api_v1_beta1

package
v0.16.0 Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Oct 31, 2023 License: Apache-2.0 Imports: 5 Imported by: 3

Documentation

Overview

Package api_v1_beta1 is a generated protocol buffer package.

It is generated from these files: 

api.proto

It has these top-level messages: 

Experiment
ExperimentSpec
ParameterSpec
FeasibleSpace
ObjectiveSpec
AlgorithmSpec
AlgorithmSetting
EarlyStoppingSpec
EarlyStoppingSetting
NasConfig
GraphConfig
Operation
Trial
TrialSpec
ParameterAssignment
TrialStatus
Observation
Metric
ReportObservationLogRequest
ReportObservationLogReply
ObservationLog
MetricLog
GetObservationLogRequest
GetObservationLogReply
DeleteObservationLogRequest
DeleteObservationLogReply
GetSuggestionsRequest
GetSuggestionsReply
ValidateAlgorithmSettingsRequest
ValidateAlgorithmSettingsReply
GetEarlyStoppingRulesRequest
GetEarlyStoppingRulesReply
EarlyStoppingRule
ValidateEarlyStoppingSettingsRequest
ValidateEarlyStoppingSettingsReply
SetTrialStatusRequest
SetTrialStatusReply

Index

Constants

This section is empty.

Variables

View Source 
var ComparisonType_name = map[int32]string{
	0: "UNKNOWN_COMPARISON",
	1: "EQUAL",
	2: "LESS",
	3: "GREATER",
}
View Source 
var ComparisonType_value = map[string]int32{
	"UNKNOWN_COMPARISON": 0,
	"EQUAL":              1,
	"LESS":               2,
	"GREATER":            3,
}
View Source 
var ObjectiveType_name = map[int32]string{
	0: "UNKNOWN",
	1: "MINIMIZE",
	2: "MAXIMIZE",
}
View Source 
var ObjectiveType_value = map[string]int32{
	"UNKNOWN":  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 TrialStatus_TrialConditionType_name = map[int32]string{
	0: "CREATED",
	1: "RUNNING",
	2: "SUCCEEDED",
	3: "KILLED",
	4: "FAILED",
	5: "METRICSUNAVAILABLE",
	6: "EARLYSTOPPED",
	7: "UNKNOWN",
}
View Source 
var TrialStatus_TrialConditionType_value = map[string]int32{
	"CREATED":            0,
	"RUNNING":            1,
	"SUCCEEDED":          2,
	"KILLED":             3,
	"FAILED":             4,
	"METRICSUNAVAILABLE": 5,
	"EARLYSTOPPED":       6,
	"UNKNOWN":            7,
}

Functions

func RegisterDBManagerServer added in v0.10.0 

func RegisterDBManagerServer(s *grpc.Server, srv DBManagerServer)

func RegisterEarlyStoppingServer 

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

func RegisterSuggestionServer 

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

Types

type AlgorithmSetting 

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

* HP or NAS algorithm settings.

func (*AlgorithmSetting) Descriptor 

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

func (*AlgorithmSetting) GetName 

func (m *AlgorithmSetting) GetName() string

func (*AlgorithmSetting) GetValue 

func (m *AlgorithmSetting) GetValue() string

func (*AlgorithmSetting) ProtoMessage 

func (*AlgorithmSetting) ProtoMessage()

func (*AlgorithmSetting) Reset 

func (m *AlgorithmSetting) Reset()

func (*AlgorithmSetting) String 

func (m *AlgorithmSetting) String() string

type AlgorithmSpec 

type AlgorithmSpec struct {
	AlgorithmName     string              `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName" json:"algorithm_name,omitempty"`
	AlgorithmSettings []*AlgorithmSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings" json:"algorithm_settings,omitempty"`
}

* HP or NAS algorithm specification.

func (*AlgorithmSpec) Descriptor 

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

func (*AlgorithmSpec) GetAlgorithmName 

func (m *AlgorithmSpec) GetAlgorithmName() string

func (*AlgorithmSpec) GetAlgorithmSettings 

func (m *AlgorithmSpec) GetAlgorithmSettings() []*AlgorithmSetting

func (*AlgorithmSpec) ProtoMessage 

func (*AlgorithmSpec) ProtoMessage()

func (*AlgorithmSpec) Reset 

func (m *AlgorithmSpec) Reset()

func (*AlgorithmSpec) String 

func (m *AlgorithmSpec) String() string

type ComparisonType added in v0.10.0 

type ComparisonType int32
const (
	ComparisonType_UNKNOWN_COMPARISON ComparisonType = 0
	ComparisonType_EQUAL              ComparisonType = 1
	ComparisonType_LESS               ComparisonType = 2
	ComparisonType_GREATER            ComparisonType = 3
)

func (ComparisonType) EnumDescriptor added in v0.10.0 

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

func (ComparisonType) String added in v0.10.0 

func (x ComparisonType) String() string

type DBManagerClient added in v0.10.0 

type DBManagerClient interface {
	// *
	// Report a log of Observations for a Trial.
	// The log consists of timestamp and value of metric.
	// Katib store every log of metrics.
	// You can see accuracy curve or other metric logs on UI.
	ReportObservationLog(ctx context.Context, in *ReportObservationLogRequest, opts ...grpc.CallOption) (*ReportObservationLogReply, error)
	// *
	// Get all log of Observations for a Trial.
	GetObservationLog(ctx context.Context, in *GetObservationLogRequest, opts ...grpc.CallOption) (*GetObservationLogReply, error)
	// *
	// Delete all log of Observations for a Trial.
	DeleteObservationLog(ctx context.Context, in *DeleteObservationLogRequest, opts ...grpc.CallOption) (*DeleteObservationLogReply, error)
}

