func (m *CreateTrialRequest) Reset()

func (*CreateTrialRequest) String 

func (m *CreateTrialRequest) String() string

type DataSetInfo 

type DataSetInfo struct {
	Name string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Path string `protobuf:"bytes,2,opt,name=path" json:"path,omitempty"`
}

func (*DataSetInfo) Descriptor 

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

func (*DataSetInfo) GetName 

func (m *DataSetInfo) GetName() string

func (*DataSetInfo) GetPath 

func (m *DataSetInfo) GetPath() string

func (*DataSetInfo) ProtoMessage 

func (*DataSetInfo) ProtoMessage()

func (*DataSetInfo) Reset 

func (m *DataSetInfo) Reset()

func (*DataSetInfo) String 

func (m *DataSetInfo) String() string

type EarlyStoppingClient 

type EarlyStoppingClient interface {
	GetShouldStopWorkers(ctx context.Context, in *GetShouldStopWorkersRequest, opts ...grpc.CallOption) (*GetShouldStopWorkersReply, error)
}

func NewEarlyStoppingClient 

func NewEarlyStoppingClient(cc *grpc.ClientConn) EarlyStoppingClient

type EarlyStoppingParameter 

type EarlyStoppingParameter struct {
	Name  string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"`
}

func (*EarlyStoppingParameter) Descriptor 

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

func (*EarlyStoppingParameter) GetName 

func (m *EarlyStoppingParameter) GetName() string

func (*EarlyStoppingParameter) GetValue 

func (m *EarlyStoppingParameter) GetValue() string

func (*EarlyStoppingParameter) ProtoMessage 

func (*EarlyStoppingParameter) ProtoMessage()

func (*EarlyStoppingParameter) Reset 

func (m *EarlyStoppingParameter) Reset()

func (*EarlyStoppingParameter) String 

func (m *EarlyStoppingParameter) String() string

type EarlyStoppingParameterSet 

type EarlyStoppingParameterSet struct {
	ParamId                 string                    `protobuf:"bytes,1,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
	EarlyStoppingAlgorithm  string                    `protobuf:"bytes,2,opt,name=early_stopping_algorithm,json=earlyStoppingAlgorithm" json:"early_stopping_algorithm,omitempty"`
	EarlyStoppingParameters []*EarlyStoppingParameter `protobuf:"bytes,3,rep,name=early_stopping_parameters,json=earlyStoppingParameters" json:"early_stopping_parameters,omitempty"`
}

func (*EarlyStoppingParameterSet) Descriptor 

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

func (*EarlyStoppingParameterSet) GetEarlyStoppingAlgorithm 

func (m *EarlyStoppingParameterSet) GetEarlyStoppingAlgorithm() string

func (*EarlyStoppingParameterSet) GetEarlyStoppingParameters 

func (m *EarlyStoppingParameterSet) GetEarlyStoppingParameters() []*EarlyStoppingParameter

func (*EarlyStoppingParameterSet) GetParamId 

func (m *EarlyStoppingParameterSet) GetParamId() string

func (*EarlyStoppingParameterSet) ProtoMessage 

func (*EarlyStoppingParameterSet) ProtoMessage()

func (*EarlyStoppingParameterSet) Reset 

func (m *EarlyStoppingParameterSet) Reset()

func (*EarlyStoppingParameterSet) String 

func (m *EarlyStoppingParameterSet) String() string

type EarlyStoppingServer 

type EarlyStoppingServer interface {
	GetShouldStopWorkers(context.Context, *GetShouldStopWorkersRequest) (*GetShouldStopWorkersReply, error)
}

type FeasibleSpace 

type FeasibleSpace struct {
	Max  string   `protobuf:"bytes,1,opt,name=max" json:"max,omitempty"`
	Min  string   `protobuf:"bytes,2,opt,name=min" json:"min,omitempty"`
	List []string `protobuf:"bytes,3,rep,name=list" json:"list,omitempty"`
}

func (*FeasibleSpace) Descriptor 

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

func (*FeasibleSpace) GetList 

func (m *FeasibleSpace) GetList() []string

func (*FeasibleSpace) GetMax 

func (m *FeasibleSpace) GetMax() string

func (*FeasibleSpace) GetMin 

func (m *FeasibleSpace) GetMin() string

func (*FeasibleSpace) ProtoMessage 

func (*FeasibleSpace) ProtoMessage()

func (*FeasibleSpace) Reset 

func (m *FeasibleSpace) Reset()

func (*FeasibleSpace) String 

func (m *FeasibleSpace) String() string

type GetEarlyStoppingParameterListReply 

type GetEarlyStoppingParameterListReply struct {
	EarlyStoppingParameterSets []*EarlyStoppingParameterSet `` /* 136-byte string literal not displayed */
}

func (*GetEarlyStoppingParameterListReply) Descriptor 

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

func (*GetEarlyStoppingParameterListReply) GetEarlyStoppingParameterSets 

func (m *GetEarlyStoppingParameterListReply) GetEarlyStoppingParameterSets() []*EarlyStoppingParameterSet

func (*GetEarlyStoppingParameterListReply) ProtoMessage 

func (*GetEarlyStoppingParameterListReply) ProtoMessage()

func (*GetEarlyStoppingParameterListReply) Reset 

func (m *GetEarlyStoppingParameterListReply) Reset()

func (*GetEarlyStoppingParameterListReply) String 

func (m *GetEarlyStoppingParameterListReply) String() string

type GetEarlyStoppingParameterListRequest 

type GetEarlyStoppingParameterListRequest struct {
	StudyId string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
}

func (*GetEarlyStoppingParameterListRequest) Descriptor 

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

func (*GetEarlyStoppingParameterListRequest) GetStudyId 

func (m *GetEarlyStoppingParameterListRequest) GetStudyId() string

func (*GetEarlyStoppingParameterListRequest) ProtoMessage 

func (*GetEarlyStoppingParameterListRequest) ProtoMessage()

func (*GetEarlyStoppingParameterListRequest) Reset 

func (m *GetEarlyStoppingParameterListRequest) Reset()

func (*GetEarlyStoppingParameterListRequest) String 

func (m *GetEarlyStoppingParameterListRequest) String() string

type GetEarlyStoppingParametersReply 

type GetEarlyStoppingParametersReply struct {
	EarlyStoppingParameters []*EarlyStoppingParameter `protobuf:"bytes,1,rep,name=early_stopping_parameters,json=earlyStoppingParameters" json:"early_stopping_parameters,omitempty"`
}

func (*GetEarlyStoppingParametersReply) Descriptor 

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

func (*GetEarlyStoppingParametersReply) GetEarlyStoppingParameters 

func (m *GetEarlyStoppingParametersReply) GetEarlyStoppingParameters() []*EarlyStoppingParameter

func (*GetEarlyStoppingParametersReply) ProtoMessage 

func (*GetEarlyStoppingParametersReply) ProtoMessage()

func (*GetEarlyStoppingParametersReply) Reset 

func (m *GetEarlyStoppingParametersReply) Reset()

func (*GetEarlyStoppingParametersReply) String 

func (m *GetEarlyStoppingParametersReply) String() string

type GetEarlyStoppingParametersRequest 

type GetEarlyStoppingParametersRequest struct {
	ParamId string `protobuf:"bytes,1,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
}

func (*GetEarlyStoppingParametersRequest) Descriptor 

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

func (*GetEarlyStoppingParametersRequest) GetParamId 

func (m *GetEarlyStoppingParametersRequest) GetParamId() string

func (*GetEarlyStoppingParametersRequest) ProtoMessage 

func (*GetEarlyStoppingParametersRequest) ProtoMessage()

func (*GetEarlyStoppingParametersRequest) Reset 

func (m *GetEarlyStoppingParametersRequest) Reset()

func (*GetEarlyStoppingParametersRequest) String 

func (m *GetEarlyStoppingParametersRequest) String() string

type GetMetricsReply 

type GetMetricsReply struct {
	MetricsLogSets []*MetricsLogSet `protobuf:"bytes,1,rep,name=metrics_log_sets,json=metricsLogSets" json:"metrics_log_sets,omitempty"`
}

