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 SetTrialStatusRequest SetTrialStatusReply
Index ¶
- Variables
- func RegisterDBManagerServer(s *grpc.Server, srv DBManagerServer)
- func RegisterEarlyStoppingServer(s *grpc.Server, srv EarlyStoppingServer)
- func RegisterSuggestionServer(s *grpc.Server, srv SuggestionServer)
- type AlgorithmSetting
- type AlgorithmSpec
- type ComparisonType
- type DBManagerClient
- type DBManagerServer
- type DeleteObservationLogReply
- type DeleteObservationLogRequest
- type EarlyStoppingClient
- type EarlyStoppingRule
- func (*EarlyStoppingRule) Descriptor() ([]byte, []int)
- func (m *EarlyStoppingRule) GetComparison() ComparisonType
- func (m *EarlyStoppingRule) GetName() string
- func (m *EarlyStoppingRule) GetStartStep() int32
- func (m *EarlyStoppingRule) GetValue() string
- func (*EarlyStoppingRule) ProtoMessage()
- func (m *EarlyStoppingRule) Reset()
- func (m *EarlyStoppingRule) String() string
- type EarlyStoppingServer
- type EarlyStoppingSetting
- type EarlyStoppingSpec
- func (*EarlyStoppingSpec) Descriptor() ([]byte, []int)
- func (m *EarlyStoppingSpec) GetAlgorithmName() string
- func (m *EarlyStoppingSpec) GetAlgorithmSettings() []*EarlyStoppingSetting
- func (*EarlyStoppingSpec) ProtoMessage()
- func (m *EarlyStoppingSpec) Reset()
- func (m *EarlyStoppingSpec) String() string
- type Experiment
- type ExperimentSpec
- func (*ExperimentSpec) Descriptor() ([]byte, []int)
- func (m *ExperimentSpec) GetAlgorithm() *AlgorithmSpec
- func (m *ExperimentSpec) GetEarlyStopping() *EarlyStoppingSpec
- func (m *ExperimentSpec) GetMaxTrialCount() int32
- func (m *ExperimentSpec) GetNasConfig() *NasConfig
- func (m *ExperimentSpec) GetObjective() *ObjectiveSpec
- func (m *ExperimentSpec) GetParallelTrialCount() int32
- func (m *ExperimentSpec) GetParameterSpecs() *ExperimentSpec_ParameterSpecs
- func (*ExperimentSpec) ProtoMessage()
- func (m *ExperimentSpec) Reset()
- func (m *ExperimentSpec) String() string
- type ExperimentSpec_ParameterSpecs
- type FeasibleSpace
- func (*FeasibleSpace) Descriptor() ([]byte, []int)
- func (m *FeasibleSpace) GetList() []string
- func (m *FeasibleSpace) GetMax() string
- func (m *FeasibleSpace) GetMin() string
- func (m *FeasibleSpace) GetStep() string
- func (*FeasibleSpace) ProtoMessage()
- func (m *FeasibleSpace) Reset()
- func (m *FeasibleSpace) String() string
- type GetEarlyStoppingRulesReply
- type GetEarlyStoppingRulesRequest
- func (*GetEarlyStoppingRulesRequest) Descriptor() ([]byte, []int)
- func (m *GetEarlyStoppingRulesRequest) GetDbManagerAddress() string
- func (m *GetEarlyStoppingRulesRequest) GetExperiment() *Experiment
- func (m *GetEarlyStoppingRulesRequest) GetTrials() []*Trial
- func (*GetEarlyStoppingRulesRequest) ProtoMessage()
- func (m *GetEarlyStoppingRulesRequest) Reset()
- func (m *GetEarlyStoppingRulesRequest) String() string
- type GetObservationLogReply
- type GetObservationLogRequest
- func (*GetObservationLogRequest) Descriptor() ([]byte, []int)
- func (m *GetObservationLogRequest) GetEndTime() string
- func (m *GetObservationLogRequest) GetMetricName() string
- func (m *GetObservationLogRequest) GetStartTime() string
- func (m *GetObservationLogRequest) GetTrialName() string
- func (*GetObservationLogRequest) ProtoMessage()
- func (m *GetObservationLogRequest) Reset()
- func (m *GetObservationLogRequest) String() string
- type GetSuggestionsReply
- func (*GetSuggestionsReply) Descriptor() ([]byte, []int)
- func (m *GetSuggestionsReply) GetAlgorithm() *AlgorithmSpec
- func (m *GetSuggestionsReply) GetEarlyStoppingRules() []*EarlyStoppingRule
- func (m *GetSuggestionsReply) GetParameterAssignments() []*GetSuggestionsReply_ParameterAssignments