func NewDBManagerClient added in v0.10.0 

func NewDBManagerClient(cc *grpc.ClientConn) DBManagerClient

type DBManagerServer added in v0.10.0 

type DBManagerServer interface {
	// *
	// Report a log of Observations for a Trial.
	// The log consists of timestamp and value of metric.
	// Katib store every log of metrics.
	// You can see accuracy curve or other metric logs on UI.
	ReportObservationLog(context.Context, *ReportObservationLogRequest) (*ReportObservationLogReply, error)
	// *
	// Get all log of Observations for a Trial.
	GetObservationLog(context.Context, *GetObservationLogRequest) (*GetObservationLogReply, error)
	// *
	// Delete all log of Observations for a Trial.
	DeleteObservationLog(context.Context, *DeleteObservationLogRequest) (*DeleteObservationLogReply, error)
}

type DeleteObservationLogReply 

type DeleteObservationLogReply struct {
}

func (*DeleteObservationLogReply) Descriptor 

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

func (*DeleteObservationLogReply) ProtoMessage 

func (*DeleteObservationLogReply) ProtoMessage()

func (*DeleteObservationLogReply) Reset 

func (m *DeleteObservationLogReply) Reset()

func (*DeleteObservationLogReply) String 

func (m *DeleteObservationLogReply) String() string

type DeleteObservationLogRequest 

type DeleteObservationLogRequest struct {
	TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"`
}

func (*DeleteObservationLogRequest) Descriptor 

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

func (*DeleteObservationLogRequest) GetTrialName 

func (m *DeleteObservationLogRequest) GetTrialName() string

func (*DeleteObservationLogRequest) ProtoMessage 

func (*DeleteObservationLogRequest) ProtoMessage()

func (*DeleteObservationLogRequest) Reset 

func (m *DeleteObservationLogRequest) Reset()

func (*DeleteObservationLogRequest) String 

func (m *DeleteObservationLogRequest) String() string

type EarlyStoppingClient 

type EarlyStoppingClient interface {
	GetEarlyStoppingRules(ctx context.Context, in *GetEarlyStoppingRulesRequest, opts ...grpc.CallOption) (*GetEarlyStoppingRulesReply, error)
	SetTrialStatus(ctx context.Context, in *SetTrialStatusRequest, opts ...grpc.CallOption) (*SetTrialStatusReply, error)
	ValidateEarlyStoppingSettings(ctx context.Context, in *ValidateEarlyStoppingSettingsRequest, opts ...grpc.CallOption) (*ValidateEarlyStoppingSettingsReply, error)
}

func NewEarlyStoppingClient 

func NewEarlyStoppingClient(cc *grpc.ClientConn) EarlyStoppingClient

type EarlyStoppingRule added in v0.10.0 

type EarlyStoppingRule struct {
	Name       string         `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Value      string         `protobuf:"bytes,2,opt,name=value" json:"value,omitempty"`
	Comparison ComparisonType `protobuf:"varint,3,opt,name=comparison,enum=api.v1.beta1.ComparisonType" json:"comparison,omitempty"`
	// Defines quantity of intermediate results that should be received before applying the rule.
	// If start step is empty, rule is applied from the first recorded metric.
	StartStep int32 `protobuf:"varint,4,opt,name=start_step,json=startStep" json:"start_step,omitempty"`
}

* EarlyStoppingRule represents single early stopping rule.

func (*EarlyStoppingRule) Descriptor added in v0.10.0 

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

func (*EarlyStoppingRule) GetComparison added in v0.10.0 

func (m *EarlyStoppingRule) GetComparison() ComparisonType

func (*EarlyStoppingRule) GetName added in v0.10.0 

func (m *EarlyStoppingRule) GetName() string

func (*EarlyStoppingRule) GetStartStep added in v0.10.0 

func (m *EarlyStoppingRule) GetStartStep() int32

func (*EarlyStoppingRule) GetValue added in v0.10.0 

func (m *EarlyStoppingRule) GetValue() string

func (*EarlyStoppingRule) ProtoMessage added in v0.10.0 

func (*EarlyStoppingRule) ProtoMessage()

func (*EarlyStoppingRule) Reset added in v0.10.0 

func (m *EarlyStoppingRule) Reset()

func (*EarlyStoppingRule) String added in v0.10.0 

func (m *EarlyStoppingRule) String() string

type EarlyStoppingServer 

type EarlyStoppingServer interface {
	GetEarlyStoppingRules(context.Context, *GetEarlyStoppingRulesRequest) (*GetEarlyStoppingRulesReply, error)
	SetTrialStatus(context.Context, *SetTrialStatusRequest) (*SetTrialStatusReply, error)
	ValidateEarlyStoppingSettings(context.Context, *ValidateEarlyStoppingSettingsRequest) (*ValidateEarlyStoppingSettingsReply, error)
}

type EarlyStoppingSetting added in v0.10.0 

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

* Early stopping algorithm settings.

func (*EarlyStoppingSetting) Descriptor added in v0.10.0 

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

func (*EarlyStoppingSetting) GetName added in v0.10.0 

func (m *EarlyStoppingSetting) GetName() string

func (*EarlyStoppingSetting) GetValue added in v0.10.0 

func (m *EarlyStoppingSetting) GetValue() string

func (*EarlyStoppingSetting) ProtoMessage added in v0.10.0 

func (*EarlyStoppingSetting) ProtoMessage()

func (*EarlyStoppingSetting) Reset added in v0.10.0 

func (m *EarlyStoppingSetting) Reset()

func (*EarlyStoppingSetting) String added in v0.10.0 

func (m *EarlyStoppingSetting) String() string

type EarlyStoppingSpec 

type EarlyStoppingSpec struct {
	AlgorithmName     string                  `protobuf:"bytes,1,opt,name=algorithm_name,json=algorithmName" json:"algorithm_name,omitempty"`
	AlgorithmSettings []*EarlyStoppingSetting `protobuf:"bytes,2,rep,name=algorithm_settings,json=algorithmSettings" json:"algorithm_settings,omitempty"`
}

* Early stopping algorithm specification.

