experimentv1

package
v0.0.0-...-3511abf Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Nov 2, 2023 License: Apache-2.0 Imports: 8 Imported by: 2

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var (
	State_name = map[int32]string{
		0:  "STATE_UNSPECIFIED",
		1:  "STATE_ACTIVE",
		2:  "STATE_PAUSED",
		3:  "STATE_STOPPING_COMPLETED",
		4:  "STATE_STOPPING_CANCELED",
		5:  "STATE_STOPPING_ERROR",
		6:  "STATE_COMPLETED",
		7:  "STATE_CANCELED",
		8:  "STATE_ERROR",
		9:  "STATE_DELETED",
		10: "STATE_DELETING",
		11: "STATE_DELETE_FAILED",
		12: "STATE_STOPPING_KILLED",
		13: "STATE_QUEUED",
		14: "STATE_PULLING",
		15: "STATE_STARTING",
		16: "STATE_RUNNING",
	}
	State_value = map[string]int32{
		"STATE_UNSPECIFIED":        0,
		"STATE_ACTIVE":             1,
		"STATE_PAUSED":             2,
		"STATE_STOPPING_COMPLETED": 3,
		"STATE_STOPPING_CANCELED":  4,
		"STATE_STOPPING_ERROR":     5,
		"STATE_COMPLETED":          6,
		"STATE_CANCELED":           7,
		"STATE_ERROR":              8,
		"STATE_DELETED":            9,
		"STATE_DELETING":           10,
		"STATE_DELETE_FAILED":      11,
		"STATE_STOPPING_KILLED":    12,
		"STATE_QUEUED":             13,
		"STATE_PULLING":            14,
		"STATE_STARTING":           15,
		"STATE_RUNNING":            16,
	}
)

Enum value maps for State.

View Source 
var (
	RunnableType_name = map[int32]string{
		0: "RUNNABLE_TYPE_UNSPECIFIED",
		1: "RUNNABLE_TYPE_TRAIN",
		2: "RUNNABLE_TYPE_VALIDATE",
	}
	RunnableType_value = map[string]int32{
		"RUNNABLE_TYPE_UNSPECIFIED": 0,
		"RUNNABLE_TYPE_TRAIN":       1,
		"RUNNABLE_TYPE_VALIDATE":    2,
	}
)

Enum value maps for RunnableType.

View Source 
var (
	TrialExitedEarly_ExitedReason_name = map[int32]string{
		0: "EXITED_REASON_UNSPECIFIED",
		1: "EXITED_REASON_INVALID_HP",
		2: "EXITED_REASON_USER_REQUESTED_STOP",
		3: "EXITED_REASON_USER_CANCELED",
	}
	TrialExitedEarly_ExitedReason_value = map[string]int32{
		"EXITED_REASON_UNSPECIFIED":         0,
		"EXITED_REASON_INVALID_HP":          1,
		"EXITED_REASON_USER_REQUESTED_STOP": 2,
		"EXITED_REASON_USER_CANCELED":       3,
	}
)

Enum value maps for TrialExitedEarly_ExitedReason.

View Source 
var File_determined_experiment_v1_experiment_proto protoreflect.FileDescriptor
View Source 
var File_determined_experiment_v1_searcher_proto protoreflect.FileDescriptor

Functions

This section is empty.

Types

type CloseTrialOperation 

type CloseTrialOperation struct {

	// The ID of the trial to close.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// contains filtered or unexported fields
}

Close a trial with given ID.

func (*CloseTrialOperation) Descriptor deprecated 

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

Deprecated: Use CloseTrialOperation.ProtoReflect.Descriptor instead.

func (*CloseTrialOperation) GetRequestId 

func (x *CloseTrialOperation) GetRequestId() string

func (*CloseTrialOperation) ProtoMessage 

func (*CloseTrialOperation) ProtoMessage()

func (*CloseTrialOperation) ProtoReflect 

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

func (*CloseTrialOperation) Reset 

func (x *CloseTrialOperation) Reset()

func (*CloseTrialOperation) String 

func (x *CloseTrialOperation) String() string

type CompleteValidateAfterOperation 

type CompleteValidateAfterOperation struct {

	// The ValidateAfterOperation being completed.
	Op *ValidateAfterOperation `protobuf:"bytes,1,opt,name=op,proto3" json:"op,omitempty"`
	// The value of searcher metric associated with this completed operation.
	// The metric provided should be the metric used to guide HP search.
	SearcherMetric *_struct.Value `protobuf:"bytes,2,opt,name=searcher_metric,json=searcherMetric,proto3" json:"searcher_metric,omitempty"`
	// contains filtered or unexported fields
}

Used to complete a ValidateAfterOperation.

func (*CompleteValidateAfterOperation) Descriptor deprecated 

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

Deprecated: Use CompleteValidateAfterOperation.ProtoReflect.Descriptor instead.

func (*CompleteValidateAfterOperation) GetOp 

func (x *CompleteValidateAfterOperation) GetOp() *ValidateAfterOperation

func (*CompleteValidateAfterOperation) GetSearcherMetric 

func (x *CompleteValidateAfterOperation) GetSearcherMetric() *_struct.Value

func (*CompleteValidateAfterOperation) ProtoMessage 

func (*CompleteValidateAfterOperation) ProtoMessage()

func (*CompleteValidateAfterOperation) ProtoReflect 

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

func (*CompleteValidateAfterOperation) Reset 

func (x *CompleteValidateAfterOperation) Reset()

func (*CompleteValidateAfterOperation) String 

func (x *CompleteValidateAfterOperation) String() string

type CreateTrialOperation 

type CreateTrialOperation struct {

	// The ID of the trial to create.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// A JSON object representing the hyperparameters.
	Hyperparams string `protobuf:"bytes,2,opt,name=hyperparams,proto3" json:"hyperparams,omitempty"`
	// contains filtered or unexported fields
}

Create a trial with given hyperparameters.

func (*CreateTrialOperation) Descriptor deprecated 

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

Deprecated: Use CreateTrialOperation.ProtoReflect.Descriptor instead.