func (*GetMetricsReply) Descriptor 

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

func (*GetMetricsReply) GetMetricsLogSets 

func (m *GetMetricsReply) GetMetricsLogSets() []*MetricsLogSet

func (*GetMetricsReply) ProtoMessage 

func (*GetMetricsReply) ProtoMessage()

func (*GetMetricsReply) Reset 

func (m *GetMetricsReply) Reset()

func (*GetMetricsReply) String 

func (m *GetMetricsReply) String() string

type GetMetricsRequest 

type GetMetricsRequest struct {
	StudyId      string   `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	WorkerIds    []string `protobuf:"bytes,2,rep,name=worker_ids,json=workerIds" json:"worker_ids,omitempty"`
	MetricsNames []string `protobuf:"bytes,3,rep,name=metrics_names,json=metricsNames" json:"metrics_names,omitempty"`
}

func (*GetMetricsRequest) Descriptor 

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

func (*GetMetricsRequest) GetMetricsNames 

func (m *GetMetricsRequest) GetMetricsNames() []string

func (*GetMetricsRequest) GetStudyId 

func (m *GetMetricsRequest) GetStudyId() string

func (*GetMetricsRequest) GetWorkerIds 

func (m *GetMetricsRequest) GetWorkerIds() []string

func (*GetMetricsRequest) ProtoMessage 

func (*GetMetricsRequest) ProtoMessage()

func (*GetMetricsRequest) Reset 

func (m *GetMetricsRequest) Reset()

func (*GetMetricsRequest) String 

func (m *GetMetricsRequest) String() string

type GetSavedModelReply 

type GetSavedModelReply struct {
	Model *ModelInfo `protobuf:"bytes,1,opt,name=model" json:"model,omitempty"`
}

func (*GetSavedModelReply) Descriptor 

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

func (*GetSavedModelReply) GetModel 

func (m *GetSavedModelReply) GetModel() *ModelInfo

func (*GetSavedModelReply) ProtoMessage 

func (*GetSavedModelReply) ProtoMessage()

func (*GetSavedModelReply) Reset 

func (m *GetSavedModelReply) Reset()

func (*GetSavedModelReply) String 

func (m *GetSavedModelReply) String() string

type GetSavedModelRequest 

type GetSavedModelRequest struct {
	StudyName string `protobuf:"bytes,1,opt,name=study_name,json=studyName" json:"study_name,omitempty"`
	WorkerId  string `protobuf:"bytes,2,opt,name=worker_id,json=workerId" json:"worker_id,omitempty"`
}

func (*GetSavedModelRequest) Descriptor 

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

func (*GetSavedModelRequest) GetStudyName 

func (m *GetSavedModelRequest) GetStudyName() string

func (*GetSavedModelRequest) GetWorkerId 

func (m *GetSavedModelRequest) GetWorkerId() string

func (*GetSavedModelRequest) ProtoMessage 

func (*GetSavedModelRequest) ProtoMessage()

func (*GetSavedModelRequest) Reset 

func (m *GetSavedModelRequest) Reset()

func (*GetSavedModelRequest) String 

func (m *GetSavedModelRequest) String() string

type GetSavedModelsReply 

type GetSavedModelsReply struct {
	Models []*ModelInfo `protobuf:"bytes,1,rep,name=models" json:"models,omitempty"`
}

func (*GetSavedModelsReply) Descriptor 

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

func (*GetSavedModelsReply) GetModels 

func (m *GetSavedModelsReply) GetModels() []*ModelInfo

func (*GetSavedModelsReply) ProtoMessage 

func (*GetSavedModelsReply) ProtoMessage()

func (*GetSavedModelsReply) Reset 

func (m *GetSavedModelsReply) Reset()

func (*GetSavedModelsReply) String 

func (m *GetSavedModelsReply) String() string

type GetSavedModelsRequest 

type GetSavedModelsRequest struct {
	StudyName string `protobuf:"bytes,1,opt,name=study_name,json=studyName" json:"study_name,omitempty"`
}

func (*GetSavedModelsRequest) Descriptor 

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

func (*GetSavedModelsRequest) GetStudyName 

func (m *GetSavedModelsRequest) GetStudyName() string

func (*GetSavedModelsRequest) ProtoMessage 

func (*GetSavedModelsRequest) ProtoMessage()

func (*GetSavedModelsRequest) Reset 

func (m *GetSavedModelsRequest) Reset()

func (*GetSavedModelsRequest) String 

func (m *GetSavedModelsRequest) String() string

type GetSavedStudiesReply 

type GetSavedStudiesReply struct {
	Studies []*StudyOverview `protobuf:"bytes,1,rep,name=studies" json:"studies,omitempty"`
}

func (*GetSavedStudiesReply) Descriptor 

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

func (*GetSavedStudiesReply) GetStudies 

func (m *GetSavedStudiesReply) GetStudies() []*StudyOverview

func (*GetSavedStudiesReply) ProtoMessage 

func (*GetSavedStudiesReply) ProtoMessage()

func (*GetSavedStudiesReply) Reset 

func (m *GetSavedStudiesReply) Reset()

func (*GetSavedStudiesReply) String 

func (m *GetSavedStudiesReply) String() string

type GetSavedStudiesRequest 

type GetSavedStudiesRequest struct {
}

func (*GetSavedStudiesRequest) Descriptor 

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

func (*GetSavedStudiesRequest) ProtoMessage 

func (*GetSavedStudiesRequest) ProtoMessage()

func (*GetSavedStudiesRequest) Reset 

func (m *GetSavedStudiesRequest) Reset()

func (*GetSavedStudiesRequest) String 

func (m *GetSavedStudiesRequest) String() string

type GetShouldStopWorkersReply 

type GetShouldStopWorkersReply struct {
	ShouldStopWorkerIds []string `protobuf:"bytes,1,rep,name=should_stop_worker_ids,json=shouldStopWorkerIds" json:"should_stop_worker_ids,omitempty"`
}

func (*GetShouldStopWorkersReply) Descriptor 

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

func (*GetShouldStopWorkersReply) GetShouldStopWorkerIds 

func (m *GetShouldStopWorkersReply) GetShouldStopWorkerIds() []string

func (*GetShouldStopWorkersReply) ProtoMessage 

func (*GetShouldStopWorkersReply) ProtoMessage()

func (*GetShouldStopWorkersReply) Reset 

func (m *GetShouldStopWorkersReply) Reset()

func (*GetShouldStopWorkersReply) String 

func (m *GetShouldStopWorkersReply) String() string

type GetShouldStopWorkersRequest 

type GetShouldStopWorkersRequest struct {
	StudyId                string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	EarlyStoppingAlgorithm string `protobuf:"bytes,2,opt,name=early_stopping_algorithm,json=earlyStoppingAlgorithm" json:"early_stopping_algorithm,omitempty"`
	ParamId                string `protobuf:"bytes,5,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
}

func (*GetShouldStopWorkersRequest) Descriptor 

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

func (*GetShouldStopWorkersRequest) GetEarlyStoppingAlgorithm 

func (m *GetShouldStopWorkersRequest) GetEarlyStoppingAlgorithm() string

func (*GetShouldStopWorkersRequest) GetParamId 

func (m *GetShouldStopWorkersRequest) GetParamId() string

func (*GetShouldStopWorkersRequest) GetStudyId 

func (m *GetShouldStopWorkersRequest) GetStudyId() string

func (*GetShouldStopWorkersRequest) ProtoMessage 

func (*GetShouldStopWorkersRequest) ProtoMessage()

func (*GetShouldStopWorkersRequest) Reset 

func (m *GetShouldStopWorkersRequest) Reset()

func (*GetShouldStopWorkersRequest) String 

func (m *GetShouldStopWorkersRequest) String() string

type GetStudyListReply 

type GetStudyListReply struct {
	StudyOverviews []*StudyOverview `protobuf:"bytes,1,rep,name=study_overviews,json=studyOverviews" json:"study_overviews,omitempty"`
}

