public sealed class Trial : IMessage<Trial>, IEquatable<Trial>, IDeepCloneable<Trial>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1 API class Trial.
A message representing a Trial. A Trial contains a unique set of Parameters that has been or will be evaluated, along with the objective metrics got by running the Trial.
Namespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
Trial()
public Trial()Trial(Trial)
public Trial(Trial other)| Parameter | |
|---|---|
| Name | Description |
other | Trial |
Properties
ClientId
public string ClientId { get; set; }Output only. The identifier of the client that originally requested this Trial. Each client is identified by a unique client_id. When a client asks for a suggestion, Vertex AI Vizier will assign it a Trial. The client should evaluate the Trial, complete it, and report back to Vertex AI Vizier. If suggestion is asked again by same client_id before the Trial is completed, the same Trial will be returned. Multiple clients with different client_ids can ask for suggestions simultaneously, each of them will get their own Trial.
| Property Value | |
|---|---|
| Type | Description |
string | |
CustomJob
public string CustomJob { get; set; }Output only. The CustomJob name linked to the Trial. It's set for a HyperparameterTuningJob's Trial.
| Property Value | |
|---|---|
| Type | Description |
string | |
CustomJobAsCustomJobName
public CustomJobName CustomJobAsCustomJobName { get; set; }CustomJobName-typed view over the CustomJob resource name property.
| Property Value | |
|---|---|
| Type | Description |
CustomJobName | |
EndTime
public Timestamp EndTime { get; set; }Output only. Time when the Trial's status changed to SUCCEEDED or
INFEASIBLE.
| Property Value | |
|---|---|
| Type | Description |
Timestamp | |
FinalMeasurement
public Measurement FinalMeasurement { get; set; }Output only. The final measurement containing the objective value.
| Property Value | |
|---|---|
| Type | Description |
Measurement | |
Id
public string Id { get; set; }Output only. The identifier of the Trial assigned by the service.
| Property Value | |
|---|---|
| Type | Description |
string | |
InfeasibleReason
public string InfeasibleReason { get; set; }Output only. A human readable string describing why the Trial is
infeasible. This is set only if Trial state is INFEASIBLE.
| Property Value | |
|---|---|
| Type | Description |
string | |
Measurements
public RepeatedField<Measurement> Measurements { get; }Output only. A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_duration). These are used for early stopping computations.
| Property Value | |
|---|---|
| Type | Description |
RepeatedFieldMeasurement | |
Name
public string Name { get; set; }Output only. Resource name of the Trial assigned by the service.
| Property Value | |
|---|---|
| Type | Description |
string | |
Parameters
public RepeatedField<Trial.Types.Parameter> Parameters { get; }Output only. The parameters of the Trial.
| Property Value | |
|---|---|
| Type | Description |
RepeatedFieldTrialTypesParameter | |
StartTime
public Timestamp StartTime { get; set; }Output only. Time when the Trial was started.
| Property Value | |
|---|---|
| Type | Description |
Timestamp | |
State
public Trial.Types.State State { get; set; }Output only. The detailed state of the Trial.
| Property Value | |
|---|---|
| Type | Description |
TrialTypesState | |
TrialName
public TrialName TrialName { get; set; }| Property Value | |
|---|---|
| Type | Description |
TrialName | |
WebAccessUris
public MapField<string, string> WebAccessUris { get; }Output only. URIs for accessing interactive
shells
(one URI for each training node). Only available if this trial is part of
a
[HyperparameterTuningJob][google.cloud.aiplatform.v1.HyperparameterTuningJob]
and the job's
[trial_job_spec.enable_web_access][google.cloud.aiplatform.v1.CustomJobSpec.enable_web_access]
field is true.
The keys are names of each node used for the trial; for example,
workerpool0-0 for the primary node, workerpool1-0 for the first node in
the second worker pool, and workerpool1-1 for the second node in the
second worker pool.
The values are the URIs for each node's interactive shell.
| Property Value | |
|---|---|
| Type | Description |
MapFieldstringstring | |