func (*EarlyStoppingSpec) Descriptor 

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

func (*EarlyStoppingSpec) GetAlgorithmName added in v0.10.0 

func (m *EarlyStoppingSpec) GetAlgorithmName() string

func (*EarlyStoppingSpec) GetAlgorithmSettings added in v0.10.0 

func (m *EarlyStoppingSpec) GetAlgorithmSettings() []*EarlyStoppingSetting

func (*EarlyStoppingSpec) ProtoMessage 

func (*EarlyStoppingSpec) ProtoMessage()

func (*EarlyStoppingSpec) Reset 

func (m *EarlyStoppingSpec) Reset()

func (*EarlyStoppingSpec) String 

func (m *EarlyStoppingSpec) String() string

type Experiment 

type Experiment struct {
	Name string          `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Spec *ExperimentSpec `protobuf:"bytes,2,opt,name=spec" json:"spec,omitempty"`
}

* Structure for a single Experiment.

func (*Experiment) Descriptor 

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

func (*Experiment) GetName 

func (m *Experiment) GetName() string

func (*Experiment) GetSpec 

func (m *Experiment) GetSpec() *ExperimentSpec

func (*Experiment) ProtoMessage 

func (*Experiment) ProtoMessage()

func (*Experiment) Reset 

func (m *Experiment) Reset()

func (*Experiment) String 

func (m *Experiment) String() string

type ExperimentSpec 

type ExperimentSpec struct {
	ParameterSpecs     *ExperimentSpec_ParameterSpecs `protobuf:"bytes,1,opt,name=parameter_specs,json=parameterSpecs" json:"parameter_specs,omitempty"`
	Objective          *ObjectiveSpec                 `protobuf:"bytes,2,opt,name=objective" json:"objective,omitempty"`
	Algorithm          *AlgorithmSpec                 `protobuf:"bytes,3,opt,name=algorithm" json:"algorithm,omitempty"`
	EarlyStopping      *EarlyStoppingSpec             `protobuf:"bytes,4,opt,name=early_stopping,json=earlyStopping" json:"early_stopping,omitempty"`
	ParallelTrialCount int32                          `protobuf:"varint,5,opt,name=parallel_trial_count,json=parallelTrialCount" json:"parallel_trial_count,omitempty"`
	MaxTrialCount      int32                          `protobuf:"varint,6,opt,name=max_trial_count,json=maxTrialCount" json:"max_trial_count,omitempty"`
	NasConfig          *NasConfig                     `protobuf:"bytes,7,opt,name=nas_config,json=nasConfig" json:"nas_config,omitempty"`
}

* Specification of an Experiment. Experiment represents a single optimization run over a feasible space. Each Experiment contains a configuration describing the feasible space, as well as a set of Trials. It is assumed that objective function f(x) does not change in the course of an Experiment.

func (*ExperimentSpec) Descriptor 

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

func (*ExperimentSpec) GetAlgorithm 

func (m *ExperimentSpec) GetAlgorithm() *AlgorithmSpec

func (*ExperimentSpec) GetEarlyStopping added in v0.10.0 

func (m *ExperimentSpec) GetEarlyStopping() *EarlyStoppingSpec

func (*ExperimentSpec) GetMaxTrialCount 

func (m *ExperimentSpec) GetMaxTrialCount() int32

func (*ExperimentSpec) GetNasConfig 

func (m *ExperimentSpec) GetNasConfig() *NasConfig

func (*ExperimentSpec) GetObjective 

func (m *ExperimentSpec) GetObjective() *ObjectiveSpec

func (*ExperimentSpec) GetParallelTrialCount 

func (m *ExperimentSpec) GetParallelTrialCount() int32

func (*ExperimentSpec) GetParameterSpecs 

func (m *ExperimentSpec) GetParameterSpecs() *ExperimentSpec_ParameterSpecs

func (*ExperimentSpec) ProtoMessage 

func (*ExperimentSpec) ProtoMessage()

func (*ExperimentSpec) Reset 

func (m *ExperimentSpec) Reset()

func (*ExperimentSpec) String 

func (m *ExperimentSpec) String() string

type ExperimentSpec_ParameterSpecs 

type ExperimentSpec_ParameterSpecs struct {
	Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters" json:"parameters,omitempty"`
}

* List of ParameterSpec.

func (*ExperimentSpec_ParameterSpecs) Descriptor 

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

func (*ExperimentSpec_ParameterSpecs) GetParameters 

func (m *ExperimentSpec_ParameterSpecs) GetParameters() []*ParameterSpec

func (*ExperimentSpec_ParameterSpecs) ProtoMessage 

func (*ExperimentSpec_ParameterSpecs) ProtoMessage()

func (*ExperimentSpec_ParameterSpecs) Reset 

func (m *ExperimentSpec_ParameterSpecs) Reset()

func (*ExperimentSpec_ParameterSpecs) String 

func (m *ExperimentSpec_ParameterSpecs) String() string

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"`
	Step string   `protobuf:"bytes,4,opt,name=step" json:"step,omitempty"`
}

* Feasible space for optimization. Int and Double type use Max/Min. Discrete and Categorical type use List.

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) GetStep 

func (m *FeasibleSpace) GetStep() string

func (*FeasibleSpace) ProtoMessage 

func (*FeasibleSpace) ProtoMessage()

func (*FeasibleSpace) Reset 

func (m *FeasibleSpace) Reset()

func (*FeasibleSpace) String 

func (m *FeasibleSpace) String() string

type GetEarlyStoppingRulesReply added in v0.10.0 

type GetEarlyStoppingRulesReply struct {
	EarlyStoppingRules []*EarlyStoppingRule `protobuf:"bytes,1,rep,name=early_stopping_rules,json=earlyStoppingRules" json:"early_stopping_rules,omitempty"`
}

func (*GetEarlyStoppingRulesReply) Descriptor added in v0.10.0 

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

func (*GetEarlyStoppingRulesReply) GetEarlyStoppingRules added in v0.10.0 

func (m *GetEarlyStoppingRulesReply) GetEarlyStoppingRules() []*EarlyStoppingRule

func (*GetEarlyStoppingRulesReply) ProtoMessage added in v0.10.0 

func (*GetEarlyStoppingRulesReply) ProtoMessage()