func (*GetStudyListReply) Descriptor 

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

func (*GetStudyListReply) GetStudyOverviews 

func (m *GetStudyListReply) GetStudyOverviews() []*StudyOverview

func (*GetStudyListReply) ProtoMessage 

func (*GetStudyListReply) ProtoMessage()

func (*GetStudyListReply) Reset 

func (m *GetStudyListReply) Reset()

func (*GetStudyListReply) String 

func (m *GetStudyListReply) String() string

type GetStudyListRequest 

type GetStudyListRequest struct {
}

func (*GetStudyListRequest) Descriptor 

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

func (*GetStudyListRequest) ProtoMessage 

func (*GetStudyListRequest) ProtoMessage()

func (*GetStudyListRequest) Reset 

func (m *GetStudyListRequest) Reset()

func (*GetStudyListRequest) String 

func (m *GetStudyListRequest) String() string

type GetStudyReply 

type GetStudyReply struct {
	StudyConfig *StudyConfig `protobuf:"bytes,1,opt,name=study_config,json=studyConfig" json:"study_config,omitempty"`
}

func (*GetStudyReply) Descriptor 

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

func (*GetStudyReply) GetStudyConfig 

func (m *GetStudyReply) GetStudyConfig() *StudyConfig

func (*GetStudyReply) ProtoMessage 

func (*GetStudyReply) ProtoMessage()

func (*GetStudyReply) Reset 

func (m *GetStudyReply) Reset()

func (*GetStudyReply) String 

func (m *GetStudyReply) String() string

type GetStudyRequest 

type GetStudyRequest struct {
	StudyId string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
}

func (*GetStudyRequest) Descriptor 

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

func (*GetStudyRequest) GetStudyId 

func (m *GetStudyRequest) GetStudyId() string

func (*GetStudyRequest) ProtoMessage 

func (*GetStudyRequest) ProtoMessage()

func (*GetStudyRequest) Reset 

func (m *GetStudyRequest) Reset()

func (*GetStudyRequest) String 

func (m *GetStudyRequest) String() string

type GetSuggestionParameterListReply 

type GetSuggestionParameterListReply struct {
	SuggestionParameterSets []*SuggestionParameterSet `protobuf:"bytes,1,rep,name=suggestion_parameter_sets,json=suggestionParameterSets" json:"suggestion_parameter_sets,omitempty"`
}

func (*GetSuggestionParameterListReply) Descriptor 

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

func (*GetSuggestionParameterListReply) GetSuggestionParameterSets 

func (m *GetSuggestionParameterListReply) GetSuggestionParameterSets() []*SuggestionParameterSet

func (*GetSuggestionParameterListReply) ProtoMessage 

func (*GetSuggestionParameterListReply) ProtoMessage()

func (*GetSuggestionParameterListReply) Reset 

func (m *GetSuggestionParameterListReply) Reset()

func (*GetSuggestionParameterListReply) String 

func (m *GetSuggestionParameterListReply) String() string

type GetSuggestionParameterListRequest 

type GetSuggestionParameterListRequest struct {
	StudyId string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
}

func (*GetSuggestionParameterListRequest) Descriptor 

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

func (*GetSuggestionParameterListRequest) GetStudyId 

func (m *GetSuggestionParameterListRequest) GetStudyId() string

func (*GetSuggestionParameterListRequest) ProtoMessage 

func (*GetSuggestionParameterListRequest) ProtoMessage()

func (*GetSuggestionParameterListRequest) Reset 

func (m *GetSuggestionParameterListRequest) Reset()

func (*GetSuggestionParameterListRequest) String 

func (m *GetSuggestionParameterListRequest) String() string

type GetSuggestionParametersReply 

type GetSuggestionParametersReply struct {
	SuggestionParameters []*SuggestionParameter `protobuf:"bytes,1,rep,name=suggestion_parameters,json=suggestionParameters" json:"suggestion_parameters,omitempty"`
}

func (*GetSuggestionParametersReply) Descriptor 

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

func (*GetSuggestionParametersReply) GetSuggestionParameters 

func (m *GetSuggestionParametersReply) GetSuggestionParameters() []*SuggestionParameter

func (*GetSuggestionParametersReply) ProtoMessage 

func (*GetSuggestionParametersReply) ProtoMessage()

func (*GetSuggestionParametersReply) Reset 

func (m *GetSuggestionParametersReply) Reset()

func (*GetSuggestionParametersReply) String 

func (m *GetSuggestionParametersReply) String() string

type GetSuggestionParametersRequest 

type GetSuggestionParametersRequest struct {
	ParamId string `protobuf:"bytes,1,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
}

func (*GetSuggestionParametersRequest) Descriptor 

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

func (*GetSuggestionParametersRequest) GetParamId 

func (m *GetSuggestionParametersRequest) GetParamId() string

func (*GetSuggestionParametersRequest) ProtoMessage 

func (*GetSuggestionParametersRequest) ProtoMessage()

func (*GetSuggestionParametersRequest) Reset 

func (m *GetSuggestionParametersRequest) Reset()

func (*GetSuggestionParametersRequest) String 

func (m *GetSuggestionParametersRequest) String() string

type GetSuggestionsReply 

type GetSuggestionsReply struct {
	Trials []*Trial `protobuf:"bytes,1,rep,name=trials" json:"trials,omitempty"`
}

func (*GetSuggestionsReply) Descriptor 

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

func (*GetSuggestionsReply) GetTrials 

func (m *GetSuggestionsReply) GetTrials() []*Trial

func (*GetSuggestionsReply) ProtoMessage 

func (*GetSuggestionsReply) ProtoMessage()

func (*GetSuggestionsReply) Reset 

func (m *GetSuggestionsReply) Reset()

func (*GetSuggestionsReply) String 

func (m *GetSuggestionsReply) String() string

type GetSuggestionsRequest 

type GetSuggestionsRequest struct {
	StudyId             string   `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	SuggestionAlgorithm string   `protobuf:"bytes,2,opt,name=suggestion_algorithm,json=suggestionAlgorithm" json:"suggestion_algorithm,omitempty"`
	RequestNumber       int32    `protobuf:"varint,3,opt,name=request_number,json=requestNumber" json:"request_number,omitempty"`
	LogWorkerIds        []string `protobuf:"bytes,4,rep,name=log_worker_ids,json=logWorkerIds" json:"log_worker_ids,omitempty"`
	ParamId             string   `protobuf:"bytes,5,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
}

func (*GetSuggestionsRequest) Descriptor 

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

func (*GetSuggestionsRequest) GetLogWorkerIds 

func (m *GetSuggestionsRequest) GetLogWorkerIds() []string

func (*GetSuggestionsRequest) GetParamId 

func (m *GetSuggestionsRequest) GetParamId() string

func (*GetSuggestionsRequest) GetRequestNumber 

func (m *GetSuggestionsRequest) GetRequestNumber() int32

func (*GetSuggestionsRequest) GetStudyId 

func (m *GetSuggestionsRequest) GetStudyId() string

func (*GetSuggestionsRequest) GetSuggestionAlgorithm 

func (m *GetSuggestionsRequest) GetSuggestionAlgorithm() string

func (*GetSuggestionsRequest) ProtoMessage 

func (*GetSuggestionsRequest) ProtoMessage()

func (*GetSuggestionsRequest) Reset 

func (m *GetSuggestionsRequest) Reset()

func (*GetSuggestionsRequest) String 

func (m *GetSuggestionsRequest) String() string

type GetTrialsReply 

type GetTrialsReply struct {
	Trials []*Trial `protobuf:"bytes,1,rep,name=trials" json:"trials,omitempty"`
}

func (*GetTrialsReply) Descriptor 

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

func (*GetTrialsReply) GetTrials 

func (m *GetTrialsReply) GetTrials() []*Trial

func (*GetTrialsReply) ProtoMessage 

func (*GetTrialsReply) ProtoMessage()

func (*GetTrialsReply) Reset 

func (m *GetTrialsReply) Reset()

func (*GetTrialsReply) String 

func (m *GetTrialsReply) String() string

type GetTrialsRequest 

type GetTrialsRequest struct {
	StudyId string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
}