func (*CreateTrialOperation) GetHyperparams 

func (x *CreateTrialOperation) GetHyperparams() string

func (*CreateTrialOperation) GetRequestId 

func (x *CreateTrialOperation) GetRequestId() string

func (*CreateTrialOperation) ProtoMessage 

func (*CreateTrialOperation) ProtoMessage()

func (*CreateTrialOperation) ProtoReflect 

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

func (*CreateTrialOperation) Reset 

func (x *CreateTrialOperation) Reset()

func (*CreateTrialOperation) String 

func (x *CreateTrialOperation) String() string

type Experiment 

type Experiment struct {

	// The id of the experiment.
	Id int32 `protobuf:"varint,1,opt,name=id,proto3" json:"id,omitempty"`
	// The description of the experiment.
	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
	// Labels attached to the experiment.
	Labels []string `protobuf:"bytes,3,rep,name=labels,proto3" json:"labels,omitempty"`
	// The time the experiment was started.
	StartTime *timestamp.Timestamp `protobuf:"bytes,4,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`
	// The time the experiment ended if the experiment is stopped.
	EndTime *timestamp.Timestamp `protobuf:"bytes,5,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`
	// The current state of the experiment.
	State State `protobuf:"varint,6,opt,name=state,proto3,enum=determined.experiment.v1.State" json:"state,omitempty"`
	// Boolean denoting whether the experiment was archived.
	Archived bool `protobuf:"varint,7,opt,name=archived,proto3" json:"archived,omitempty"`
	// The number of trials linked to the experiment.
	NumTrials int32 `protobuf:"varint,8,opt,name=num_trials,json=numTrials,proto3" json:"num_trials,omitempty"`
	// The ids of trials linked to the experiment.
	TrialIds []int32 `protobuf:"varint,20,rep,packed,name=trial_ids,json=trialIds,proto3" json:"trial_ids,omitempty"`
	// The display name of the user that created the experiment.
	DisplayName string `protobuf:"bytes,18,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// The id of the user that created the experiment.
	UserId int32 `protobuf:"varint,19,opt,name=user_id,json=userId,proto3" json:"user_id,omitempty"`
	// The username of the user that created the experiment.
	Username string `protobuf:"bytes,10,opt,name=username,proto3" json:"username,omitempty"`
	// The resource pool the experiment was created in
	ResourcePool string `protobuf:"bytes,11,opt,name=resource_pool,json=resourcePool,proto3" json:"resource_pool,omitempty"`
	// The type of searcher for the experiment
	SearcherType string `protobuf:"bytes,12,opt,name=searcher_type,json=searcherType,proto3" json:"searcher_type,omitempty"`
	// The searcher metric name for the experiment
	SearcherMetric string `protobuf:"bytes,42,opt,name=searcher_metric,json=searcherMetric,proto3" json:"searcher_metric,omitempty"`
	// The experiment name.
	Name string `protobuf:"bytes,13,opt,name=name,proto3" json:"name,omitempty"`
	// The experiment notes.
	Notes string `protobuf:"bytes,14,opt,name=notes,proto3" json:"notes,omitempty"`
	// Associated job's id.
	JobId string `protobuf:"bytes,15,opt,name=job_id,json=jobId,proto3" json:"job_id,omitempty"`
	// Original id of a forked or continued experiment.
	ForkedFrom *wrappers.Int32Value `protobuf:"bytes,16,opt,name=forked_from,json=forkedFrom,proto3" json:"forked_from,omitempty"`
	// The current progress of a running experiment.
	Progress *wrappers.DoubleValue `protobuf:"bytes,17,opt,name=progress,proto3" json:"progress,omitempty"`
	// The id of the project associated with this experiment.
	ProjectId int32 `protobuf:"varint,21,opt,name=project_id,json=projectId,proto3" json:"project_id,omitempty"`
	// The name of the project associated with this experiment.
	ProjectName string `protobuf:"bytes,22,opt,name=project_name,json=projectName,proto3" json:"project_name,omitempty"`
	// The id of the workspace associated with this experiment.
	WorkspaceId int32 `protobuf:"varint,23,opt,name=workspace_id,json=workspaceId,proto3" json:"workspace_id,omitempty"`
	// The name of the workspace associated with this experiment.
	WorkspaceName string `protobuf:"bytes,24,opt,name=workspace_name,json=workspaceName,proto3" json:"workspace_name,omitempty"`
	// The archived status of the parent project (can be inherited from
	// workspace).
	ParentArchived bool `protobuf:"varint,25,opt,name=parent_archived,json=parentArchived,proto3" json:"parent_archived,omitempty"`
	// The configuration of the experiment.
	Config *_struct.Struct `protobuf:"bytes,26,opt,name=config,proto3" json:"config,omitempty"`
	// The original configuration that the user submitted.
	OriginalConfig string `protobuf:"bytes,27,opt,name=original_config,json=originalConfig,proto3" json:"original_config,omitempty"`
	// The id of the user who created the parent project.
	ProjectOwnerId int32 `protobuf:"varint,28,opt,name=project_owner_id,json=projectOwnerId,proto3" json:"project_owner_id,omitempty"`
	// The total size of checkpoints.
	CheckpointSize int64 `protobuf:"varint,29,opt,name=checkpoint_size,json=checkpointSize,proto3" json:"checkpoint_size,omitempty"`
	// The count of checkpoints.
	CheckpointCount int32 `protobuf:"varint,30,opt,name=checkpoint_count,json=checkpointCount,proto3" json:"checkpoint_count,omitempty"`
	// The metrics and hyperparameters associated with the best trial by searcher
	// metric.
	BestTrialSearcherMetric *float64 `` /* 143-byte string literal not displayed */
	// Id of experiment's best trial, calculated by the best searcher metrics
	// value of trial's best validation.
	BestTrialId *int32 `protobuf:"varint,32,opt,name=best_trial_id,json=bestTrialId,proto3,oneof" json:"best_trial_id,omitempty"`
	// Unmanaged experiments are detached.
	Unmanaged bool `protobuf:"varint,40,opt,name=unmanaged,proto3" json:"unmanaged,omitempty"`
	// Time in seconds which experiment ran or has been running.
	Duration *int32 `protobuf:"varint,41,opt,name=duration,proto3,oneof" json:"duration,omitempty"`
	// The id of external experiment
	ExternalExperimentId *string `` /* 130-byte string literal not displayed */
	// The id of external trial
	ExternalTrialId *string `protobuf:"bytes,44,opt,name=external_trial_id,json=externalTrialId,proto3,oneof" json:"external_trial_id,omitempty"`
	// Size of model definition file, for unmanaged experiments this should be 0.
	ModelDefinitionSize *int32 `` /* 128-byte string literal not displayed */
	// contains filtered or unexported fields
}

Experiment is a collection of one or more trials that are exploring a user-defined hyperparameter space.

func (*Experiment) Descriptor deprecated 

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

Deprecated: Use Experiment.ProtoReflect.Descriptor instead.