func (*GetEarlyStoppingRulesReply) Reset added in v0.10.0 

func (m *GetEarlyStoppingRulesReply) Reset()

func (*GetEarlyStoppingRulesReply) String added in v0.10.0 

func (m *GetEarlyStoppingRulesReply) String() string

type GetEarlyStoppingRulesRequest added in v0.10.0 

type GetEarlyStoppingRulesRequest struct {
	Experiment       *Experiment `protobuf:"bytes,1,opt,name=experiment" json:"experiment,omitempty"`
	Trials           []*Trial    `protobuf:"bytes,2,rep,name=trials" json:"trials,omitempty"`
	DbManagerAddress string      `protobuf:"bytes,3,opt,name=db_manager_address,json=dbManagerAddress" json:"db_manager_address,omitempty"`
}

func (*GetEarlyStoppingRulesRequest) Descriptor added in v0.10.0 

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

func (*GetEarlyStoppingRulesRequest) GetDbManagerAddress added in v0.10.0 

func (m *GetEarlyStoppingRulesRequest) GetDbManagerAddress() string

func (*GetEarlyStoppingRulesRequest) GetExperiment added in v0.10.0 

func (m *GetEarlyStoppingRulesRequest) GetExperiment() *Experiment

func (*GetEarlyStoppingRulesRequest) GetTrials added in v0.10.0 

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

func (*GetEarlyStoppingRulesRequest) ProtoMessage added in v0.10.0 

func (*GetEarlyStoppingRulesRequest) ProtoMessage()

func (*GetEarlyStoppingRulesRequest) Reset added in v0.10.0 

func (m *GetEarlyStoppingRulesRequest) Reset()

func (*GetEarlyStoppingRulesRequest) String added in v0.10.0 

func (m *GetEarlyStoppingRulesRequest) String() string

type GetObservationLogReply 

type GetObservationLogReply struct {
	ObservationLog *ObservationLog `protobuf:"bytes,1,opt,name=observation_log,json=observationLog" json:"observation_log,omitempty"`
}

func (*GetObservationLogReply) Descriptor 

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

func (*GetObservationLogReply) GetObservationLog 

func (m *GetObservationLogReply) GetObservationLog() *ObservationLog

func (*GetObservationLogReply) ProtoMessage 

func (*GetObservationLogReply) ProtoMessage()

func (*GetObservationLogReply) Reset 

func (m *GetObservationLogReply) Reset()

func (*GetObservationLogReply) String 

func (m *GetObservationLogReply) String() string

type GetObservationLogRequest 

type GetObservationLogRequest struct {
	TrialName  string `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"`
	MetricName string `protobuf:"bytes,2,opt,name=metric_name,json=metricName" json:"metric_name,omitempty"`
	StartTime  string `protobuf:"bytes,3,opt,name=start_time,json=startTime" json:"start_time,omitempty"`
	EndTime    string `protobuf:"bytes,4,opt,name=end_time,json=endTime" json:"end_time,omitempty"`
}

func (*GetObservationLogRequest) Descriptor 

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

func (*GetObservationLogRequest) GetEndTime 

func (m *GetObservationLogRequest) GetEndTime() string

func (*GetObservationLogRequest) GetMetricName 

func (m *GetObservationLogRequest) GetMetricName() string

func (*GetObservationLogRequest) GetStartTime 

func (m *GetObservationLogRequest) GetStartTime() string

func (*GetObservationLogRequest) GetTrialName 

func (m *GetObservationLogRequest) GetTrialName() string

func (*GetObservationLogRequest) ProtoMessage 

func (*GetObservationLogRequest) ProtoMessage()

func (*GetObservationLogRequest) Reset 

func (m *GetObservationLogRequest) Reset()

func (*GetObservationLogRequest) String 

func (m *GetObservationLogRequest) String() string

type GetSuggestionsReply 

type GetSuggestionsReply struct {
	ParameterAssignments []*GetSuggestionsReply_ParameterAssignments `protobuf:"bytes,1,rep,name=parameter_assignments,json=parameterAssignments" json:"parameter_assignments,omitempty"`
	Algorithm            *AlgorithmSpec                              `protobuf:"bytes,2,opt,name=algorithm" json:"algorithm,omitempty"`
	EarlyStoppingRules   []*EarlyStoppingRule                        `protobuf:"bytes,3,rep,name=early_stopping_rules,json=earlyStoppingRules" json:"early_stopping_rules,omitempty"`
}

func (*GetSuggestionsReply) Descriptor 

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

func (*GetSuggestionsReply) GetAlgorithm 

func (m *GetSuggestionsReply) GetAlgorithm() *AlgorithmSpec

func (*GetSuggestionsReply) GetEarlyStoppingRules added in v0.10.0 

func (m *GetSuggestionsReply) GetEarlyStoppingRules() []*EarlyStoppingRule

func (*GetSuggestionsReply) GetParameterAssignments 

func (m *GetSuggestionsReply) GetParameterAssignments() []*GetSuggestionsReply_ParameterAssignments

func (*GetSuggestionsReply) ProtoMessage 

func (*GetSuggestionsReply) ProtoMessage()

func (*GetSuggestionsReply) Reset 

func (m *GetSuggestionsReply) Reset()

func (*GetSuggestionsReply) String 

func (m *GetSuggestionsReply) String() string

type GetSuggestionsReply_ParameterAssignments 

type GetSuggestionsReply_ParameterAssignments struct {
	Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments" json:"assignments,omitempty"`
	// Optional field to override the trial name
	TrialName string `protobuf:"bytes,2,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"`
	// Optional field to add labels to the generated Trials
	Labels map[string]string `` /* 132-byte string literal not displayed */
}

func (*GetSuggestionsReply_ParameterAssignments) Descriptor 

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

func (*GetSuggestionsReply_ParameterAssignments) GetAssignments 

func (m *GetSuggestionsReply_ParameterAssignments) GetAssignments() []*ParameterAssignment