func (*GetTrialsRequest) Descriptor 

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

func (*GetTrialsRequest) GetStudyId 

func (m *GetTrialsRequest) GetStudyId() string

func (*GetTrialsRequest) ProtoMessage 

func (*GetTrialsRequest) ProtoMessage()

func (*GetTrialsRequest) Reset 

func (m *GetTrialsRequest) Reset()

func (*GetTrialsRequest) String 

func (m *GetTrialsRequest) String() string

type GetWorkersReply 

type GetWorkersReply struct {
	Workers []*Worker `protobuf:"bytes,1,rep,name=workers" json:"workers,omitempty"`
}

func (*GetWorkersReply) Descriptor 

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

func (*GetWorkersReply) GetWorkers 

func (m *GetWorkersReply) GetWorkers() []*Worker

func (*GetWorkersReply) ProtoMessage 

func (*GetWorkersReply) ProtoMessage()

func (*GetWorkersReply) Reset 

func (m *GetWorkersReply) Reset()

func (*GetWorkersReply) String 

func (m *GetWorkersReply) String() string

type GetWorkersRequest 

type GetWorkersRequest struct {
	StudyId  string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	TrialId  string `protobuf:"bytes,2,opt,name=trial_id,json=trialId" json:"trial_id,omitempty"`
	WorkerId string `protobuf:"bytes,3,opt,name=worker_id,json=workerId" json:"worker_id,omitempty"`
}

func (*GetWorkersRequest) Descriptor 

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

func (*GetWorkersRequest) GetStudyId 

func (m *GetWorkersRequest) GetStudyId() string

func (*GetWorkersRequest) GetTrialId 

func (m *GetWorkersRequest) GetTrialId() string

func (*GetWorkersRequest) GetWorkerId 

func (m *GetWorkersRequest) GetWorkerId() string

func (*GetWorkersRequest) ProtoMessage 

func (*GetWorkersRequest) ProtoMessage()

func (*GetWorkersRequest) Reset 

func (m *GetWorkersRequest) Reset()

func (*GetWorkersRequest) String 

func (m *GetWorkersRequest) String() string

type ManagerClient 

type ManagerClient interface {
	CreateStudy(ctx context.Context, in *CreateStudyRequest, opts ...grpc.CallOption) (*CreateStudyReply, error)
	StopStudy(ctx context.Context, in *StopStudyRequest, opts ...grpc.CallOption) (*StopStudyReply, error)
	GetStudy(ctx context.Context, in *GetStudyRequest, opts ...grpc.CallOption) (*GetStudyReply, error)
	GetStudyList(ctx context.Context, in *GetStudyListRequest, opts ...grpc.CallOption) (*GetStudyListReply, error)
	CreateTrial(ctx context.Context, in *CreateTrialRequest, opts ...grpc.CallOption) (*CreateTrialReply, error)
	GetTrials(ctx context.Context, in *GetTrialsRequest, opts ...grpc.CallOption) (*GetTrialsReply, error)
	RunTrial(ctx context.Context, in *RunTrialRequest, opts ...grpc.CallOption) (*RunTrialReply, error)
	StopWorkers(ctx context.Context, in *StopWorkersRequest, opts ...grpc.CallOption) (*StopWorkersReply, error)
	GetWorkers(ctx context.Context, in *GetWorkersRequest, opts ...grpc.CallOption) (*GetWorkersReply, error)
	GetSuggestions(ctx context.Context, in *GetSuggestionsRequest, opts ...grpc.CallOption) (*GetSuggestionsReply, error)
	GetShouldStopWorkers(ctx context.Context, in *GetShouldStopWorkersRequest, opts ...grpc.CallOption) (*GetShouldStopWorkersReply, error)
	GetMetrics(ctx context.Context, in *GetMetricsRequest, opts ...grpc.CallOption) (*GetMetricsReply, error)
	SetSuggestionParameters(ctx context.Context, in *SetSuggestionParametersRequest, opts ...grpc.CallOption) (*SetSuggestionParametersReply, error)
	GetSuggestionParameters(ctx context.Context, in *GetSuggestionParametersRequest, opts ...grpc.CallOption) (*GetSuggestionParametersReply, error)
	GetSuggestionParameterList(ctx context.Context, in *GetSuggestionParameterListRequest, opts ...grpc.CallOption) (*GetSuggestionParameterListReply, error)
	SetEarlyStoppingParameters(ctx context.Context, in *SetEarlyStoppingParametersRequest, opts ...grpc.CallOption) (*SetEarlyStoppingParametersReply, error)
	GetEarlyStoppingParameters(ctx context.Context, in *GetEarlyStoppingParametersRequest, opts ...grpc.CallOption) (*GetEarlyStoppingParametersReply, error)
	GetEarlyStoppingParameterList(ctx context.Context, in *GetEarlyStoppingParameterListRequest, opts ...grpc.CallOption) (*GetEarlyStoppingParameterListReply, error)
	SaveStudy(ctx context.Context, in *SaveStudyRequest, opts ...grpc.CallOption) (*SaveStudyReply, error)
	SaveModel(ctx context.Context, in *SaveModelRequest, opts ...grpc.CallOption) (*SaveModelReply, error)
	GetSavedStudies(ctx context.Context, in *GetSavedStudiesRequest, opts ...grpc.CallOption) (*GetSavedStudiesReply, error)
	GetSavedModels(ctx context.Context, in *GetSavedModelsRequest, opts ...grpc.CallOption) (*GetSavedModelsReply, error)
}

func NewManagerClient 

func NewManagerClient(cc *grpc.ClientConn) ManagerClient

type ManagerServer 

type ManagerServer interface {
	CreateStudy(context.Context, *CreateStudyRequest) (*CreateStudyReply, error)
	StopStudy(context.Context, *StopStudyRequest) (*StopStudyReply, error)
	GetStudy(context.Context, *GetStudyRequest) (*GetStudyReply, error)
	GetStudyList(context.Context, *GetStudyListRequest) (*GetStudyListReply, error)
	CreateTrial(context.Context, *CreateTrialRequest) (*CreateTrialReply, error)
	GetTrials(context.Context, *GetTrialsRequest) (*GetTrialsReply, error)
	RunTrial(context.Context, *RunTrialRequest) (*RunTrialReply, error)
	StopWorkers(context.Context, *StopWorkersRequest) (*StopWorkersReply, error)
	GetWorkers(context.Context, *GetWorkersRequest) (*GetWorkersReply, error)
	GetSuggestions(context.Context, *GetSuggestionsRequest) (*GetSuggestionsReply, error)
	GetShouldStopWorkers(context.Context, *GetShouldStopWorkersRequest) (*GetShouldStopWorkersReply, error)
	GetMetrics(context.Context, *GetMetricsRequest) (*GetMetricsReply, error)
	SetSuggestionParameters(context.Context, *SetSuggestionParametersRequest) (*SetSuggestionParametersReply, error)
	GetSuggestionParameters(context.Context, *GetSuggestionParametersRequest) (*GetSuggestionParametersReply, error)
	GetSuggestionParameterList(context.Context, *GetSuggestionParameterListRequest) (*GetSuggestionParameterListReply, error)
	SetEarlyStoppingParameters(context.Context, *SetEarlyStoppingParametersRequest) (*SetEarlyStoppingParametersReply, error)
	GetEarlyStoppingParameters(context.Context, *GetEarlyStoppingParametersRequest) (*GetEarlyStoppingParametersReply, error)
	GetEarlyStoppingParameterList(context.Context, *GetEarlyStoppingParameterListRequest) (*GetEarlyStoppingParameterListReply, error)
	SaveStudy(context.Context, *SaveStudyRequest) (*SaveStudyReply, error)
	SaveModel(context.Context, *SaveModelRequest) (*SaveModelReply, error)
	GetSavedStudies(context.Context, *GetSavedStudiesRequest) (*GetSavedStudiesReply, error)
	GetSavedModels(context.Context, *GetSavedModelsRequest) (*GetSavedModelsReply, error)
}

type Metrics 

type Metrics struct {
	Name  string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"`
}