func (*Experiment) GetArchived 

func (x *Experiment) GetArchived() bool

func (*Experiment) GetBestTrialId 

func (x *Experiment) GetBestTrialId() int32

func (*Experiment) GetBestTrialSearcherMetric 

func (x *Experiment) GetBestTrialSearcherMetric() float64

func (*Experiment) GetCheckpointCount 

func (x *Experiment) GetCheckpointCount() int32

func (*Experiment) GetCheckpointSize 

func (x *Experiment) GetCheckpointSize() int64

func (*Experiment) GetConfig 

func (x *Experiment) GetConfig() *_struct.Struct

func (*Experiment) GetDescription 

func (x *Experiment) GetDescription() string

func (*Experiment) GetDisplayName 

func (x *Experiment) GetDisplayName() string

func (*Experiment) GetDuration 

func (x *Experiment) GetDuration() int32

func (*Experiment) GetEndTime 

func (x *Experiment) GetEndTime() *timestamp.Timestamp

func (*Experiment) GetExternalExperimentId 

func (x *Experiment) GetExternalExperimentId() string

func (*Experiment) GetExternalTrialId 

func (x *Experiment) GetExternalTrialId() string

func (*Experiment) GetForkedFrom 

func (x *Experiment) GetForkedFrom() *wrappers.Int32Value

func (*Experiment) GetId 

func (x *Experiment) GetId() int32

func (*Experiment) GetJobId 

func (x *Experiment) GetJobId() string

func (*Experiment) GetLabels 

func (x *Experiment) GetLabels() []string

func (*Experiment) GetModelDefinitionSize 

func (x *Experiment) GetModelDefinitionSize() int32

func (*Experiment) GetName 

func (x *Experiment) GetName() string

func (*Experiment) GetNotes 

func (x *Experiment) GetNotes() string

func (*Experiment) GetNumTrials 

func (x *Experiment) GetNumTrials() int32

func (*Experiment) GetOriginalConfig 

func (x *Experiment) GetOriginalConfig() string

func (*Experiment) GetParentArchived 

func (x *Experiment) GetParentArchived() bool

func (*Experiment) GetProgress 

func (x *Experiment) GetProgress() *wrappers.DoubleValue

func (*Experiment) GetProjectId 

func (x *Experiment) GetProjectId() int32

func (*Experiment) GetProjectName 

func (x *Experiment) GetProjectName() string

func (*Experiment) GetProjectOwnerId 

func (x *Experiment) GetProjectOwnerId() int32

func (*Experiment) GetResourcePool 

func (x *Experiment) GetResourcePool() string

func (*Experiment) GetSearcherMetric 

func (x *Experiment) GetSearcherMetric() string

func (*Experiment) GetSearcherType 

func (x *Experiment) GetSearcherType() string

func (*Experiment) GetStartTime 

func (x *Experiment) GetStartTime() *timestamp.Timestamp

func (*Experiment) GetState 

func (x *Experiment) GetState() State

func (*Experiment) GetTrialIds 

func (x *Experiment) GetTrialIds() []int32

func (*Experiment) GetUnmanaged 

func (x *Experiment) GetUnmanaged() bool

func (*Experiment) GetUserId 

func (x *Experiment) GetUserId() int32

func (*Experiment) GetUsername 

func (x *Experiment) GetUsername() string

func (*Experiment) GetWorkspaceId 

func (x *Experiment) GetWorkspaceId() int32

func (*Experiment) GetWorkspaceName 

func (x *Experiment) GetWorkspaceName() string

func (*Experiment) ProtoMessage 

func (*Experiment) ProtoMessage()

func (*Experiment) ProtoReflect 

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

func (*Experiment) Reset 

func (x *Experiment) Reset()

func (*Experiment) String 

func (x *Experiment) String() string

type ExperimentInactive 

type ExperimentInactive struct {

	// Current state of the experiment.
	ExperimentState State `` /* 143-byte string literal not displayed */
	// contains filtered or unexported fields
}

ExperimentInactive is a searcher event triggered when an experiment is no longer active.

func (*ExperimentInactive) Descriptor deprecated 

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

Deprecated: Use ExperimentInactive.ProtoReflect.Descriptor instead.

func (*ExperimentInactive) GetExperimentState 

func (x *ExperimentInactive) GetExperimentState() State

func (*ExperimentInactive) ProtoMessage 

func (*ExperimentInactive) ProtoMessage()

func (*ExperimentInactive) ProtoReflect 

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

func (*ExperimentInactive) Reset 

func (x *ExperimentInactive) Reset()

func (*ExperimentInactive) String 

func (x *ExperimentInactive) String() string

type ExperimentSimulation 

type ExperimentSimulation struct {

	// The simulated experiment config.
	Config *_struct.Struct `protobuf:"bytes,1,opt,name=config,proto3" json:"config,omitempty"`
	// The searcher simulation seed.
	Seed uint32 `protobuf:"varint,2,opt,name=seed,proto3" json:"seed,omitempty"`
	// The list of trials in the simulation.
	Trials []*TrialSimulation `protobuf:"bytes,3,rep,name=trials,proto3" json:"trials,omitempty"`
	// contains filtered or unexported fields
}

ExperimentSimulation holds the configuration and results of simulated run of a searcher.

func (*ExperimentSimulation) Descriptor deprecated 

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

Deprecated: Use ExperimentSimulation.ProtoReflect.Descriptor instead.

func (*ExperimentSimulation) GetConfig 

func (x *ExperimentSimulation) GetConfig() *_struct.Struct

func (*ExperimentSimulation) GetSeed 

func (x *ExperimentSimulation) GetSeed() uint32

func (*ExperimentSimulation) GetTrials 

func (x *ExperimentSimulation) GetTrials() []*TrialSimulation

func (*ExperimentSimulation) ProtoMessage 

func (*ExperimentSimulation) ProtoMessage()

func (*ExperimentSimulation) ProtoReflect 

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

func (*ExperimentSimulation) Reset 

func (x *ExperimentSimulation) Reset()

func (*ExperimentSimulation) String 

func (x *ExperimentSimulation) String() string

type ExperimentTrial 

type ExperimentTrial struct {

	// the searcher metric value associated with the best_validation_id for the
	// trial.
	SearcherMetricValue *float64 `` /* 128-byte string literal not displayed */
	// contains filtered or unexported fields
}

ExperimentTrial is trial-level data that is surfaced to the experiment level.

func (*ExperimentTrial) Descriptor deprecated 

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

Deprecated: Use ExperimentTrial.ProtoReflect.Descriptor instead.

func (*ExperimentTrial) GetSearcherMetricValue 

func (x *ExperimentTrial) GetSearcherMetricValue() float64

func (*ExperimentTrial) ProtoMessage 

func (*ExperimentTrial) ProtoMessage()

func (*ExperimentTrial) ProtoReflect 

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

func (*ExperimentTrial) Reset 

func (x *ExperimentTrial) Reset()

func (*ExperimentTrial) String 

func (x *ExperimentTrial) String() string

type FileNode 

type FileNode struct {

	// Path of file.
	Path string `protobuf:"bytes,1,opt,name=path,proto3" json:"path,omitempty"`
	// Name of file.
	Name string `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`
	// Modification time of file.
	ModifiedTime *timestamp.Timestamp `protobuf:"bytes,3,opt,name=modified_time,json=modifiedTime,proto3" json:"modified_time,omitempty"`
	// Number of bytes in file content.
	ContentLength int32 `protobuf:"varint,4,opt,name=content_length,json=contentLength,proto3" json:"content_length,omitempty"`
	// Is this a directory.
	IsDir bool `protobuf:"varint,5,opt,name=is_dir,json=isDir,proto3" json:"is_dir,omitempty"`
	// MIME type of file.
	ContentType string `protobuf:"bytes,6,opt,name=content_type,json=contentType,proto3" json:"content_type,omitempty"`
	// Subdirectory files.
	Files []*FileNode `protobuf:"bytes,7,rep,name=files,proto3" json:"files,omitempty"`
	// contains filtered or unexported fields
}

