api_v1_alpha3

package
v0.10.0 Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Nov 7, 2020 License: Apache-2.0 Imports: 13 Imported by: 0

Documentation

Overview

Package api_v1_alpha3 is a generated protocol buffer package.

It is generated from these files: 

api.proto

It has these top-level messages: 

FeasibleSpace
ParameterSpec
ObjectiveSpec
AlgorithmSetting
EarlyStoppingSpec
AlgorithmSpec
NasConfig
GraphConfig
Operation
ExperimentSpec
Experiment
ParameterAssignment
Metric
MetricLog
Observation
ObservationLog
TrialSpec
TrialStatus
Trial
ReportObservationLogRequest
ReportObservationLogReply
DeleteObservationLogRequest
DeleteObservationLogReply
GetObservationLogRequest
GetObservationLogReply
GetSuggestionsRequest
GetSuggestionsReply
ValidateAlgorithmSettingsRequest
ValidateAlgorithmSettingsReply

Package api_v1_alpha3 is a reverse proxy.

It translates gRPC into RESTful JSON APIs.

Index

Constants

This section is empty.

Variables

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: "UNKNOWN",
}
View Source 
var TrialStatus_TrialConditionType_value = map[string]int32{
	"CREATED":   0,
	"RUNNING":   1,
	"SUCCEEDED": 2,
	"KILLED":    3,
	"FAILED":    4,
	"UNKNOWN":   5,
}

Functions

func RegisterEarlyStoppingServer 

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

func RegisterManagerHandler 

func RegisterManagerHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc.ClientConn) error

RegisterManagerHandler registers the http handlers for service Manager to "mux". The handlers forward requests to the grpc endpoint over "conn".

func RegisterManagerHandlerFromEndpoint 

func RegisterManagerHandlerFromEndpoint(ctx context.Context, mux *runtime.ServeMux, endpoint string, opts []grpc.DialOption) (err error)

RegisterManagerHandlerFromEndpoint is same as RegisterManagerHandler but automatically dials to "endpoint" and closes the connection when "ctx" gets done.

func RegisterManagerServer 

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

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"`
}

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"`
	AlgorithmSetting  []*AlgorithmSetting `protobuf:"bytes,2,rep,name=algorithm_setting,json=algorithmSetting" json:"algorithm_setting,omitempty"`
	EarlyStoppingSpec *EarlyStoppingSpec  `protobuf:"bytes,3,opt,name=early_stopping_spec,json=earlyStoppingSpec" json:"early_stopping_spec,omitempty"`
}

func (*AlgorithmSpec) Descriptor 

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

func (*AlgorithmSpec) GetAlgorithmName 

func (m *AlgorithmSpec) GetAlgorithmName() string

func (*AlgorithmSpec) GetAlgorithmSetting 

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

func (*AlgorithmSpec) GetEarlyStoppingSpec 

func (m *AlgorithmSpec) GetEarlyStoppingSpec() *EarlyStoppingSpec

func (*AlgorithmSpec) ProtoMessage 

func (*AlgorithmSpec) ProtoMessage()

func (*AlgorithmSpec) Reset 

func (m *AlgorithmSpec) Reset()

func (*AlgorithmSpec) String 

func (m *AlgorithmSpec) String() string

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 {
}

func NewEarlyStoppingClient 

func NewEarlyStoppingClient(cc *grpc.ClientConn) EarlyStoppingClient

type EarlyStoppingServer 

type EarlyStoppingServer interface {
}

type EarlyStoppingSpec 

type EarlyStoppingSpec struct {
}

func (*EarlyStoppingSpec) Descriptor 

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

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"`
}

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"`
	TrialTemplate        string                         `protobuf:"bytes,4,opt,name=trial_template,json=trialTemplate" json:"trial_template,omitempty"`
	MetricsCollectorSpec string                         `protobuf:"bytes,5,opt,name=metrics_collector_spec,json=metricsCollectorSpec" json:"metrics_collector_spec,omitempty"`
	ParallelTrialCount   int32                          `protobuf:"varint,6,opt,name=parallel_trial_count,json=parallelTrialCount" json:"parallel_trial_count,omitempty"`
	MaxTrialCount        int32                          `protobuf:"varint,7,opt,name=max_trial_count,json=maxTrialCount" json:"max_trial_count,omitempty"`
	NasConfig            *NasConfig                     `protobuf:"bytes,8,opt,name=nas_config,json=nasConfig" json:"nas_config,omitempty"`
}

