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