func (*GetSuggestionsReply_ParameterAssignments) GetLabels added in v0.14.0 

func (m *GetSuggestionsReply_ParameterAssignments) GetLabels() map[string]string

func (*GetSuggestionsReply_ParameterAssignments) GetTrialName added in v0.14.0 

func (m *GetSuggestionsReply_ParameterAssignments) GetTrialName() string

func (*GetSuggestionsReply_ParameterAssignments) ProtoMessage 

func (*GetSuggestionsReply_ParameterAssignments) ProtoMessage()

func (*GetSuggestionsReply_ParameterAssignments) Reset 

func (m *GetSuggestionsReply_ParameterAssignments) Reset()

func (*GetSuggestionsReply_ParameterAssignments) String 

func (m *GetSuggestionsReply_ParameterAssignments) String() string

type GetSuggestionsRequest 

type GetSuggestionsRequest struct {
	Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment" json:"experiment,omitempty"`
	Trials     []*Trial    `protobuf:"bytes,2,rep,name=trials" json:"trials,omitempty"`
	// The number of Suggestions requested at one time.
	// When you set 3 to current_request_number, you get three Suggestions at one time.
	CurrentRequestNumber int32 `protobuf:"varint,4,opt,name=current_request_number,json=currentRequestNumber" json:"current_request_number,omitempty"`
	TotalRequestNumber   int32 `protobuf:"varint,5,opt,name=total_request_number,json=totalRequestNumber" json:"total_request_number,omitempty"`
}

func (*GetSuggestionsRequest) Descriptor 

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

func (*GetSuggestionsRequest) GetCurrentRequestNumber added in v0.13.0 

func (m *GetSuggestionsRequest) GetCurrentRequestNumber() int32

func (*GetSuggestionsRequest) GetExperiment 

func (m *GetSuggestionsRequest) GetExperiment() *Experiment

func (*GetSuggestionsRequest) GetTotalRequestNumber added in v0.12.0 

func (m *GetSuggestionsRequest) GetTotalRequestNumber() int32

func (*GetSuggestionsRequest) GetTrials 

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

func (*GetSuggestionsRequest) ProtoMessage 

func (*GetSuggestionsRequest) ProtoMessage()

func (*GetSuggestionsRequest) Reset 

func (m *GetSuggestionsRequest) Reset()

func (*GetSuggestionsRequest) String 

func (m *GetSuggestionsRequest) String() string

type GraphConfig 

type GraphConfig struct {
	NumLayers   int32   `protobuf:"varint,1,opt,name=num_layers,json=numLayers" json:"num_layers,omitempty"`
	InputSizes  []int32 `protobuf:"varint,2,rep,packed,name=input_sizes,json=inputSizes" json:"input_sizes,omitempty"`
	OutputSizes []int32 `protobuf:"varint,3,rep,packed,name=output_sizes,json=outputSizes" json:"output_sizes,omitempty"`
}

* GraphConfig contains a config of DAG

func (*GraphConfig) Descriptor 

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

func (*GraphConfig) GetInputSizes 

func (m *GraphConfig) GetInputSizes() []int32

func (*GraphConfig) GetNumLayers 

func (m *GraphConfig) GetNumLayers() int32

func (*GraphConfig) GetOutputSizes 

func (m *GraphConfig) GetOutputSizes() []int32

func (*GraphConfig) ProtoMessage 

func (*GraphConfig) ProtoMessage()

func (*GraphConfig) Reset 

func (m *GraphConfig) Reset()

func (*GraphConfig) String 

func (m *GraphConfig) String() string

type Metric 

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

func (*Metric) Descriptor 

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

func (*Metric) GetName 

func (m *Metric) GetName() string

func (*Metric) GetValue 

func (m *Metric) GetValue() string

func (*Metric) ProtoMessage 

func (*Metric) ProtoMessage()

func (*Metric) Reset 

func (m *Metric) Reset()

func (*Metric) String 

func (m *Metric) String() string

type MetricLog 

type MetricLog struct {
	TimeStamp string  `protobuf:"bytes,1,opt,name=time_stamp,json=timeStamp" json:"time_stamp,omitempty"`
	Metric    *Metric `protobuf:"bytes,2,opt,name=metric" json:"metric,omitempty"`
}

func (*MetricLog) Descriptor 

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

func (*MetricLog) GetMetric 

func (m *MetricLog) GetMetric() *Metric

func (*MetricLog) GetTimeStamp 

func (m *MetricLog) GetTimeStamp() string

func (*MetricLog) ProtoMessage 

func (*MetricLog) ProtoMessage()

func (*MetricLog) Reset 

func (m *MetricLog) Reset()

func (*MetricLog) String 

func (m *MetricLog) String() string

type NasConfig 

type NasConfig struct {
	GraphConfig *GraphConfig          `protobuf:"bytes,1,opt,name=graph_config,json=graphConfig" json:"graph_config,omitempty"`
	Operations  *NasConfig_Operations `protobuf:"bytes,2,opt,name=operations" json:"operations,omitempty"`
}

* NasConfig contains a config of NAS job

func (*NasConfig) Descriptor 

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

func (*NasConfig) GetGraphConfig 

func (m *NasConfig) GetGraphConfig() *GraphConfig

func (*NasConfig) GetOperations 

func (m *NasConfig) GetOperations() *NasConfig_Operations

func (*NasConfig) ProtoMessage 

func (*NasConfig) ProtoMessage()

func (*NasConfig) Reset 

func (m *NasConfig) Reset()

func (*NasConfig) String 

func (m *NasConfig) String() string

type NasConfig_Operations 

type NasConfig_Operations struct {
	Operation []*Operation `protobuf:"bytes,1,rep,name=operation" json:"operation,omitempty"`
}

func (*NasConfig_Operations) Descriptor 

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

func (*NasConfig_Operations) GetOperation 

func (m *NasConfig_Operations) GetOperation() []*Operation

func (*NasConfig_Operations) ProtoMessage 

func (*NasConfig_Operations) ProtoMessage()

func (*NasConfig_Operations) Reset 

func (m *NasConfig_Operations) Reset()

func (*NasConfig_Operations) String 

func (m *NasConfig_Operations) String() string

type ObjectiveSpec 

type ObjectiveSpec struct {
	Type                ObjectiveType `protobuf:"varint,1,opt,name=type,enum=api.v1.beta1.ObjectiveType" json:"type,omitempty"`
	Goal                float64       `protobuf:"fixed64,2,opt,name=goal" json:"goal,omitempty"`
	ObjectiveMetricName string        `protobuf:"bytes,3,opt,name=objective_metric_name,json=objectiveMetricName" json:"objective_metric_name,omitempty"`
	// List of additional metrics to record from Trial.
	// This can be empty if we only care about the objective metric.
	AdditionalMetricNames []string `protobuf:"bytes,4,rep,name=additional_metric_names,json=additionalMetricNames" json:"additional_metric_names,omitempty"`
}

