19 instantiations of TrialSettings
Microsoft.ML.AutoML (4)
AutoMLExperiment\AutoMLExperiment.cs (1)
243
var trialSettings = new
TrialSettings
()
AutoMLExperiment\ITrialResultManager.cs (1)
176
TrialSettings = new
TrialSettings
Tuner\SmacTuner.cs (2)
178
var randomChallengers = Enumerable.Range(0, numOfCandidates - eiChallengers.Length).Select(i => _randomTuner.Propose(new
TrialSettings
()));
206
var randomParameters = Enumerable.Range(0, _numRandomEISearchConfigurations).Select(i => _randomTuner.Propose(new
TrialSettings
()));
Microsoft.ML.AutoML.Tests (14)
GridSearchTunerTests.cs (1)
50
var settings = new
TrialSettings
();
TrainValidaionDatasetManagerTest.cs (1)
42
var setting = new
TrialSettings
TrialResultManagerTest.cs (1)
38
var trialSettings = new
TrialSettings
TunerTests.cs (11)
47
var trialSettings = new
TrialSettings
()
78
var trialSettings = new
TrialSettings
()
113
var settings = new
TrialSettings
()
148
var trialSettings = new
TrialSettings
()
181
var trialSetting = new
TrialSettings
216
var trialSetting = new
TrialSettings
257
var trialSettings = new
TrialSettings
()
312
var trialSettings = new
TrialSettings
()
359
var trialSettings = new
TrialSettings
()
400
var trialSettings = new
TrialSettings
()
413
var trialSettings = new
TrialSettings
()
Microsoft.ML.Fairlearn (1)
AutoML\AutoMLExperimentExtension.cs (1)
60
var trainData = datasetManager.LoadTrainDataset(context, new
TrialSettings
51 references to TrialSettings
Microsoft.ML.AutoML (29)
API\BinaryClassificationExperiment.cs (2)
380
public TrialResult Run(
TrialSettings
settings)
448
public Task<TrialResult> RunAsync(
TrialSettings
settings, CancellationToken ct)
API\MulticlassClassificationExperiment.cs (2)
360
public TrialResult Run(
TrialSettings
settings)
426
public Task<TrialResult> RunAsync(
TrialSettings
settings, CancellationToken ct)
API\RegressionExperiment.cs (1)
380
public Task<TrialResult> RunAsync(
TrialSettings
settings, CancellationToken ct)
AutoMLExperiment\AutoMLExperiment.cs (1)
243
var
trialSettings = new TrialSettings()
AutoMLExperiment\IDatasetManager.cs (5)
41
IDataView LoadTrainDataset(MLContext context,
TrialSettings
? settings);
43
IDataView LoadValidateDataset(MLContext context,
TrialSettings
? settings);
63
/// Load Train Dataset. If <see cref="
TrialSettings
.Parameter"/> contains <see cref="_subSamplingKey"/> then the train dataset will be subsampled.
68
public IDataView LoadTrainDataset(MLContext context,
TrialSettings
? settings)
97
public IDataView LoadValidateDataset(MLContext context,
TrialSettings
? settings)
AutoMLExperiment\IMonitor.cs (5)
20
void ReportFailTrial(
TrialSettings
settings, Exception exception = null);
22
void ReportRunningTrial(
TrialSettings
settings);
59
public virtual void ReportFailTrial(
TrialSettings
settings, Exception exception = null)
65
public virtual void ReportRunningTrial(
TrialSettings
setting)
113
public override void ReportFailTrial(
TrialSettings
settings, Exception exp)
AutoMLExperiment\IPerformanceMonitor.cs (2)
34
void OnPerformanceMetricsUpdatedHandler(
TrialSettings
trialSettings, TrialPerformanceMetrics metrics, CancellationTokenSource trialCancellationTokenSource);
147
public virtual void OnPerformanceMetricsUpdatedHandler(
TrialSettings
trialSettings, TrialPerformanceMetrics metrics, CancellationTokenSource trialCancellationTokenSource)
AutoMLExperiment\Runner\ITrialRunner.cs (1)
19
Task<TrialResult> RunAsync(
TrialSettings
settings, CancellationToken ct);
AutoMLExperiment\Runner\SweepablePipelineRunner.cs (2)
35
public TrialResult Run(
TrialSettings
settings)
94
public Task<TrialResult> RunAsync(
TrialSettings
settings, CancellationToken ct)
AutoMLExperiment\TrialResult.cs (1)
17
public
TrialSettings
TrialSettings { get; set; }
Tuner\AutoZeroTuner.cs (1)
79
public Parameter Propose(
TrialSettings
settings)
Tuner\CostFrugalTuner.cs (1)
53
public Parameter Propose(
TrialSettings
settings)
Tuner\EciCfoTuner.cs (1)
49
public Parameter Propose(
TrialSettings
settings)
Tuner\GridSearchTuner.cs (1)
25
public Parameter Propose(
TrialSettings
settings)
Tuner\ITuner.cs (1)
11
Parameter Propose(
TrialSettings
settings);
Tuner\RandomSearchTuner.cs (1)
29
public Parameter Propose(
TrialSettings
settings)
Tuner\SmacTuner.cs (1)
95
public Parameter Propose(
TrialSettings
settings)
Microsoft.ML.AutoML.Interactive (3)
NotebookMonitor.cs (3)
23
public
TrialSettings
ActiveTrial { get; set; }
60
public void ReportFailTrial(
TrialSettings
setting, Exception exp = null)
66
public void ReportRunningTrial(
TrialSettings
setting)
Microsoft.ML.AutoML.Tests (17)
AutoMLExperimentTests.cs (2)
445
public async Task<TrialResult> RunAsync(
TrialSettings
settings, CancellationToken ct)
489
public void OnPerformanceMetricsUpdatedHandler(
TrialSettings
trialSettings, TrialPerformanceMetrics metrics, CancellationTokenSource trialCancellationTokenSource)
GridSearchTunerTests.cs (1)
50
var
settings = new TrialSettings();
TrainValidaionDatasetManagerTest.cs (1)
42
var
setting = new TrialSettings
TrialResultManagerTest.cs (1)
38
var
trialSettings = new TrialSettings
TunerTests.cs (12)
47
var
trialSettings = new TrialSettings()
78
var
trialSettings = new TrialSettings()
113
var
settings = new TrialSettings()
137
var
trialSettings = lastResult.TrialSettings;
148
var
trialSettings = new TrialSettings()
181
var
trialSetting = new TrialSettings
216
var
trialSetting = new TrialSettings
257
var
trialSettings = new TrialSettings()
312
var
trialSettings = new TrialSettings()
359
var
trialSettings = new TrialSettings()
400
var
trialSettings = new TrialSettings()
413
var
trialSettings = new TrialSettings()
Microsoft.ML.Fairlearn (2)
AutoML\TunerFactory.cs (1)
39
public Parameter Propose(
TrialSettings
settings)
Reductions\GridSearchTrialRunner.cs (1)
50
public Task<TrialResult> RunAsync(
TrialSettings
settings, CancellationToken ct)