func (*Metrics) Descriptor 

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

func (*Metrics) GetName 

func (m *Metrics) GetName() string

func (*Metrics) GetValue 

func (m *Metrics) GetValue() string

func (*Metrics) ProtoMessage 

func (*Metrics) ProtoMessage()

func (*Metrics) Reset 

func (m *Metrics) Reset()

func (*Metrics) String 

func (m *Metrics) String() string

type MetricsLog 

type MetricsLog struct {
	Name   string   `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Values []string `protobuf:"bytes,2,rep,name=values" json:"values,omitempty"`
}

func (*MetricsLog) Descriptor 

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

func (*MetricsLog) GetName 

func (m *MetricsLog) GetName() string

func (*MetricsLog) GetValues 

func (m *MetricsLog) GetValues() []string

func (*MetricsLog) ProtoMessage 

func (*MetricsLog) ProtoMessage()

func (*MetricsLog) Reset 

func (m *MetricsLog) Reset()

func (*MetricsLog) String 

func (m *MetricsLog) String() string

type MetricsLogSet 

type MetricsLogSet struct {
	WorkerId    string        `protobuf:"bytes,1,opt,name=worker_id,json=workerId" json:"worker_id,omitempty"`
	MetricsLogs []*MetricsLog `protobuf:"bytes,2,rep,name=metrics_logs,json=metricsLogs" json:"metrics_logs,omitempty"`
}

func (*MetricsLogSet) Descriptor 

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

func (*MetricsLogSet) GetMetricsLogs 

func (m *MetricsLogSet) GetMetricsLogs() []*MetricsLog

func (*MetricsLogSet) GetWorkerId 

func (m *MetricsLogSet) GetWorkerId() string

func (*MetricsLogSet) ProtoMessage 

func (*MetricsLogSet) ProtoMessage()

func (*MetricsLogSet) Reset 

func (m *MetricsLogSet) Reset()

func (*MetricsLogSet) String 

func (m *MetricsLogSet) String() string

type ModelInfo 

type ModelInfo struct {
	StudyName  string       `protobuf:"bytes,1,opt,name=study_name,json=studyName" json:"study_name,omitempty"`
	WorkerId   string       `protobuf:"bytes,2,opt,name=worker_id,json=workerId" json:"worker_id,omitempty"`
	Parameters []*Parameter `protobuf:"bytes,3,rep,name=parameters" json:"parameters,omitempty"`
	Metrics    []*Metrics   `protobuf:"bytes,4,rep,name=metrics" json:"metrics,omitempty"`
	ModelPath  string       `protobuf:"bytes,5,opt,name=model_path,json=modelPath" json:"model_path,omitempty"`
}

func (*ModelInfo) Descriptor 

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

func (*ModelInfo) GetMetrics 

func (m *ModelInfo) GetMetrics() []*Metrics

func (*ModelInfo) GetModelPath 

func (m *ModelInfo) GetModelPath() string

func (*ModelInfo) GetParameters 

func (m *ModelInfo) GetParameters() []*Parameter

func (*ModelInfo) GetStudyName 

func (m *ModelInfo) GetStudyName() string

func (*ModelInfo) GetWorkerId 

func (m *ModelInfo) GetWorkerId() string

func (*ModelInfo) ProtoMessage 

func (*ModelInfo) ProtoMessage()

func (*ModelInfo) Reset 

func (m *ModelInfo) Reset()

func (*ModelInfo) String 

func (m *ModelInfo) String() string

type MountConf 

type MountConf struct {
	Pvc  string `protobuf:"bytes,1,opt,name=pvc" json:"pvc,omitempty"`
	Path string `protobuf:"bytes,2,opt,name=path" json:"path,omitempty"`
}

func (*MountConf) Descriptor 

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

func (*MountConf) GetPath 

func (m *MountConf) GetPath() string

func (*MountConf) GetPvc 

func (m *MountConf) GetPvc() string

func (*MountConf) ProtoMessage 

func (*MountConf) ProtoMessage()

func (*MountConf) Reset 

func (m *MountConf) Reset()

func (*MountConf) String 

func (m *MountConf) String() string

type OptimizationType 

type OptimizationType int32
const (
	// Not used
	OptimizationType_UNKNOWN_OPTIMIZATION OptimizationType = 0
	OptimizationType_MINIMIZE             OptimizationType = 1
	OptimizationType_MAXIMIZE             OptimizationType = 2
)

func (OptimizationType) EnumDescriptor 

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

func (OptimizationType) String 

func (x OptimizationType) String() string

type Parameter 

type Parameter struct {
	Name          string        `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	ParameterType ParameterType `protobuf:"varint,2,opt,name=parameter_type,json=parameterType,enum=api.ParameterType" json:"parameter_type,omitempty"`
	Value         string        `protobuf:"bytes,3,opt,name=value" json:"value,omitempty"`
}

func (*Parameter) Descriptor 

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

func (*Parameter) GetName 

func (m *Parameter) GetName() string

func (*Parameter) GetParameterType 

func (m *Parameter) GetParameterType() ParameterType

func (*Parameter) GetValue 

func (m *Parameter) GetValue() string

func (*Parameter) ProtoMessage 

func (*Parameter) ProtoMessage()

func (*Parameter) Reset 

func (m *Parameter) Reset()

func (*Parameter) String 

func (m *Parameter) String() string

type ParameterConfig 

type ParameterConfig struct {
	Name          string        `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	ParameterType ParameterType `protobuf:"varint,2,opt,name=parameter_type,json=parameterType,enum=api.ParameterType" json:"parameter_type,omitempty"`
	// The following values defines a feasible parameter space.
	Feasible *FeasibleSpace `protobuf:"bytes,3,opt,name=feasible" json:"feasible,omitempty"`
}

func (*ParameterConfig) Descriptor 

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

func (*ParameterConfig) GetFeasible 

func (m *ParameterConfig) GetFeasible() *FeasibleSpace

func (*ParameterConfig) GetName 

func (m *ParameterConfig) GetName() string

func (*ParameterConfig) GetParameterType 

func (m *ParameterConfig) GetParameterType() ParameterType

func (*ParameterConfig) ProtoMessage 

func (*ParameterConfig) ProtoMessage()

func (*ParameterConfig) Reset 

func (m *ParameterConfig) Reset()

func (*ParameterConfig) String 

func (m *ParameterConfig) String() string

type ParameterType 

type ParameterType int32
const (
	// Not used
	ParameterType_UNKNOWN_TYPE ParameterType = 0
	ParameterType_DOUBLE       ParameterType = 1
	ParameterType_INT          ParameterType = 2
	ParameterType_DISCRETE     ParameterType = 3
	ParameterType_CATEGORICAL  ParameterType = 4
)

func (ParameterType) EnumDescriptor 

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

func (ParameterType) String 

func (x ParameterType) String() string

type RunTrialReply 

type RunTrialReply struct {
	WorkerId string `protobuf:"bytes,1,opt,name=worker_id,json=workerId" json:"worker_id,omitempty"`
}

func (*RunTrialReply) Descriptor 

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

func (*RunTrialReply) GetWorkerId 

func (m *RunTrialReply) GetWorkerId() string

func (*RunTrialReply) ProtoMessage 

func (*RunTrialReply) ProtoMessage()

func (*RunTrialReply) Reset 

func (m *RunTrialReply) Reset()

func (*RunTrialReply) String 

func (m *RunTrialReply) String() string

type RunTrialRequest 

type RunTrialRequest struct {
	StudyId      string        `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	TrialId      string        `protobuf:"bytes,2,opt,name=trial_id,json=trialId" json:"trial_id,omitempty"`
	Runtime      string        `protobuf:"bytes,3,opt,name=runtime" json:"runtime,omitempty"`
	WorkerConfig *WorkerConfig `protobuf:"bytes,4,opt,name=worker_config,json=workerConfig" json:"worker_config,omitempty"`
}