* Spec of a 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 a Experiment.

func (*ExperimentSpec) Descriptor 

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

func (*ExperimentSpec) GetAlgorithm 

func (m *ExperimentSpec) GetAlgorithm() *AlgorithmSpec

func (*ExperimentSpec) GetMaxTrialCount 

func (m *ExperimentSpec) GetMaxTrialCount() int32

func (*ExperimentSpec) GetMetricsCollectorSpec 

func (m *ExperimentSpec) GetMetricsCollectorSpec() string

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) GetTrialTemplate 

func (m *ExperimentSpec) GetTrialTemplate() string

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 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"`
}

func (*GetSuggestionsReply) Descriptor 

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

func (*GetSuggestionsReply) GetAlgorithm 

func (m *GetSuggestionsReply) GetAlgorithm() *AlgorithmSpec

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"`
}

func (*GetSuggestionsReply_ParameterAssignments) Descriptor 

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

func (*GetSuggestionsReply_ParameterAssignments) GetAssignments 

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

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"`
	RequestNumber int32       `protobuf:"varint,3,opt,name=request_number,json=requestNumber" json:"request_number,omitempty"`
}

func (*GetSuggestionsRequest) Descriptor 

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

func (*GetSuggestionsRequest) GetExperiment 

func (m *GetSuggestionsRequest) GetExperiment() *Experiment

func (*GetSuggestionsRequest) GetRequestNumber 

func (m *GetSuggestionsRequest) GetRequestNumber() 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 ManagerClient 

type ManagerClient 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 NewManagerClient 

func NewManagerClient(cc *grpc.ClientConn) ManagerClient

type ManagerServer 

type ManagerServer 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 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.alpha3.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"`
	AdditionalMetricNames []string      `protobuf:"bytes,4,rep,name=additional_metric_names,json=additionalMetricNames" json:"additional_metric_names,omitempty"`
}

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  `` /* 127-byte string literal not displayed */
	FeasibleSpace *FeasibleSpace `protobuf:"bytes,3,opt,name=feasible_space,json=feasibleSpace" json:"feasible_space,omitempty"`
}

* Config for a Hyper parameter. 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 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"`
}

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 {
	ExperimentName       string                          `protobuf:"bytes,1,opt,name=experiment_name,json=experimentName" json:"experiment_name,omitempty"`
	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"`
	RunSpec              string                          `protobuf:"bytes,4,opt,name=run_spec,json=runSpec" json:"run_spec,omitempty"`
	MetricsCollectorSpec string                          `protobuf:"bytes,5,opt,name=metrics_collector_spec,json=metricsCollectorSpec" json:"metrics_collector_spec,omitempty"`
}

func (*TrialSpec) Descriptor 

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

func (*TrialSpec) GetExperimentName 

func (m *TrialSpec) GetExperimentName() string

func (*TrialSpec) GetMetricsCollectorSpec 

func (m *TrialSpec) GetMetricsCollectorSpec() string

func (*TrialSpec) GetObjective 

func (m *TrialSpec) GetObjective() *ObjectiveSpec

func (*TrialSpec) GetParameterAssignments 

func (m *TrialSpec) GetParameterAssignments() *TrialSpec_ParameterAssignments

func (*TrialSpec) GetRunSpec 

func (m *TrialSpec) GetRunSpec() string

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.alpha3.TrialStatus_TrialConditionType" json:"condition,omitempty"`
	Observation    *Observation                   `protobuf:"bytes,4,opt,name=observation" json:"observation,omitempty"`
}

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
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_UNKNOWN   TrialStatus_TrialConditionType = 5
)

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

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