- func (*GetSuggestionsReply) ProtoMessage()
- func (m *GetSuggestionsReply) Reset()
- func (m *GetSuggestionsReply) String() string
- type GetSuggestionsReply_ParameterAssignments
- func (*GetSuggestionsReply_ParameterAssignments) Descriptor() ([]byte, []int)
- func (m *GetSuggestionsReply_ParameterAssignments) GetAssignments() []*ParameterAssignment
- func (*GetSuggestionsReply_ParameterAssignments) ProtoMessage()
- func (m *GetSuggestionsReply_ParameterAssignments) Reset()
- func (m *GetSuggestionsReply_ParameterAssignments) String() string
- type GetSuggestionsRequest
- func (*GetSuggestionsRequest) Descriptor() ([]byte, []int)
- func (m *GetSuggestionsRequest) GetExperiment() *Experiment
- func (m *GetSuggestionsRequest) GetRequestNumber() int32
- func (m *GetSuggestionsRequest) GetTrials() []*Trial
- func (*GetSuggestionsRequest) ProtoMessage()
- func (m *GetSuggestionsRequest) Reset()
- func (m *GetSuggestionsRequest) String() string
- type GraphConfig
- type Metric
- type MetricLog
- type NasConfig
- type NasConfig_Operations
- type ObjectiveSpec
- func (*ObjectiveSpec) Descriptor() ([]byte, []int)
- func (m *ObjectiveSpec) GetAdditionalMetricNames() []string
- func (m *ObjectiveSpec) GetGoal() float64
- func (m *ObjectiveSpec) GetObjectiveMetricName() string
- func (m *ObjectiveSpec) GetType() ObjectiveType
- func (*ObjectiveSpec) ProtoMessage()
- func (m *ObjectiveSpec) Reset()
- func (m *ObjectiveSpec) String() string
- type ObjectiveType
- type Observation
- type ObservationLog
- type Operation
- type Operation_ParameterSpecs
- type ParameterAssignment
- type ParameterSpec
- func (*ParameterSpec) Descriptor() ([]byte, []int)
- func (m *ParameterSpec) GetFeasibleSpace() *FeasibleSpace
- func (m *ParameterSpec) GetName() string
- func (m *ParameterSpec) GetParameterType() ParameterType
- func (*ParameterSpec) ProtoMessage()
- func (m *ParameterSpec) Reset()
- func (m *ParameterSpec) String() string
- type ParameterType
- type ReportObservationLogReply
- type ReportObservationLogRequest
- func (*ReportObservationLogRequest) Descriptor() ([]byte, []int)
- func (m *ReportObservationLogRequest) GetObservationLog() *ObservationLog
- func (m *ReportObservationLogRequest) GetTrialName() string
- func (*ReportObservationLogRequest) ProtoMessage()
- func (m *ReportObservationLogRequest) Reset()
- func (m *ReportObservationLogRequest) String() string
- type SetTrialStatusReply
- type SetTrialStatusRequest
- type SuggestionClient
- type SuggestionServer
- type Trial
- type TrialSpec
- type TrialSpec_ParameterAssignments
- func (*TrialSpec_ParameterAssignments) Descriptor() ([]byte, []int)
- func (m *TrialSpec_ParameterAssignments) GetAssignments() []*ParameterAssignment
- func (*TrialSpec_ParameterAssignments) ProtoMessage()
- func (m *TrialSpec_ParameterAssignments) Reset()
- func (m *TrialSpec_ParameterAssignments) String() string
- type TrialStatus
- func (*TrialStatus) Descriptor() ([]byte, []int)
- func (m *TrialStatus) GetCompletionTime() string
- func (m *TrialStatus) GetCondition() TrialStatus_TrialConditionType
- func (m *TrialStatus) GetObservation() *Observation
- func (m *TrialStatus) GetStartTime() string
- func (*TrialStatus) ProtoMessage()
- func (m *TrialStatus) Reset()
- func (m *TrialStatus) String() string
- type TrialStatus_TrialConditionType
- type ValidateAlgorithmSettingsReply
- type ValidateAlgorithmSettingsRequest
- func (*ValidateAlgorithmSettingsRequest) Descriptor() ([]byte, []int)
- func (m *ValidateAlgorithmSettingsRequest) GetExperiment() *Experiment
- func (*ValidateAlgorithmSettingsRequest) ProtoMessage()
- func (m *ValidateAlgorithmSettingsRequest) Reset()
- func (m *ValidateAlgorithmSettingsRequest) String() string
Constants ¶
This section is empty.