func (*RunTrialRequest) Descriptor 

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

func (*RunTrialRequest) GetRuntime 

func (m *RunTrialRequest) GetRuntime() string

func (*RunTrialRequest) GetStudyId 

func (m *RunTrialRequest) GetStudyId() string

func (*RunTrialRequest) GetTrialId 

func (m *RunTrialRequest) GetTrialId() string

func (*RunTrialRequest) GetWorkerConfig 

func (m *RunTrialRequest) GetWorkerConfig() *WorkerConfig

func (*RunTrialRequest) ProtoMessage 

func (*RunTrialRequest) ProtoMessage()

func (*RunTrialRequest) Reset 

func (m *RunTrialRequest) Reset()

func (*RunTrialRequest) String 

func (m *RunTrialRequest) String() string

type SaveModelReply 

type SaveModelReply struct {
}

func (*SaveModelReply) Descriptor 

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

func (*SaveModelReply) ProtoMessage 

func (*SaveModelReply) ProtoMessage()

func (*SaveModelReply) Reset 

func (m *SaveModelReply) Reset()

func (*SaveModelReply) String 

func (m *SaveModelReply) String() string

type SaveModelRequest 

type SaveModelRequest struct {
	Model       *ModelInfo   `protobuf:"bytes,1,opt,name=model" json:"model,omitempty"`
	DataSet     *DataSetInfo `protobuf:"bytes,2,opt,name=data_set,json=dataSet" json:"data_set,omitempty"`
	TensorBoard bool         `protobuf:"varint,3,opt,name=tensor_board,json=tensorBoard" json:"tensor_board,omitempty"`
}

func (*SaveModelRequest) Descriptor 

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

func (*SaveModelRequest) GetDataSet 

func (m *SaveModelRequest) GetDataSet() *DataSetInfo

func (*SaveModelRequest) GetModel 

func (m *SaveModelRequest) GetModel() *ModelInfo

func (*SaveModelRequest) GetTensorBoard 

func (m *SaveModelRequest) GetTensorBoard() bool

func (*SaveModelRequest) ProtoMessage 

func (*SaveModelRequest) ProtoMessage()

func (*SaveModelRequest) Reset 

func (m *SaveModelRequest) Reset()

func (*SaveModelRequest) String 

func (m *SaveModelRequest) String() string

type SaveStudyReply 

type SaveStudyReply struct {
}

func (*SaveStudyReply) Descriptor 

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

func (*SaveStudyReply) ProtoMessage 

func (*SaveStudyReply) ProtoMessage()

func (*SaveStudyReply) Reset 

func (m *SaveStudyReply) Reset()

func (*SaveStudyReply) String 

func (m *SaveStudyReply) String() string

type SaveStudyRequest 

type SaveStudyRequest struct {
	StudyName   string `protobuf:"bytes,1,opt,name=study_name,json=studyName" json:"study_name,omitempty"`
	Owner       string `protobuf:"bytes,2,opt,name=owner" json:"owner,omitempty"`
	Description string `protobuf:"bytes,3,opt,name=description" json:"description,omitempty"`
}

func (*SaveStudyRequest) Descriptor 

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

func (*SaveStudyRequest) GetDescription 

func (m *SaveStudyRequest) GetDescription() string

func (*SaveStudyRequest) GetOwner 

func (m *SaveStudyRequest) GetOwner() string

func (*SaveStudyRequest) GetStudyName 

func (m *SaveStudyRequest) GetStudyName() string

func (*SaveStudyRequest) ProtoMessage 

func (*SaveStudyRequest) ProtoMessage()

func (*SaveStudyRequest) Reset 

func (m *SaveStudyRequest) Reset()

func (*SaveStudyRequest) String 

func (m *SaveStudyRequest) String() string

type SetEarlyStoppingParametersReply 

type SetEarlyStoppingParametersReply struct {
	ParamId string `protobuf:"bytes,1,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
}

func (*SetEarlyStoppingParametersReply) Descriptor 

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

func (*SetEarlyStoppingParametersReply) GetParamId 

func (m *SetEarlyStoppingParametersReply) GetParamId() string

func (*SetEarlyStoppingParametersReply) ProtoMessage 

func (*SetEarlyStoppingParametersReply) ProtoMessage()

func (*SetEarlyStoppingParametersReply) Reset 

func (m *SetEarlyStoppingParametersReply) Reset()

func (*SetEarlyStoppingParametersReply) String 

func (m *SetEarlyStoppingParametersReply) String() string

type SetEarlyStoppingParametersRequest 

type SetEarlyStoppingParametersRequest struct {
	StudyId                 string                    `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	EarlyStoppingAlgorithm  string                    `protobuf:"bytes,2,opt,name=early_stopping_algorithm,json=earlyStoppingAlgorithm" json:"early_stopping_algorithm,omitempty"`
	ParamId                 string                    `protobuf:"bytes,3,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
	EarlyStoppingParameters []*EarlyStoppingParameter `protobuf:"bytes,4,rep,name=early_stopping_parameters,json=earlyStoppingParameters" json:"early_stopping_parameters,omitempty"`
}

func (*SetEarlyStoppingParametersRequest) Descriptor 

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

func (*SetEarlyStoppingParametersRequest) GetEarlyStoppingAlgorithm 

func (m *SetEarlyStoppingParametersRequest) GetEarlyStoppingAlgorithm() string

func (*SetEarlyStoppingParametersRequest) GetEarlyStoppingParameters 

func (m *SetEarlyStoppingParametersRequest) GetEarlyStoppingParameters() []*EarlyStoppingParameter

func (*SetEarlyStoppingParametersRequest) GetParamId 

func (m *SetEarlyStoppingParametersRequest) GetParamId() string

func (*SetEarlyStoppingParametersRequest) GetStudyId 

func (m *SetEarlyStoppingParametersRequest) GetStudyId() string

func (*SetEarlyStoppingParametersRequest) ProtoMessage 

func (*SetEarlyStoppingParametersRequest) ProtoMessage()

func (*SetEarlyStoppingParametersRequest) Reset 

func (m *SetEarlyStoppingParametersRequest) Reset()

func (*SetEarlyStoppingParametersRequest) String 

func (m *SetEarlyStoppingParametersRequest) String() string

type SetSuggestionParametersReply 

type SetSuggestionParametersReply struct {
	ParamId string `protobuf:"bytes,1,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
}

func (*SetSuggestionParametersReply) Descriptor 

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

func (*SetSuggestionParametersReply) GetParamId 

func (m *SetSuggestionParametersReply) GetParamId() string

func (*SetSuggestionParametersReply) ProtoMessage 

func (*SetSuggestionParametersReply) ProtoMessage()

func (*SetSuggestionParametersReply) Reset 

func (m *SetSuggestionParametersReply) Reset()

func (*SetSuggestionParametersReply) String 

func (m *SetSuggestionParametersReply) String() string

type SetSuggestionParametersRequest 

type SetSuggestionParametersRequest struct {
	StudyId              string                 `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	SuggestionAlgorithm  string                 `protobuf:"bytes,2,opt,name=suggestion_algorithm,json=suggestionAlgorithm" json:"suggestion_algorithm,omitempty"`
	ParamId              string                 `protobuf:"bytes,3,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
	SuggestionParameters []*SuggestionParameter `protobuf:"bytes,4,rep,name=suggestion_parameters,json=suggestionParameters" json:"suggestion_parameters,omitempty"`
}

func (*SetSuggestionParametersRequest) Descriptor 

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

func (*SetSuggestionParametersRequest) GetParamId 

func (m *SetSuggestionParametersRequest) GetParamId() string

func (*SetSuggestionParametersRequest) GetStudyId 

func (m *SetSuggestionParametersRequest) GetStudyId() string

func (*SetSuggestionParametersRequest) GetSuggestionAlgorithm 

func (m *SetSuggestionParametersRequest) GetSuggestionAlgorithm() string

func (*SetSuggestionParametersRequest) GetSuggestionParameters 

func (m *SetSuggestionParametersRequest) GetSuggestionParameters() []*SuggestionParameter

func (*SetSuggestionParametersRequest) ProtoMessage 

func (*SetSuggestionParametersRequest) ProtoMessage()

func (*SetSuggestionParametersRequest) Reset 

func (m *SetSuggestionParametersRequest) Reset()

func (*SetSuggestionParametersRequest) String 

func (m *SetSuggestionParametersRequest) String() string

type State 

type State int32

This value is stored as TINYINT in MySQL. 

