17 writes to Parameter
Microsoft.ML.AutoML (4)
AutoMLExperiment\AutoMLExperiment.cs (2)
246
Parameter
= Parameter.CreateNestedParameter(),
250
trialSettings.
Parameter
= parameter;
AutoMLExperiment\ITrialResultManager.cs (1)
179
Parameter
= _searchSpace.SampleFromFeatureSpace(feature),
Tuner\EciCfoTuner.cs (1)
62
settings.
Parameter
= parameter;
Microsoft.ML.AutoML.Tests (12)
TrainValidaionDatasetManagerTest.cs (1)
44
Parameter
= parameter,
TrialResultManagerTest.cs (1)
43
trialSettings.
Parameter
= parameter;
TunerTests.cs (10)
53
trialSettings.
Parameter
= param;
84
trialSettings.
Parameter
= param;
119
settings.
Parameter
= param;
184
Parameter
= Parameter.CreateNestedParameter(),
187
trialSetting.
Parameter
= parameter;
219
Parameter
= Parameter.CreateNestedParameter(),
222
trialSetting.
Parameter
= parameter;
263
trialSettings.
Parameter
= param;
318
trialSettings.
Parameter
= param;
364
trialSettings.
Parameter
= param;
Microsoft.ML.Fairlearn (1)
AutoML\AutoMLExperimentExtension.cs (1)
62
Parameter
= Parameter.CreateNestedParameter(),
29 references to Parameter
Microsoft.ML.AutoML (20)
API\BinaryClassificationExperiment.cs (1)
384
var parameter = settings.
Parameter
[AutoMLExperiment.PipelineSearchspaceName];
API\MulticlassClassificationExperiment.cs (1)
364
var parameter = settings.
Parameter
[AutoMLExperiment.PipelineSearchspaceName];
API\RegressionExperiment.cs (1)
391
var parameter = settings.
Parameter
[AutoMLExperiment.PipelineSearchspaceName];
AutoMLExperiment\IDatasetManager.cs (3)
63
/// Load Train Dataset. If <see cref="TrialSettings.
Parameter
"/> contains <see cref="_subSamplingKey"/> then the train dataset will be subsampled.
75
var trainTestSplitParameter = settings?.
Parameter
.ContainsKey(nameof(TrainValidateDatasetManager)) is true ? settings.
Parameter
[nameof(TrainValidateDatasetManager)] : null;
AutoMLExperiment\IMonitor.cs (2)
43
_logger.Info($"Update Best Trial - Id: {result.TrialSettings.TrialId} - Metric: {result.Metric} - Pipeline: {_pipeline.ToString(result.TrialSettings.
Parameter
)}");
62
_logger.Info($"Update Failed Trial - Id: {settings.TrialId} - Pipeline: {_pipeline.ToString(settings.
Parameter
)}");
AutoMLExperiment\ITrialResultManager.cs (1)
102
var parameter = _searchSpace.MappingToFeatureSpace(trialResult.TrialSettings.
Parameter
);
AutoMLExperiment\Runner\SweepablePipelineRunner.cs (1)
39
var parameter = settings.
Parameter
[AutoMLExperiment.PipelineSearchspaceName];
Tuner\AutoZeroTuner.cs (2)
104
settings.
Parameter
[AutoMLExperiment.PipelineSearchspaceName] = parameter;
106
return settings.
Parameter
;
Tuner\CostFrugalTuner.cs (1)
77
var parameter = result.TrialSettings.
Parameter
;
Tuner\EciCfoTuner.cs (2)
64
return settings.
Parameter
;
69
var schema = result.TrialSettings.
Parameter
[AutoMLExperiment.PipelineSearchspaceName]["_SCHEMA_"].AsType<string>();
Tuner\SmacTuner.cs (3)
128
features[i] = _searchSpace.MappingToFeatureSpace(r.TrialSettings.
Parameter
).Select(f => Convert.ToSingle(f)).ToArray();
172
var bestKParamSets = _histories.OrderBy(i => i.Loss).Take(_localSearchParentCount).Select(r => r.TrialSettings.
Parameter
);
216
retainedConfigs.Remove(previousRun.TrialSettings.
Parameter
);
Utils\BestResultUtil.cs (2)
102
var parameter = result.TrialSettings.
Parameter
;
114
var parameter = result.TrialSettings.
Parameter
;
Microsoft.ML.AutoML.Interactive (6)
AutoMLMonitorKernelExtension.cs (4)
52
var bestTrialParam = JsonSerializer.Serialize(monitor.BestTrial.TrialSettings.
Parameter
, new JsonSerializerOptions() { WriteIndented = true, });
55
summary.Add(p($"Trainer: {monitor.SweepablePipeline.ToString(monitor.BestTrial.TrialSettings.
Parameter
)}".Replace("Unknown=>", "")));
61
var activeTrialParam = JsonSerializer.Serialize(monitor.ActiveTrial.
Parameter
, new JsonSerializerOptions() { WriteIndented = true, });
65
summary.Add(p($"Trainer: {monitor.SweepablePipeline.ToString(monitor.ActiveTrial.
Parameter
)}".Replace("Unknown=>", "")));
NotebookMonitor.cs (2)
47
var activeRunParam = JsonSerializer.Serialize(result.TrialSettings.
Parameter
, new JsonSerializerOptions() { WriteIndented = false, });
53
new KeyValuePair<string, object>("Trainer",SweepablePipeline.ToString(result.TrialSettings.
Parameter
).Replace("Unknown=>","")),
Microsoft.ML.AutoML.Tests (1)
AutoMLExperimentTests.cs (1)
372
result.TrialSettings.
Parameter
[nameof(TrainValidateDatasetManager)]["TrainValidateDatasetSubsamplingKey"]
Microsoft.ML.Fairlearn (2)
Reductions\GridSearchTrialRunner.cs (2)
55
var pipeline = _pipeline.BuildFromOption(_context, settings.
Parameter
["_pipeline_"]);
57
var lambdas = settings.
Parameter
["_lambda_search_space"];