* Objective specification.

func (*ObjectiveSpec) Descriptor 

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

func (*ObjectiveSpec) GetAdditionalMetricNames 

func (m *ObjectiveSpec) GetAdditionalMetricNames() []string

func (*ObjectiveSpec) GetGoal 

func (m *ObjectiveSpec) GetGoal() float64

func (*ObjectiveSpec) GetObjectiveMetricName 

func (m *ObjectiveSpec) GetObjectiveMetricName() string

func (*ObjectiveSpec) GetType 

func (m *ObjectiveSpec) GetType() ObjectiveType

func (*ObjectiveSpec) ProtoMessage 

func (*ObjectiveSpec) ProtoMessage()

func (*ObjectiveSpec) Reset 

func (m *ObjectiveSpec) Reset()

func (*ObjectiveSpec) String 

func (m *ObjectiveSpec) String() string

type ObjectiveType 

type ObjectiveType int32

* Direction of optimization. Minimize or Maximize. 

const (
	ObjectiveType_UNKNOWN  ObjectiveType = 0
	ObjectiveType_MINIMIZE ObjectiveType = 1
	ObjectiveType_MAXIMIZE ObjectiveType = 2
)

func (ObjectiveType) EnumDescriptor 

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

func (ObjectiveType) String 

func (x ObjectiveType) String() string

type Observation 

type Observation struct {
	Metrics []*Metric `protobuf:"bytes,1,rep,name=metrics" json:"metrics,omitempty"`
}

func (*Observation) Descriptor 

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

func (*Observation) GetMetrics 

func (m *Observation) GetMetrics() []*Metric

func (*Observation) ProtoMessage 

func (*Observation) ProtoMessage()

func (*Observation) Reset 

func (m *Observation) Reset()

func (*Observation) String 

func (m *Observation) String() string

type ObservationLog 

type ObservationLog struct {
	MetricLogs []*MetricLog `protobuf:"bytes,1,rep,name=metric_logs,json=metricLogs" json:"metric_logs,omitempty"`
}

func (*ObservationLog) Descriptor 

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

func (*ObservationLog) GetMetricLogs 

func (m *ObservationLog) GetMetricLogs() []*MetricLog

func (*ObservationLog) ProtoMessage 

func (*ObservationLog) ProtoMessage()

func (*ObservationLog) Reset 

func (m *ObservationLog) Reset()

func (*ObservationLog) String 

func (m *ObservationLog) String() string

type Operation 

type Operation struct {
	OperationType  string                    `protobuf:"bytes,1,opt,name=operation_type,json=operationType" json:"operation_type,omitempty"`
	ParameterSpecs *Operation_ParameterSpecs `protobuf:"bytes,2,opt,name=parameter_specs,json=parameterSpecs" json:"parameter_specs,omitempty"`
}

* Config for operations in DAG

func (*Operation) Descriptor 

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

func (*Operation) GetOperationType 

func (m *Operation) GetOperationType() string

func (*Operation) GetParameterSpecs 

func (m *Operation) GetParameterSpecs() *Operation_ParameterSpecs

func (*Operation) ProtoMessage 

func (*Operation) ProtoMessage()

func (*Operation) Reset 

func (m *Operation) Reset()

func (*Operation) String 

func (m *Operation) String() string

type Operation_ParameterSpecs 

type Operation_ParameterSpecs struct {
	Parameters []*ParameterSpec `protobuf:"bytes,1,rep,name=parameters" json:"parameters,omitempty"`
}

* List of ParameterSpec

func (*Operation_ParameterSpecs) Descriptor 

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

func (*Operation_ParameterSpecs) GetParameters 

func (m *Operation_ParameterSpecs) GetParameters() []*ParameterSpec

func (*Operation_ParameterSpecs) ProtoMessage 

func (*Operation_ParameterSpecs) ProtoMessage()

func (*Operation_ParameterSpecs) Reset 

func (m *Operation_ParameterSpecs) Reset()

func (*Operation_ParameterSpecs) String 

func (m *Operation_ParameterSpecs) String() string

type ParameterAssignment 

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

func (*ParameterAssignment) Descriptor 

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

func (*ParameterAssignment) GetName 

func (m *ParameterAssignment) GetName() string

func (*ParameterAssignment) GetValue 

func (m *ParameterAssignment) GetValue() string

func (*ParameterAssignment) ProtoMessage 

func (*ParameterAssignment) ProtoMessage()

func (*ParameterAssignment) Reset 

func (m *ParameterAssignment) Reset()

func (*ParameterAssignment) String 

func (m *ParameterAssignment) String() string

type ParameterSpec 

type ParameterSpec struct {
	Name          string         `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	ParameterType ParameterType  `` /* 126-byte string literal not displayed */
	FeasibleSpace *FeasibleSpace `protobuf:"bytes,3,opt,name=feasible_space,json=feasibleSpace" json:"feasible_space,omitempty"`
}

* Config for a hyperparameter. Katib will create each Hyper parameter from this config.