const (
	State_PENDING   State = 0
	State_RUNNING   State = 1
	State_COMPLETED State = 2
	State_KILLED    State = 3
	State_ERROR     State = 120
)

func (State) EnumDescriptor 

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

func (State) String 

func (x State) String() string

type StopStudyReply 

type StopStudyReply struct {
}

func (*StopStudyReply) Descriptor 

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

func (*StopStudyReply) ProtoMessage 

func (*StopStudyReply) ProtoMessage()

func (*StopStudyReply) Reset 

func (m *StopStudyReply) Reset()

func (*StopStudyReply) String 

func (m *StopStudyReply) String() string

type StopStudyRequest 

type StopStudyRequest struct {
	StudyId string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
}

func (*StopStudyRequest) Descriptor 

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

func (*StopStudyRequest) GetStudyId 

func (m *StopStudyRequest) GetStudyId() string

func (*StopStudyRequest) ProtoMessage 

func (*StopStudyRequest) ProtoMessage()

func (*StopStudyRequest) Reset 

func (m *StopStudyRequest) Reset()

func (*StopStudyRequest) String 

func (m *StopStudyRequest) String() string

type StopSuggestionReply 

type StopSuggestionReply struct {
}

func (*StopSuggestionReply) Descriptor 

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

func (*StopSuggestionReply) ProtoMessage 

func (*StopSuggestionReply) ProtoMessage()

func (*StopSuggestionReply) Reset 

func (m *StopSuggestionReply) Reset()

func (*StopSuggestionReply) String 

func (m *StopSuggestionReply) String() string

type StopSuggestionRequest 

type StopSuggestionRequest struct {
	StudyId string `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
}

func (*StopSuggestionRequest) Descriptor 

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

func (*StopSuggestionRequest) GetStudyId 

func (m *StopSuggestionRequest) GetStudyId() string

func (*StopSuggestionRequest) ProtoMessage 

func (*StopSuggestionRequest) ProtoMessage()

func (*StopSuggestionRequest) Reset 

func (m *StopSuggestionRequest) Reset()

func (*StopSuggestionRequest) String 

func (m *StopSuggestionRequest) String() string

type StopWorkersReply 

type StopWorkersReply struct {
}

func (*StopWorkersReply) Descriptor 

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

func (*StopWorkersReply) ProtoMessage 

func (*StopWorkersReply) ProtoMessage()

func (*StopWorkersReply) Reset 

func (m *StopWorkersReply) Reset()

func (*StopWorkersReply) String 

func (m *StopWorkersReply) String() string

type StopWorkersRequest 

type StopWorkersRequest struct {
	StudyId    string   `protobuf:"bytes,1,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	WorkerIds  []string `protobuf:"bytes,2,rep,name=worker_ids,json=workerIds" json:"worker_ids,omitempty"`
	IsComplete bool     `protobuf:"varint,3,opt,name=is_complete,json=isComplete" json:"is_complete,omitempty"`
}

func (*StopWorkersRequest) Descriptor 

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

func (*StopWorkersRequest) GetIsComplete 

func (m *StopWorkersRequest) GetIsComplete() bool

func (*StopWorkersRequest) GetStudyId 

func (m *StopWorkersRequest) GetStudyId() string

func (*StopWorkersRequest) GetWorkerIds 

func (m *StopWorkersRequest) GetWorkerIds() []string

func (*StopWorkersRequest) ProtoMessage 

func (*StopWorkersRequest) ProtoMessage()

func (*StopWorkersRequest) Reset 

func (m *StopWorkersRequest) Reset()

func (*StopWorkersRequest) String 

func (m *StopWorkersRequest) String() string

type StudyConfig 

type StudyConfig struct {
	Name                          string                        `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Owner                         string                        `protobuf:"bytes,2,opt,name=owner" json:"owner,omitempty"`
	OptimizationType              OptimizationType              `` /* 129-byte string literal not displayed */
	OptimizationGoal              float64                       `protobuf:"fixed64,4,opt,name=optimization_goal,json=optimizationGoal" json:"optimization_goal,omitempty"`
	ParameterConfigs              *StudyConfig_ParameterConfigs `protobuf:"bytes,5,opt,name=parameter_configs,json=parameterConfigs" json:"parameter_configs,omitempty"`
	AccessPermissions             []string                      `protobuf:"bytes,6,rep,name=access_permissions,json=accessPermissions" json:"access_permissions,omitempty"`
	DefaultSuggestionAlgorithm    string                        `` /* 134-byte string literal not displayed */
	DefaultEarlyStoppingAlgorithm string                        `` /* 145-byte string literal not displayed */
	Tags                          []*Tag                        `protobuf:"bytes,9,rep,name=tags" json:"tags,omitempty"`
	ObjectiveValueName            string                        `protobuf:"bytes,10,opt,name=objective_value_name,json=objectiveValueName" json:"objective_value_name,omitempty"`
	Metrics                       []string                      `protobuf:"bytes,11,rep,name=metrics" json:"metrics,omitempty"`
}

func (*StudyConfig) Descriptor 

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

func (*StudyConfig) GetAccessPermissions 

func (m *StudyConfig) GetAccessPermissions() []string

func (*StudyConfig) GetDefaultEarlyStoppingAlgorithm 

func (m *StudyConfig) GetDefaultEarlyStoppingAlgorithm() string

func (*StudyConfig) GetDefaultSuggestionAlgorithm 

func (m *StudyConfig) GetDefaultSuggestionAlgorithm() string

func (*StudyConfig) GetMetrics 

func (m *StudyConfig) GetMetrics() []string

func (*StudyConfig) GetName 

func (m *StudyConfig) GetName() string

func (*StudyConfig) GetObjectiveValueName 

func (m *StudyConfig) GetObjectiveValueName() string

func (*StudyConfig) GetOptimizationGoal 

func (m *StudyConfig) GetOptimizationGoal() float64

func (*StudyConfig) GetOptimizationType 

func (m *StudyConfig) GetOptimizationType() OptimizationType

func (*StudyConfig) GetOwner 

func (m *StudyConfig) GetOwner() string

func (*StudyConfig) GetParameterConfigs 

func (m *StudyConfig) GetParameterConfigs() *StudyConfig_ParameterConfigs

func (*StudyConfig) GetTags 

func (m *StudyConfig) GetTags() []*Tag

func (*StudyConfig) ProtoMessage 

func (*StudyConfig) ProtoMessage()

func (*StudyConfig) Reset 

func (m *StudyConfig) Reset()

func (*StudyConfig) String 

func (m *StudyConfig) String() string

type StudyConfig_ParameterConfigs 

type StudyConfig_ParameterConfigs struct {
	Configs []*ParameterConfig `protobuf:"bytes,1,rep,name=configs" json:"configs,omitempty"`
}

func (*StudyConfig_ParameterConfigs) Descriptor 

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

func (*StudyConfig_ParameterConfigs) GetConfigs 

func (m *StudyConfig_ParameterConfigs) GetConfigs() []*ParameterConfig

func (*StudyConfig_ParameterConfigs) ProtoMessage 

func (*StudyConfig_ParameterConfigs) ProtoMessage()

func (*StudyConfig_ParameterConfigs) Reset 

func (m *StudyConfig_ParameterConfigs) Reset()

func (*StudyConfig_ParameterConfigs) String 

func (m *StudyConfig_ParameterConfigs) String() string

type StudyOverview 

type StudyOverview struct {
	Name        string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Owner       string `protobuf:"bytes,2,opt,name=owner" json:"owner,omitempty"`
	Id          string `protobuf:"bytes,3,opt,name=id" json:"id,omitempty"`
	Description string `protobuf:"bytes,4,opt,name=description" json:"description,omitempty"`
}