File node is one node of file in experiment model definition file tree.

func (*FileNode) Descriptor deprecated 

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

Deprecated: Use FileNode.ProtoReflect.Descriptor instead.

func (*FileNode) GetContentLength 

func (x *FileNode) GetContentLength() int32

func (*FileNode) GetContentType 

func (x *FileNode) GetContentType() string

func (*FileNode) GetFiles 

func (x *FileNode) GetFiles() []*FileNode

func (*FileNode) GetIsDir 

func (x *FileNode) GetIsDir() bool

func (*FileNode) GetModifiedTime 

func (x *FileNode) GetModifiedTime() *timestamp.Timestamp

func (*FileNode) GetName 

func (x *FileNode) GetName() string

func (*FileNode) GetPath 

func (x *FileNode) GetPath() string

func (*FileNode) ProtoMessage 

func (*FileNode) ProtoMessage()

func (*FileNode) ProtoReflect 

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

func (*FileNode) Reset 

func (x *FileNode) Reset()

func (*FileNode) String 

func (x *FileNode) String() string

type InitialOperations 

type InitialOperations struct {

	// Cannot have an empty message type.
	Placeholder int32 `protobuf:"varint,1,opt,name=placeholder,proto3" json:"placeholder,omitempty"`
	// contains filtered or unexported fields
}

InitialOperations is a searcher event signaling the creation of an experiment.

func (*InitialOperations) Descriptor deprecated 

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

Deprecated: Use InitialOperations.ProtoReflect.Descriptor instead.

func (*InitialOperations) GetPlaceholder 

func (x *InitialOperations) GetPlaceholder() int32

func (*InitialOperations) ProtoMessage 

func (*InitialOperations) ProtoMessage()

func (*InitialOperations) ProtoReflect 

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

func (*InitialOperations) Reset 

func (x *InitialOperations) Reset()

func (*InitialOperations) String 

func (x *InitialOperations) String() string

type PatchExperiment 

type PatchExperiment struct {

	// The id of the experiment.
	Id int32 `protobuf:"varint,1,opt,name=id,proto3" json:"id,omitempty"`
	// The description of the experiment.
	Description *wrappers.StringValue `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
	// Labels attached to the experiment.
	Labels *_struct.ListValue `protobuf:"bytes,3,opt,name=labels,proto3" json:"labels,omitempty"`
	// The experiment name.
	Name *wrappers.StringValue `protobuf:"bytes,4,opt,name=name,proto3" json:"name,omitempty"`
	// The experiment notes.
	Notes *wrappers.StringValue `protobuf:"bytes,5,opt,name=notes,proto3" json:"notes,omitempty"`
	// Experiment config resources.
	Resources *PatchExperiment_PatchResources `protobuf:"bytes,6,opt,name=resources,proto3,oneof" json:"resources,omitempty"`
	// Experiment config checkpoint_storage.
	CheckpointStorage *PatchExperiment_PatchCheckpointStorage `protobuf:"bytes,7,opt,name=checkpoint_storage,json=checkpointStorage,proto3,oneof" json:"checkpoint_storage,omitempty"`
	// contains filtered or unexported fields
}

PatchExperiment is a partial update to an experiment with only id required.

func (*PatchExperiment) Descriptor deprecated 

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

Deprecated: Use PatchExperiment.ProtoReflect.Descriptor instead.

func (*PatchExperiment) GetCheckpointStorage 

func (x *PatchExperiment) GetCheckpointStorage() *PatchExperiment_PatchCheckpointStorage

func (*PatchExperiment) GetDescription 

func (x *PatchExperiment) GetDescription() *wrappers.StringValue

func (*PatchExperiment) GetId 

func (x *PatchExperiment) GetId() int32

func (*PatchExperiment) GetLabels 

func (x *PatchExperiment) GetLabels() *_struct.ListValue

func (*PatchExperiment) GetName 

func (x *PatchExperiment) GetName() *wrappers.StringValue

func (*PatchExperiment) GetNotes 

func (x *PatchExperiment) GetNotes() *wrappers.StringValue

func (*PatchExperiment) GetResources 

func (x *PatchExperiment) GetResources() *PatchExperiment_PatchResources

func (*PatchExperiment) ProtoMessage 

func (*PatchExperiment) ProtoMessage()

func (*PatchExperiment) ProtoReflect 

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

func (*PatchExperiment) Reset 

func (x *PatchExperiment) Reset()

func (*PatchExperiment) String 

func (x *PatchExperiment) String() string

type PatchExperiment_PatchCheckpointStorage 

type PatchExperiment_PatchCheckpointStorage struct {

	// Experiment config checkpoint_storage.save_experiment_best.
	SaveExperimentBest int32 `protobuf:"varint,1,opt,name=save_experiment_best,json=saveExperimentBest,proto3" json:"save_experiment_best,omitempty"`
	// Experiment config checkpoint_storage.save_trial_best.
	SaveTrialBest int32 `protobuf:"varint,2,opt,name=save_trial_best,json=saveTrialBest,proto3" json:"save_trial_best,omitempty"`
	// Experiment config checkpoint_storage.save_trial_latest.
	SaveTrialLatest int32 `protobuf:"varint,3,opt,name=save_trial_latest,json=saveTrialLatest,proto3" json:"save_trial_latest,omitempty"`
	// contains filtered or unexported fields
}

Nested object for checkpoint_storage field patch.

func (*PatchExperiment_PatchCheckpointStorage) Descriptor deprecated 

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

Deprecated: Use PatchExperiment_PatchCheckpointStorage.ProtoReflect.Descriptor instead.

func (*PatchExperiment_PatchCheckpointStorage) GetSaveExperimentBest 

func (x *PatchExperiment_PatchCheckpointStorage) GetSaveExperimentBest() int32

func (*PatchExperiment_PatchCheckpointStorage) GetSaveTrialBest 

func (x *PatchExperiment_PatchCheckpointStorage) GetSaveTrialBest() int32

func (*PatchExperiment_PatchCheckpointStorage) GetSaveTrialLatest 

func (x *PatchExperiment_PatchCheckpointStorage) GetSaveTrialLatest() int32

func (*PatchExperiment_PatchCheckpointStorage) ProtoMessage 

func (*PatchExperiment_PatchCheckpointStorage) ProtoMessage()

func (*PatchExperiment_PatchCheckpointStorage) ProtoReflect 

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

func (*PatchExperiment_PatchCheckpointStorage) Reset 

func (x *PatchExperiment_PatchCheckpointStorage) Reset()

func (*PatchExperiment_PatchCheckpointStorage) String 

func (x *PatchExperiment_PatchCheckpointStorage) String() string

type PatchExperiment_PatchResources 

type PatchExperiment_PatchResources struct {

	// Experiment config resources.max_slots.
	MaxSlots *int32 `protobuf:"varint,1,opt,name=max_slots,json=maxSlots,proto3,oneof" json:"max_slots,omitempty"`
	// Experiment config resources.weight.
	Weight *float64 `protobuf:"fixed64,2,opt,name=weight,proto3,oneof" json:"weight,omitempty"`
	// Experiment config resources.priority.
	Priority *int32 `protobuf:"varint,3,opt,name=priority,proto3,oneof" json:"priority,omitempty"`
	// contains filtered or unexported fields
}