func (*ParameterSpec) Descriptor 

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

func (*ParameterSpec) GetFeasibleSpace 

func (m *ParameterSpec) GetFeasibleSpace() *FeasibleSpace

func (*ParameterSpec) GetName 

func (m *ParameterSpec) GetName() string

func (*ParameterSpec) GetParameterType 

func (m *ParameterSpec) GetParameterType() ParameterType

func (*ParameterSpec) ProtoMessage 

func (*ParameterSpec) ProtoMessage()

func (*ParameterSpec) Reset 

func (m *ParameterSpec) Reset()

func (*ParameterSpec) String 

func (m *ParameterSpec) String() string

type ParameterType 

type ParameterType int32

* Types of value for HyperParameter. 

const (
	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 ReportObservationLogReply 

type ReportObservationLogReply struct {
}

func (*ReportObservationLogReply) Descriptor 

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

func (*ReportObservationLogReply) ProtoMessage 

func (*ReportObservationLogReply) ProtoMessage()

func (*ReportObservationLogReply) Reset 

func (m *ReportObservationLogReply) Reset()

func (*ReportObservationLogReply) String 

func (m *ReportObservationLogReply) String() string

type ReportObservationLogRequest 

type ReportObservationLogRequest struct {
	TrialName      string          `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"`
	ObservationLog *ObservationLog `protobuf:"bytes,2,opt,name=observation_log,json=observationLog" json:"observation_log,omitempty"`
}

func (*ReportObservationLogRequest) Descriptor 

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

func (*ReportObservationLogRequest) GetObservationLog 

func (m *ReportObservationLogRequest) GetObservationLog() *ObservationLog

func (*ReportObservationLogRequest) GetTrialName 

func (m *ReportObservationLogRequest) GetTrialName() string

func (*ReportObservationLogRequest) ProtoMessage 

func (*ReportObservationLogRequest) ProtoMessage()

func (*ReportObservationLogRequest) Reset 

func (m *ReportObservationLogRequest) Reset()

func (*ReportObservationLogRequest) String 

func (m *ReportObservationLogRequest) String() string

type SetTrialStatusReply added in v0.10.0 

type SetTrialStatusReply struct {
}

func (*SetTrialStatusReply) Descriptor added in v0.10.0 

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

func (*SetTrialStatusReply) ProtoMessage added in v0.10.0 

func (*SetTrialStatusReply) ProtoMessage()

func (*SetTrialStatusReply) Reset added in v0.10.0 

func (m *SetTrialStatusReply) Reset()

func (*SetTrialStatusReply) String added in v0.10.0 

func (m *SetTrialStatusReply) String() string

type SetTrialStatusRequest added in v0.10.0 

type SetTrialStatusRequest struct {
	TrialName string `protobuf:"bytes,1,opt,name=trial_name,json=trialName" json:"trial_name,omitempty"`
}

func (*SetTrialStatusRequest) Descriptor added in v0.10.0 

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

func (*SetTrialStatusRequest) GetTrialName added in v0.10.0 

func (m *SetTrialStatusRequest) GetTrialName() string

func (*SetTrialStatusRequest) ProtoMessage added in v0.10.0 

func (*SetTrialStatusRequest) ProtoMessage()

func (*SetTrialStatusRequest) Reset added in v0.10.0 

func (m *SetTrialStatusRequest) Reset()

func (*SetTrialStatusRequest) String added in v0.10.0 

func (m *SetTrialStatusRequest) String() string

type SuggestionClient 

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

func NewSuggestionClient 

func NewSuggestionClient(cc *grpc.ClientConn) SuggestionClient

type SuggestionServer 

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

type Trial 

type Trial struct {
	Name   string       `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
	Spec   *TrialSpec   `protobuf:"bytes,2,opt,name=spec" json:"spec,omitempty"`
	Status *TrialStatus `protobuf:"bytes,3,opt,name=status" json:"status,omitempty"`
}

* Structure for a single Trial.

func (*Trial) Descriptor 

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

func (*Trial) GetName 

func (m *Trial) GetName() string

func (*Trial) GetSpec 

func (m *Trial) GetSpec() *TrialSpec

func (*Trial) GetStatus 

func (m *Trial) GetStatus() *TrialStatus

func (*Trial) ProtoMessage 

func (*Trial) ProtoMessage()

func (*Trial) Reset 

func (m *Trial) Reset()

func (*Trial) String 

func (m *Trial) String() string

type TrialSpec 

type TrialSpec struct {
	Objective            *ObjectiveSpec                  `protobuf:"bytes,2,opt,name=objective" json:"objective,omitempty"`
	ParameterAssignments *TrialSpec_ParameterAssignments `protobuf:"bytes,3,opt,name=parameter_assignments,json=parameterAssignments" json:"parameter_assignments,omitempty"`
	Labels               map[string]string               `` /* 132-byte string literal not displayed */
}

* Specification of a Trial. It represents Trial's parameter assignments and objective.

func (*TrialSpec) Descriptor 

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

func (*TrialSpec) GetLabels added in v0.14.0 

func (m *TrialSpec) GetLabels() map[string]string

func (*TrialSpec) GetObjective 

func (m *TrialSpec) GetObjective() *ObjectiveSpec

func (*TrialSpec) GetParameterAssignments 

func (m *TrialSpec) GetParameterAssignments() *TrialSpec_ParameterAssignments

func (*TrialSpec) ProtoMessage 

func (*TrialSpec) ProtoMessage()

func (*TrialSpec) Reset 

func (m *TrialSpec) Reset()

func (*TrialSpec) String 

func (m *TrialSpec) String() string

type TrialSpec_ParameterAssignments 

type TrialSpec_ParameterAssignments struct {
	Assignments []*ParameterAssignment `protobuf:"bytes,1,rep,name=assignments" json:"assignments,omitempty"`
}