func (*StudyOverview) Descriptor 

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

func (*StudyOverview) GetDescription 

func (m *StudyOverview) GetDescription() string

func (*StudyOverview) GetId 

func (m *StudyOverview) GetId() string

func (*StudyOverview) GetName 

func (m *StudyOverview) GetName() string

func (*StudyOverview) GetOwner 

func (m *StudyOverview) GetOwner() string

func (*StudyOverview) ProtoMessage 

func (*StudyOverview) ProtoMessage()

func (*StudyOverview) Reset 

func (m *StudyOverview) Reset()

func (*StudyOverview) String 

func (m *StudyOverview) String() string

type SuggestionClient 

type SuggestionClient interface {
	GetSuggestions(ctx context.Context, in *GetSuggestionsRequest, opts ...grpc.CallOption) (*GetSuggestionsReply, error)
}

func NewSuggestionClient 

func NewSuggestionClient(cc *grpc.ClientConn) SuggestionClient

type SuggestionParameter 

type SuggestionParameter struct {
	Name  string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"`
}

func (*SuggestionParameter) Descriptor 

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

func (*SuggestionParameter) GetName 

func (m *SuggestionParameter) GetName() string

func (*SuggestionParameter) GetValue 

func (m *SuggestionParameter) GetValue() string

func (*SuggestionParameter) ProtoMessage 

func (*SuggestionParameter) ProtoMessage()

func (*SuggestionParameter) Reset 

func (m *SuggestionParameter) Reset()

func (*SuggestionParameter) String 

func (m *SuggestionParameter) String() string

type SuggestionParameterSet 

type SuggestionParameterSet struct {
	ParamId              string                 `protobuf:"bytes,1,opt,name=param_id,json=paramId" json:"param_id,omitempty"`
	SuggestionAlgorithm  string                 `protobuf:"bytes,2,opt,name=suggestion_algorithm,json=suggestionAlgorithm" json:"suggestion_algorithm,omitempty"`
	SuggestionParameters []*SuggestionParameter `protobuf:"bytes,3,rep,name=suggestion_parameters,json=suggestionParameters" json:"suggestion_parameters,omitempty"`
}

func (*SuggestionParameterSet) Descriptor 

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

func (*SuggestionParameterSet) GetParamId 

func (m *SuggestionParameterSet) GetParamId() string

func (*SuggestionParameterSet) GetSuggestionAlgorithm 

func (m *SuggestionParameterSet) GetSuggestionAlgorithm() string

func (*SuggestionParameterSet) GetSuggestionParameters 

func (m *SuggestionParameterSet) GetSuggestionParameters() []*SuggestionParameter

func (*SuggestionParameterSet) ProtoMessage 

func (*SuggestionParameterSet) ProtoMessage()

func (*SuggestionParameterSet) Reset 

func (m *SuggestionParameterSet) Reset()

func (*SuggestionParameterSet) String 

func (m *SuggestionParameterSet) String() string

type SuggestionServer 

type SuggestionServer interface {
	GetSuggestions(context.Context, *GetSuggestionsRequest) (*GetSuggestionsReply, error)
}

type Tag 

type Tag struct {
	Name  string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Value string `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"`
}

func (*Tag) Descriptor 

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

func (*Tag) GetName 

func (m *Tag) GetName() string

func (*Tag) GetValue 

func (m *Tag) GetValue() string

func (*Tag) ProtoMessage 

func (*Tag) ProtoMessage()

func (*Tag) Reset 

func (m *Tag) Reset()

func (*Tag) String 

func (m *Tag) String() string

type Trial 

type Trial struct {
	TrialId        string       `protobuf:"bytes,1,opt,name=trial_id,json=trialId" json:"trial_id,omitempty"`
	StudyId        string       `protobuf:"bytes,2,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	ParameterSet   []*Parameter `protobuf:"bytes,3,rep,name=parameter_set,json=parameterSet" json:"parameter_set,omitempty"`
	Status         State        `protobuf:"varint,4,opt,name=status,enum=api.State" json:"status,omitempty"`
	ObjectiveValue string       `protobuf:"bytes,5,opt,name=objective_value,json=objectiveValue" json:"objective_value,omitempty"`
	Tags           []*Tag       `protobuf:"bytes,8,rep,name=tags" json:"tags,omitempty"`
}

func (*Trial) Descriptor 

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

func (*Trial) GetObjectiveValue 

func (m *Trial) GetObjectiveValue() string

func (*Trial) GetParameterSet 

func (m *Trial) GetParameterSet() []*Parameter

func (*Trial) GetStatus 

func (m *Trial) GetStatus() State

func (*Trial) GetStudyId 

func (m *Trial) GetStudyId() string

func (*Trial) GetTags 

func (m *Trial) GetTags() []*Tag

func (*Trial) GetTrialId 

func (m *Trial) GetTrialId() string

func (*Trial) ProtoMessage 

func (*Trial) ProtoMessage()

func (*Trial) Reset 

func (m *Trial) Reset()

func (*Trial) String 

func (m *Trial) String() string

type Worker 

type Worker struct {
	WorkerId string        `protobuf:"bytes,1,opt,name=worker_id,json=workerId" json:"worker_id,omitempty"`
	StudyId  string        `protobuf:"bytes,2,opt,name=study_id,json=studyId" json:"study_id,omitempty"`
	TrialId  string        `protobuf:"bytes,3,opt,name=trial_id,json=trialId" json:"trial_id,omitempty"`
	Runtime  string        `protobuf:"bytes,4,opt,name=runtime" json:"runtime,omitempty"`
	Status   State         `protobuf:"varint,5,opt,name=status,enum=api.State" json:"status,omitempty"`
	Config   *WorkerConfig `protobuf:"bytes,6,opt,name=config" json:"config,omitempty"`
	Tags     []*Tag        `protobuf:"bytes,7,rep,name=tags" json:"tags,omitempty"`
}

func (*Worker) Descriptor 

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

func (*Worker) GetConfig 

func (m *Worker) GetConfig() *WorkerConfig

func (*Worker) GetRuntime 

func (m *Worker) GetRuntime() string

func (*Worker) GetStatus 

func (m *Worker) GetStatus() State

func (*Worker) GetStudyId 

func (m *Worker) GetStudyId() string

func (*Worker) GetTags 

func (m *Worker) GetTags() []*Tag

func (*Worker) GetTrialId 

func (m *Worker) GetTrialId() string

func (*Worker) GetWorkerId 

func (m *Worker) GetWorkerId() string

func (*Worker) ProtoMessage 

func (*Worker) ProtoMessage()

func (*Worker) Reset 

func (m *Worker) Reset()

func (*Worker) String 

func (m *Worker) String() string

type WorkerConfig 

type WorkerConfig struct {
	Image      string     `protobuf:"bytes,1,opt,name=image" json:"image,omitempty"`
	Command    []string   `protobuf:"bytes,2,rep,name=command" json:"command,omitempty"`
	Gpu        int32      `protobuf:"varint,3,opt,name=gpu" json:"gpu,omitempty"`
	Scheduler  string     `protobuf:"bytes,4,opt,name=scheduler" json:"scheduler,omitempty"`
	Mount      *MountConf `protobuf:"bytes,5,opt,name=mount" json:"mount,omitempty"`
	PullSecret string     `protobuf:"bytes,6,opt,name=pull_secret,json=pullSecret" json:"pull_secret,omitempty"`
}

func (*WorkerConfig) Descriptor 

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

func (*WorkerConfig) GetCommand 

func (m *WorkerConfig) GetCommand() []string

func (*WorkerConfig) GetGpu 

func (m *WorkerConfig) GetGpu() int32

func (*WorkerConfig) GetImage 

func (m *WorkerConfig) GetImage() string

func (*WorkerConfig) GetMount 

func (m *WorkerConfig) GetMount() *MountConf

func (*WorkerConfig) GetPullSecret 

func (m *WorkerConfig) GetPullSecret() string

func (*WorkerConfig) GetScheduler 

func (m *WorkerConfig) GetScheduler() string

func (*WorkerConfig) ProtoMessage 

func (*WorkerConfig) ProtoMessage()

func (*WorkerConfig) Reset 

func (m *WorkerConfig) Reset()

func (*WorkerConfig) String 

func (m *WorkerConfig) String() string

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