Nested object for resources field patch.

func (*PatchExperiment_PatchResources) Descriptor deprecated 

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

Deprecated: Use PatchExperiment_PatchResources.ProtoReflect.Descriptor instead.

func (*PatchExperiment_PatchResources) GetMaxSlots 

func (x *PatchExperiment_PatchResources) GetMaxSlots() int32

func (*PatchExperiment_PatchResources) GetPriority 

func (x *PatchExperiment_PatchResources) GetPriority() int32

func (*PatchExperiment_PatchResources) GetWeight 

func (x *PatchExperiment_PatchResources) GetWeight() float64

func (*PatchExperiment_PatchResources) ProtoMessage 

func (*PatchExperiment_PatchResources) ProtoMessage()

func (*PatchExperiment_PatchResources) ProtoReflect 

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

func (*PatchExperiment_PatchResources) Reset 

func (x *PatchExperiment_PatchResources) Reset()

func (*PatchExperiment_PatchResources) String 

func (x *PatchExperiment_PatchResources) String() string

type RunnableOperation 

type RunnableOperation struct {

	// This is the type of the operation.
	Type RunnableType `protobuf:"varint,1,opt,name=type,proto3,enum=determined.experiment.v1.RunnableType" json:"type,omitempty"`
	// If the type == WORKLOAD_KIND_TRAIN, this is the number of units
	Length uint64 `protobuf:"varint,2,opt,name=length,proto3" json:"length,omitempty"`
	// contains filtered or unexported fields
}

RunnableOperation represents a single runnable operation emitted by a searcher.

func (*RunnableOperation) Descriptor deprecated 

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

Deprecated: Use RunnableOperation.ProtoReflect.Descriptor instead.

func (*RunnableOperation) GetLength 

func (x *RunnableOperation) GetLength() uint64

func (*RunnableOperation) GetType 

func (x *RunnableOperation) GetType() RunnableType

func (*RunnableOperation) ProtoMessage 

func (*RunnableOperation) ProtoMessage()

func (*RunnableOperation) ProtoReflect 

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

func (*RunnableOperation) Reset 

func (x *RunnableOperation) Reset()

func (*RunnableOperation) String 

func (x *RunnableOperation) String() string

type RunnableType 

type RunnableType int32

RunnableType defines the type of operation that should be executed by trial runners. 

const (
	// Denotes an unknown runnable type.
	RunnableType_RUNNABLE_TYPE_UNSPECIFIED RunnableType = 0
	// Signals to a trial runner that it should run a train.
	RunnableType_RUNNABLE_TYPE_TRAIN RunnableType = 1
	// Signals to a trial runner it should compute validation metrics.
	RunnableType_RUNNABLE_TYPE_VALIDATE RunnableType = 2
)

func (RunnableType) Descriptor 

func (RunnableType) Descriptor() protoreflect.EnumDescriptor

func (RunnableType) Enum 

func (x RunnableType) Enum() *RunnableType

func (RunnableType) EnumDescriptor deprecated 

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

Deprecated: Use RunnableType.Descriptor instead.

func (RunnableType) Number 

func (x RunnableType) Number() protoreflect.EnumNumber

func (RunnableType) String 

func (x RunnableType) String() string

func (RunnableType) Type 

func (RunnableType) Type() protoreflect.EnumType

type SearcherEvent 

type SearcherEvent struct {

	// Incremental ID of the event.
	Id int32 `protobuf:"varint,1,opt,name=id,proto3" json:"id,omitempty"`
	// The concrete event.
	//
	// Types that are assignable to Event:
	//
	//	*SearcherEvent_InitialOperations
	//	*SearcherEvent_TrialCreated
	//	*SearcherEvent_ValidationCompleted
	//	*SearcherEvent_TrialClosed
	//	*SearcherEvent_TrialExitedEarly
	//	*SearcherEvent_TrialProgress
	//	*SearcherEvent_ExperimentInactive
	Event isSearcherEvent_Event `protobuf_oneof:"event"`
	// contains filtered or unexported fields
}

SearcherEvent is a message from master to a client-driven custom searcher informing it of relevant changes in the state of an experiment.

func (*SearcherEvent) Descriptor deprecated 

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

Deprecated: Use SearcherEvent.ProtoReflect.Descriptor instead.

func (*SearcherEvent) GetEvent 

func (m *SearcherEvent) GetEvent() isSearcherEvent_Event

func (*SearcherEvent) GetExperimentInactive 

func (x *SearcherEvent) GetExperimentInactive() *ExperimentInactive

func (*SearcherEvent) GetId 

func (x *SearcherEvent) GetId() int32

func (*SearcherEvent) GetInitialOperations 

func (x *SearcherEvent) GetInitialOperations() *InitialOperations

func (*SearcherEvent) GetTrialClosed 

func (x *SearcherEvent) GetTrialClosed() *TrialClosed

func (*SearcherEvent) GetTrialCreated 

func (x *SearcherEvent) GetTrialCreated() *TrialCreated

func (*SearcherEvent) GetTrialExitedEarly 

func (x *SearcherEvent) GetTrialExitedEarly() *TrialExitedEarly

func (*SearcherEvent) GetTrialProgress 

func (x *SearcherEvent) GetTrialProgress() *TrialProgress

func (*SearcherEvent) GetValidationCompleted 

func (x *SearcherEvent) GetValidationCompleted() *ValidationCompleted

func (*SearcherEvent) ProtoMessage 

func (*SearcherEvent) ProtoMessage()

func (*SearcherEvent) ProtoReflect 

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

func (*SearcherEvent) Reset 

func (x *SearcherEvent) Reset()

func (*SearcherEvent) String 

func (x *SearcherEvent) String() string

type SearcherEvent_ExperimentInactive 

type SearcherEvent_ExperimentInactive struct {
	// Experiment is inactive.
	ExperimentInactive *ExperimentInactive `protobuf:"bytes,9,opt,name=experiment_inactive,json=experimentInactive,proto3,oneof"`
}

type SearcherEvent_InitialOperations 

type SearcherEvent_InitialOperations struct {
	// An experiment has just been created.
	InitialOperations *InitialOperations `protobuf:"bytes,3,opt,name=initial_operations,json=initialOperations,proto3,oneof"`
}

type SearcherEvent_TrialClosed 

type SearcherEvent_TrialClosed struct {
	// Trial has finished.
	TrialClosed *TrialClosed `protobuf:"bytes,6,opt,name=trial_closed,json=trialClosed,proto3,oneof"`
}