* List of ParameterAssignment

func (*TrialSpec_ParameterAssignments) Descriptor 

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

func (*TrialSpec_ParameterAssignments) GetAssignments 

func (m *TrialSpec_ParameterAssignments) GetAssignments() []*ParameterAssignment

func (*TrialSpec_ParameterAssignments) ProtoMessage 

func (*TrialSpec_ParameterAssignments) ProtoMessage()

func (*TrialSpec_ParameterAssignments) Reset 

func (m *TrialSpec_ParameterAssignments) Reset()

func (*TrialSpec_ParameterAssignments) String 

func (m *TrialSpec_ParameterAssignments) String() string

type TrialStatus 

type TrialStatus struct {
	StartTime      string                         `protobuf:"bytes,1,opt,name=start_time,json=startTime" json:"start_time,omitempty"`
	CompletionTime string                         `protobuf:"bytes,2,opt,name=completion_time,json=completionTime" json:"completion_time,omitempty"`
	Condition      TrialStatus_TrialConditionType `protobuf:"varint,3,opt,name=condition,enum=api.v1.beta1.TrialStatus_TrialConditionType" json:"condition,omitempty"`
	Observation    *Observation                   `protobuf:"bytes,4,opt,name=observation" json:"observation,omitempty"`
}

* Current Trial status. It contains Trial's latest condition, start time, completion time, observation.

func (*TrialStatus) Descriptor 

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

func (*TrialStatus) GetCompletionTime 

func (m *TrialStatus) GetCompletionTime() string

func (*TrialStatus) GetCondition 

func (m *TrialStatus) GetCondition() TrialStatus_TrialConditionType

func (*TrialStatus) GetObservation 

func (m *TrialStatus) GetObservation() *Observation

func (*TrialStatus) GetStartTime 

func (m *TrialStatus) GetStartTime() string

func (*TrialStatus) ProtoMessage 

func (*TrialStatus) ProtoMessage()

func (*TrialStatus) Reset 

func (m *TrialStatus) Reset()

func (*TrialStatus) String 

func (m *TrialStatus) String() string

type TrialStatus_TrialConditionType 

type TrialStatus_TrialConditionType int32

Trial can be in one of 8 conditions. TODO (andreyvelich): Remove unused conditions. 

const (
	TrialStatus_CREATED            TrialStatus_TrialConditionType = 0
	TrialStatus_RUNNING            TrialStatus_TrialConditionType = 1
	TrialStatus_SUCCEEDED          TrialStatus_TrialConditionType = 2
	TrialStatus_KILLED             TrialStatus_TrialConditionType = 3
	TrialStatus_FAILED             TrialStatus_TrialConditionType = 4
	TrialStatus_METRICSUNAVAILABLE TrialStatus_TrialConditionType = 5
	TrialStatus_EARLYSTOPPED       TrialStatus_TrialConditionType = 6
	TrialStatus_UNKNOWN            TrialStatus_TrialConditionType = 7
)

func (TrialStatus_TrialConditionType) EnumDescriptor 

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

func (TrialStatus_TrialConditionType) String 

func (x TrialStatus_TrialConditionType) String() string

type ValidateAlgorithmSettingsReply 

type ValidateAlgorithmSettingsReply struct {
}

* Return INVALID_ARGUMENT Error if Algorithm Settings are not Valid

func (*ValidateAlgorithmSettingsReply) Descriptor 

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

func (*ValidateAlgorithmSettingsReply) ProtoMessage 

func (*ValidateAlgorithmSettingsReply) ProtoMessage()

func (*ValidateAlgorithmSettingsReply) Reset 

func (m *ValidateAlgorithmSettingsReply) Reset()

func (*ValidateAlgorithmSettingsReply) String 

func (m *ValidateAlgorithmSettingsReply) String() string

type ValidateAlgorithmSettingsRequest 

type ValidateAlgorithmSettingsRequest struct {
	Experiment *Experiment `protobuf:"bytes,1,opt,name=experiment" json:"experiment,omitempty"`
}

func (*ValidateAlgorithmSettingsRequest) Descriptor 

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

func (*ValidateAlgorithmSettingsRequest) GetExperiment 

func (m *ValidateAlgorithmSettingsRequest) GetExperiment() *Experiment

func (*ValidateAlgorithmSettingsRequest) ProtoMessage 

func (*ValidateAlgorithmSettingsRequest) ProtoMessage()

func (*ValidateAlgorithmSettingsRequest) Reset 

func (m *ValidateAlgorithmSettingsRequest) Reset()

func (*ValidateAlgorithmSettingsRequest) String 

func (m *ValidateAlgorithmSettingsRequest) String() string

type ValidateEarlyStoppingSettingsReply added in v0.13.0 

type ValidateEarlyStoppingSettingsReply struct {
}

* Return INVALID_ARGUMENT Error if Early Stopping Settings are not Valid

func (*ValidateEarlyStoppingSettingsReply) Descriptor added in v0.13.0 

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

func (*ValidateEarlyStoppingSettingsReply) ProtoMessage added in v0.13.0 

func (*ValidateEarlyStoppingSettingsReply) ProtoMessage()

func (*ValidateEarlyStoppingSettingsReply) Reset added in v0.13.0 

func (m *ValidateEarlyStoppingSettingsReply) Reset()

func (*ValidateEarlyStoppingSettingsReply) String added in v0.13.0 

func (m *ValidateEarlyStoppingSettingsReply) String() string

type ValidateEarlyStoppingSettingsRequest added in v0.13.0 

type ValidateEarlyStoppingSettingsRequest struct {
	EarlyStopping *EarlyStoppingSpec `protobuf:"bytes,1,opt,name=early_stopping,json=earlyStopping" json:"early_stopping,omitempty"`
}

func (*ValidateEarlyStoppingSettingsRequest) Descriptor added in v0.13.0 

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

func (*ValidateEarlyStoppingSettingsRequest) GetEarlyStopping added in v0.13.0 

func (m *ValidateEarlyStoppingSettingsRequest) GetEarlyStopping() *EarlyStoppingSpec

func (*ValidateEarlyStoppingSettingsRequest) ProtoMessage added in v0.13.0 

func (*ValidateEarlyStoppingSettingsRequest) ProtoMessage()

func (*ValidateEarlyStoppingSettingsRequest) Reset added in v0.13.0 

func (m *ValidateEarlyStoppingSettingsRequest) Reset()

func (*ValidateEarlyStoppingSettingsRequest) String added in v0.13.0 

func (m *ValidateEarlyStoppingSettingsRequest) String() string

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