Variables ¶
var ComparisonType_name = map[int32]string{
0: "UNKNOWN_COMPARISON",
1: "EQUAL",
2: "LESS",
3: "GREATER",
}
var ComparisonType_value = map[string]int32{
"UNKNOWN_COMPARISON": 0,
"EQUAL": 1,
"LESS": 2,
"GREATER": 3,
}
var ObjectiveType_name = map[int32]string{
0: "UNKNOWN",
1: "MINIMIZE",
2: "MAXIMIZE",
}
var ObjectiveType_value = map[string]int32{
"UNKNOWN": 0,
"MINIMIZE": 1,
"MAXIMIZE": 2,
}
var ParameterType_name = map[int32]string{
0: "UNKNOWN_TYPE",
1: "DOUBLE",
2: "INT",
3: "DISCRETE",
4: "CATEGORICAL",
}
var ParameterType_value = map[string]int32{
"UNKNOWN_TYPE": 0,
"DOUBLE": 1,
"INT": 2,
"DISCRETE": 3,
"CATEGORICAL": 4,
}
var TrialStatus_TrialConditionType_name = map[int32]string{
0: "CREATED",
1: "RUNNING",
2: "SUCCEEDED",
3: "KILLED",
4: "FAILED",
5: "EARLYSTOPPED",
6: "UNKNOWN",
}
var TrialStatus_TrialConditionType_value = map[string]int32{
"CREATED": 0,
"RUNNING": 1,
"SUCCEEDED": 2,
"KILLED": 3,
"FAILED": 4,
"EARLYSTOPPED": 5,
"UNKNOWN": 6,
}
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) }
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) }
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"`
}
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 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) ProtoMessage ¶
func (*Metric) ProtoMessage()
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) GetTimeStamp ¶
func (*MetricLog) ProtoMessage ¶
func (*MetricLog) ProtoMessage()
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) GetGraphConfig ¶
func (m *NasConfig) GetGraphConfig() *GraphConfig
func (*NasConfig) GetOperations ¶
func (m *NasConfig) GetOperations() *NasConfig_Operations
func (*NasConfig) ProtoMessage ¶
func (*NasConfig) ProtoMessage()
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) GetOperationType ¶
func (*Operation) GetParameterSpecs ¶
func (m *Operation) GetParameterSpecs() *Operation_ParameterSpecs
func (*Operation) ProtoMessage ¶
func (*Operation) ProtoMessage()
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) GetStatus ¶
func (m *Trial) GetStatus() *TrialStatus
func (*Trial) ProtoMessage ¶
func (*Trial) ProtoMessage()
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"` }
* Specification of a Trial. It represents Trial's parameter assignments and objective.
func (*TrialSpec) Descriptor ¶
func (*TrialSpec) GetObjective ¶
func (m *TrialSpec) GetObjective() *ObjectiveSpec
func (*TrialSpec) GetParameterAssignments ¶
func (m *TrialSpec) GetParameterAssignments() *TrialSpec_ParameterAssignments
func (*TrialSpec) ProtoMessage ¶
func (*TrialSpec) ProtoMessage()
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 6 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_EARLYSTOPPED TrialStatus_TrialConditionType = 5 TrialStatus_UNKNOWN TrialStatus_TrialConditionType = 6 )
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