type SearcherEvent_TrialCreated 

type SearcherEvent_TrialCreated struct {
	// A trial has been created.
	TrialCreated *TrialCreated `protobuf:"bytes,4,opt,name=trial_created,json=trialCreated,proto3,oneof"`
}

type SearcherEvent_TrialExitedEarly 

type SearcherEvent_TrialExitedEarly struct {
	// Trial exited early.
	TrialExitedEarly *TrialExitedEarly `protobuf:"bytes,7,opt,name=trial_exited_early,json=trialExitedEarly,proto3,oneof"`
}

type SearcherEvent_TrialProgress 

type SearcherEvent_TrialProgress struct {
	// Trial progress.
	TrialProgress *TrialProgress `protobuf:"bytes,8,opt,name=trial_progress,json=trialProgress,proto3,oneof"`
}

type SearcherEvent_ValidationCompleted 

type SearcherEvent_ValidationCompleted struct {
	// Validation has completed.
	ValidationCompleted *ValidationCompleted `protobuf:"bytes,5,opt,name=validation_completed,json=validationCompleted,proto3,oneof"`
}

type SearcherOperation 

type SearcherOperation struct {

	// A searcher operation is one of the following operations.
	//
	// Types that are assignable to Union:
	//
	//	*SearcherOperation_TrialOperation
	//	*SearcherOperation_CreateTrial
	//	*SearcherOperation_CloseTrial
	//	*SearcherOperation_ShutDown
	//	*SearcherOperation_SetSearcherProgress
	Union isSearcherOperation_Union `protobuf_oneof:"union"`
	// contains filtered or unexported fields
}

SearcherOperation is an operation issued by the custom searcher.

func (*SearcherOperation) Descriptor deprecated 

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

Deprecated: Use SearcherOperation.ProtoReflect.Descriptor instead.

func (*SearcherOperation) GetCloseTrial 

func (x *SearcherOperation) GetCloseTrial() *CloseTrialOperation

func (*SearcherOperation) GetCreateTrial 

func (x *SearcherOperation) GetCreateTrial() *CreateTrialOperation

func (*SearcherOperation) GetSetSearcherProgress 

func (x *SearcherOperation) GetSetSearcherProgress() *SetSearcherProgressOperation

func (*SearcherOperation) GetShutDown 

func (x *SearcherOperation) GetShutDown() *ShutDownOperation

func (*SearcherOperation) GetTrialOperation 

func (x *SearcherOperation) GetTrialOperation() *TrialOperation

func (*SearcherOperation) GetUnion 

func (m *SearcherOperation) GetUnion() isSearcherOperation_Union

func (*SearcherOperation) ProtoMessage 

func (*SearcherOperation) ProtoMessage()

func (*SearcherOperation) ProtoReflect 

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

func (*SearcherOperation) Reset 

func (x *SearcherOperation) Reset()

func (*SearcherOperation) String 

func (x *SearcherOperation) String() string

type SearcherOperation_CloseTrial 

type SearcherOperation_CloseTrial struct {
	// CloseTrialOperation is issued to close a trial.
	CloseTrial *CloseTrialOperation `protobuf:"bytes,3,opt,name=close_trial,json=closeTrial,proto3,oneof"`
}

type SearcherOperation_CreateTrial 

type SearcherOperation_CreateTrial struct {
	// CreateTrialOperation is issued to create a trial.
	CreateTrial *CreateTrialOperation `protobuf:"bytes,2,opt,name=create_trial,json=createTrial,proto3,oneof"`
}

type SearcherOperation_SetSearcherProgress 

type SearcherOperation_SetSearcherProgress struct {
	// SetSearcherProgressOperation is issued to set the progress of the custom
	// search method.
	SetSearcherProgress *SetSearcherProgressOperation `protobuf:"bytes,5,opt,name=set_searcher_progress,json=setSearcherProgress,proto3,oneof"`
}

type SearcherOperation_ShutDown 

type SearcherOperation_ShutDown struct {
	// ShutDownOperation is issued to shut down the custom search method.
	ShutDown *ShutDownOperation `protobuf:"bytes,4,opt,name=shut_down,json=shutDown,proto3,oneof"`
}

type SearcherOperation_TrialOperation 

type SearcherOperation_TrialOperation struct {
	// TrialOperation is issued to tell an existing trial to do something.
	TrialOperation *TrialOperation `protobuf:"bytes,1,opt,name=trial_operation,json=trialOperation,proto3,oneof"`
}

type SetSearcherProgressOperation 

type SetSearcherProgressOperation struct {

	// Experiment progress as a float between 0.0 and 1.0.
	Progress float64 `protobuf:"fixed64,1,opt,name=progress,proto3" json:"progress,omitempty"`
	// contains filtered or unexported fields
}

SetSearcherProgressOperation informs the master of the progress of the custom searcher.

func (*SetSearcherProgressOperation) Descriptor deprecated 

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

Deprecated: Use SetSearcherProgressOperation.ProtoReflect.Descriptor instead.

func (*SetSearcherProgressOperation) GetProgress 

func (x *SetSearcherProgressOperation) GetProgress() float64

func (*SetSearcherProgressOperation) ProtoMessage 

func (*SetSearcherProgressOperation) ProtoMessage()

func (*SetSearcherProgressOperation) ProtoReflect 

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

func (*SetSearcherProgressOperation) Reset 

func (x *SetSearcherProgressOperation) Reset()

func (*SetSearcherProgressOperation) String 

func (x *SetSearcherProgressOperation) String() string

type ShutDownOperation 

type ShutDownOperation struct {

	// Defines whether the Searcher was cancelled
	Cancel bool `protobuf:"varint,1,opt,name=cancel,proto3" json:"cancel,omitempty"`
	// Defines whether the Searcher failed
	Failure bool `protobuf:"varint,2,opt,name=failure,proto3" json:"failure,omitempty"`
	// contains filtered or unexported fields
}

Shut down custom searcher method.

func (*ShutDownOperation) Descriptor deprecated 

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

Deprecated: Use ShutDownOperation.ProtoReflect.Descriptor instead.

func (*ShutDownOperation) GetCancel 

func (x *ShutDownOperation) GetCancel() bool

func (*ShutDownOperation) GetFailure 

func (x *ShutDownOperation) GetFailure() bool

func (*ShutDownOperation) ProtoMessage 

func (*ShutDownOperation) ProtoMessage()

func (*ShutDownOperation) ProtoReflect 

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

func (*ShutDownOperation) Reset 

func (x *ShutDownOperation) Reset()

func (*ShutDownOperation) String 

func (x *ShutDownOperation) String() string

type State 

type State int32

The current state of the experiment. 

const (
	// The state of the experiment is unknown.
	State_STATE_UNSPECIFIED State = 0
	// The experiment is in an active state.
	State_STATE_ACTIVE State = 1
	// The experiment is in a paused state
	State_STATE_PAUSED State = 2
	// The experiment is completed and is shutting down.
	State_STATE_STOPPING_COMPLETED State = 3
	// The experiment is canceled and is shutting down.
	State_STATE_STOPPING_CANCELED State = 4
	// The experiment is errored and is shutting down.
	State_STATE_STOPPING_ERROR State = 5
	// The experiment is completed and is shut down.
	State_STATE_COMPLETED State = 6
	// The experiment is canceled and is shut down.
	State_STATE_CANCELED State = 7
	// The experiment is errored and is shut down.
	State_STATE_ERROR State = 8
	// The experiment has been deleted.
	State_STATE_DELETED State = 9
	// The experiment is deleting.
	State_STATE_DELETING State = 10
	// The experiment failed to delete.
	State_STATE_DELETE_FAILED State = 11
	// The experiment is killed and is shutting down.
	State_STATE_STOPPING_KILLED State = 12
	// The experiment is queued (waiting to be run, or job state is still queued).
	// Queued is a substate of the Active state.
	State_STATE_QUEUED State = 13
	// The experiment is pulling the image. Pulling is a substate of the Active
	// state.
	State_STATE_PULLING State = 14
	// The experiment is preparing the environment after finishing pulling the
	// image. Starting is a substate of the Active state.
	State_STATE_STARTING State = 15
	// The experiment has an allocation actively running.
	// Running is a substate of the Active state.
	State_STATE_RUNNING State = 16
)

func (State) Descriptor 

func (State) Descriptor() protoreflect.EnumDescriptor

func (State) Enum 

func (x State) Enum() *State

func (State) EnumDescriptor deprecated 

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

Deprecated: Use State.Descriptor instead.

func (State) Number 

func (x State) Number() protoreflect.EnumNumber

func (State) String 

func (x State) String() string

func (State) Type 

func (State) Type() protoreflect.EnumType

type TrialClosed 

type TrialClosed struct {

	// UUID identifying the trial to the searcher.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// contains filtered or unexported fields
}

TrialClosed is a searcher event triggered when a trial has successfully finished.

func (*TrialClosed) Descriptor deprecated 

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

Deprecated: Use TrialClosed.ProtoReflect.Descriptor instead.

func (*TrialClosed) GetRequestId 

func (x *TrialClosed) GetRequestId() string

func (*TrialClosed) ProtoMessage 

func (*TrialClosed) ProtoMessage()

func (*TrialClosed) ProtoReflect 

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

func (*TrialClosed) Reset 

func (x *TrialClosed) Reset()

func (*TrialClosed) String 

func (x *TrialClosed) String() string

type TrialCreated 

type TrialCreated struct {

	// UUID identifying the trial to the searcher.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// contains filtered or unexported fields
}

TrialCreated is a searcher event signaling the creation of a trial.

func (*TrialCreated) Descriptor deprecated 

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

Deprecated: Use TrialCreated.ProtoReflect.Descriptor instead.

func (*TrialCreated) GetRequestId 

func (x *TrialCreated) GetRequestId() string

func (*TrialCreated) ProtoMessage 

func (*TrialCreated) ProtoMessage()

func (*TrialCreated) ProtoReflect 

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

func (*TrialCreated) Reset 

func (x *TrialCreated) Reset()

func (*TrialCreated) String 

func (x *TrialCreated) String() string

type TrialExitedEarly 

type TrialExitedEarly struct {

	// UUID identifying the trial to the searcher.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// The reason for the exit.
	ExitedReason TrialExitedEarly_ExitedReason `` /* 158-byte string literal not displayed */
	// contains filtered or unexported fields
}

TrialExitedEarly is a searcher event triggered when a trial exited prematurely.

func (*TrialExitedEarly) Descriptor deprecated 

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

Deprecated: Use TrialExitedEarly.ProtoReflect.Descriptor instead.

func (*TrialExitedEarly) GetExitedReason 

func (x *TrialExitedEarly) GetExitedReason() TrialExitedEarly_ExitedReason

func (*TrialExitedEarly) GetRequestId 

func (x *TrialExitedEarly) GetRequestId() string

func (*TrialExitedEarly) ProtoMessage 

func (*TrialExitedEarly) ProtoMessage()

func (*TrialExitedEarly) ProtoReflect 

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

func (*TrialExitedEarly) Reset 

func (x *TrialExitedEarly) Reset()

func (*TrialExitedEarly) String 

func (x *TrialExitedEarly) String() string

type TrialExitedEarly_ExitedReason 

type TrialExitedEarly_ExitedReason int32

The reason for an early exit. 

const (
	// Zero-value (not allowed).
	TrialExitedEarly_EXITED_REASON_UNSPECIFIED TrialExitedEarly_ExitedReason = 0
	// Indicates the trial exited due to an invalid hyperparameter.
	TrialExitedEarly_EXITED_REASON_INVALID_HP TrialExitedEarly_ExitedReason = 1
	// Indicates the trial exited due to a user requested stop, from code.
	TrialExitedEarly_EXITED_REASON_USER_REQUESTED_STOP TrialExitedEarly_ExitedReason = 2
	// Indicates the trial exited due to a user requested stop, from the CLI or
	// UI.
	TrialExitedEarly_EXITED_REASON_USER_CANCELED TrialExitedEarly_ExitedReason = 3
)

func (TrialExitedEarly_ExitedReason) Descriptor 

func (TrialExitedEarly_ExitedReason) Descriptor() protoreflect.EnumDescriptor

func (TrialExitedEarly_ExitedReason) Enum 

func (x TrialExitedEarly_ExitedReason) Enum() *TrialExitedEarly_ExitedReason

func (TrialExitedEarly_ExitedReason) EnumDescriptor deprecated 

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

Deprecated: Use TrialExitedEarly_ExitedReason.Descriptor instead.

func (TrialExitedEarly_ExitedReason) Number 

func (x TrialExitedEarly_ExitedReason) Number() protoreflect.EnumNumber

func (TrialExitedEarly_ExitedReason) String 

func (x TrialExitedEarly_ExitedReason) String() string

func (TrialExitedEarly_ExitedReason) Type 

func (TrialExitedEarly_ExitedReason) Type() protoreflect.EnumType

type TrialOperation 

type TrialOperation struct {

	// A trial operation is one of the following operations.
	//
	// Types that are assignable to Union:
	//
	//	*TrialOperation_ValidateAfter
	Union isTrialOperation_Union `protobuf_oneof:"union"`
	// contains filtered or unexported fields
}

TrialOperation is any operation that a trial can perform while it is active.

func (*TrialOperation) Descriptor deprecated 

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

Deprecated: Use TrialOperation.ProtoReflect.Descriptor instead.

func (*TrialOperation) GetUnion 

func (m *TrialOperation) GetUnion() isTrialOperation_Union

func (*TrialOperation) GetValidateAfter 

func (x *TrialOperation) GetValidateAfter() *ValidateAfterOperation

func (*TrialOperation) ProtoMessage 

func (*TrialOperation) ProtoMessage()

func (*TrialOperation) ProtoReflect 

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

func (*TrialOperation) Reset 

func (x *TrialOperation) Reset()

func (*TrialOperation) String 

func (x *TrialOperation) String() string

type TrialOperation_ValidateAfter 

type TrialOperation_ValidateAfter struct {
	// ValidateAfter means a trial is currently training and will later
	// validate.
	ValidateAfter *ValidateAfterOperation `protobuf:"bytes,1,opt,name=validate_after,json=validateAfter,proto3,oneof"`
}

type TrialProgress 

type TrialProgress struct {

	// UUID identifying the trial to the searcher.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// partial_units represent partial epochs, batches or records where the Unit
	// is implied.
	PartialUnits float64 `protobuf:"fixed64,2,opt,name=partial_units,json=partialUnits,proto3" json:"partial_units,omitempty"`
	// contains filtered or unexported fields
}

TrialProgress is a searcher event that tells you the number of batches completed in the trial.

func (*TrialProgress) Descriptor deprecated 

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

Deprecated: Use TrialProgress.ProtoReflect.Descriptor instead.

func (*TrialProgress) GetPartialUnits 

func (x *TrialProgress) GetPartialUnits() float64

func (*TrialProgress) GetRequestId 

func (x *TrialProgress) GetRequestId() string

func (*TrialProgress) ProtoMessage 

func (*TrialProgress) ProtoMessage()

func (*TrialProgress) ProtoReflect 

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

func (*TrialProgress) Reset 

func (x *TrialProgress) Reset()

func (*TrialProgress) String 

func (x *TrialProgress) String() string

type TrialSimulation 

type TrialSimulation struct {

	// The list of operations that were run before the trial was completed.
	Operations []*RunnableOperation `protobuf:"bytes,1,rep,name=operations,proto3" json:"operations,omitempty"`
	// The number of times that this trial configuration has occurred during the
	// simulation.
	Occurrences int32 `protobuf:"varint,2,opt,name=occurrences,proto3" json:"occurrences,omitempty"`
	// contains filtered or unexported fields
}

TrialSimulation is a specific sequence of workloads that were run before the trial was completed.

func (*TrialSimulation) Descriptor deprecated 

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

Deprecated: Use TrialSimulation.ProtoReflect.Descriptor instead.

func (*TrialSimulation) GetOccurrences 

func (x *TrialSimulation) GetOccurrences() int32

func (*TrialSimulation) GetOperations 

func (x *TrialSimulation) GetOperations() []*RunnableOperation

func (*TrialSimulation) ProtoMessage 

func (*TrialSimulation) ProtoMessage()

func (*TrialSimulation) ProtoReflect 

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

func (*TrialSimulation) Reset 

func (x *TrialSimulation) Reset()

func (*TrialSimulation) String 

func (x *TrialSimulation) String() string

type ValidateAfterOperation 

type ValidateAfterOperation struct {

	// The ID of the trial that should train.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// The length to train before reporting a validation.
	Length uint64 `protobuf:"varint,2,opt,name=length,proto3" json:"length,omitempty"`
	// contains filtered or unexported fields
}

ValidateAfterOperation means the trial should train and validate after training the given length.

func (*ValidateAfterOperation) Descriptor deprecated 

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

Deprecated: Use ValidateAfterOperation.ProtoReflect.Descriptor instead.

func (*ValidateAfterOperation) GetLength 

func (x *ValidateAfterOperation) GetLength() uint64

func (*ValidateAfterOperation) GetRequestId 

func (x *ValidateAfterOperation) GetRequestId() string

func (*ValidateAfterOperation) ProtoMessage 

func (*ValidateAfterOperation) ProtoMessage()

func (*ValidateAfterOperation) ProtoReflect 

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

func (*ValidateAfterOperation) Reset 

func (x *ValidateAfterOperation) Reset()

func (*ValidateAfterOperation) String 

func (x *ValidateAfterOperation) String() string

type ValidationCompleted 

type ValidationCompleted struct {

	// UUID identifying the trial to the searcher.
	RequestId string `protobuf:"bytes,1,opt,name=request_id,json=requestId,proto3" json:"request_id,omitempty"`
	// Value of the validation metric used to direct the search.
	Metric *_struct.Value `protobuf:"bytes,2,opt,name=metric,proto3" json:"metric,omitempty"`
	// Length from ValidateAfterOperation.
	ValidateAfterLength uint64 `protobuf:"varint,3,opt,name=validate_after_length,json=validateAfterLength,proto3" json:"validate_after_length,omitempty"`
	// contains filtered or unexported fields
}

ValidationCompleted is a searcher event triggered when a validation has been completed.

func (*ValidationCompleted) Descriptor deprecated 

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

Deprecated: Use ValidationCompleted.ProtoReflect.Descriptor instead.

func (*ValidationCompleted) GetMetric 

func (x *ValidationCompleted) GetMetric() *_struct.Value

func (*ValidationCompleted) GetRequestId 

func (x *ValidationCompleted) GetRequestId() string

func (*ValidationCompleted) GetValidateAfterLength 

func (x *ValidationCompleted) GetValidateAfterLength() uint64

func (*ValidationCompleted) ProtoMessage 

func (*ValidationCompleted) ProtoMessage()

func (*ValidationCompleted) ProtoReflect 

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

func (*ValidationCompleted) Reset 

func (x *ValidationCompleted) Reset()

func (*ValidationCompleted) String 

func (x *ValidationCompleted) String() string

type ValidationHistoryEntry 

type ValidationHistoryEntry struct {

	// The id for the trial associated with this validation entry.
	TrialId int32 `protobuf:"varint,1,opt,name=trial_id,json=trialId,proto3" json:"trial_id,omitempty"`
	// The time at which the completed validation was reported.
	EndTime *timestamp.Timestamp `protobuf:"bytes,2,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`
	// The value of the `searcher.metric`, indicated by the experiment config, for
	// the validation.
	SearcherMetric float32 `protobuf:"fixed32,3,opt,name=searcher_metric,json=searcherMetric,proto3" json:"searcher_metric,omitempty"`
	// contains filtered or unexported fields
}

ValidationHistoryEntry is a single entry for a validation history for an experiment.

func (*ValidationHistoryEntry) Descriptor deprecated 

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

Deprecated: Use ValidationHistoryEntry.ProtoReflect.Descriptor instead.

func (*ValidationHistoryEntry) GetEndTime 

func (x *ValidationHistoryEntry) GetEndTime() *timestamp.Timestamp

func (*ValidationHistoryEntry) GetSearcherMetric 

func (x *ValidationHistoryEntry) GetSearcherMetric() float32

func (*ValidationHistoryEntry) GetTrialId 

func (x *ValidationHistoryEntry) GetTrialId() int32

func (*ValidationHistoryEntry) ProtoMessage 

func (*ValidationHistoryEntry) ProtoMessage()

func (*ValidationHistoryEntry) ProtoReflect 

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

func (*ValidationHistoryEntry) Reset 

func (x *ValidationHistoryEntry) Reset()

func (*ValidationHistoryEntry) String 

func (x *ValidationHistoryEntry) String() string

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