82 references to Trace
Microsoft.ML.AutoML (16)
AutoMLExperiment\AutoMLExperiment.cs (4)
272
logger.
Trace
($"trial setting - {JsonSerializer.Serialize(trialSettings)}");
305
logger.
Trace
(exceptionMessage);
320
logger.
Trace
($"trial fatal error - {JsonSerializer.Serialize(trialSettings)}, stop training");
332
logger.
Trace
($"trial cancelled - {JsonSerializer.Serialize(trialSettings)}, stop training");
AutoMLExperiment\IMonitor.cs (1)
61
_logger.
Trace
(exception.Message + exception.StackTrace);
AutoMLExperiment\IPerformanceMonitor.cs (4)
84
_logger?.
Trace
($"{typeof(DefaultPerformanceMonitor)} has been started");
141
_logger?.
Trace
($"current CPU: {cpuUsageInTotal}, current Memory(mb): {memoryUsage}");
149
_logger.
Trace
($"maximum memory usage: {_settings.MaximumMemoryUsageInMegaByte}, PeakMemoryUsage: {metrics.PeakMemoryUsage} trialIsCancelled: {trialCancellationTokenSource.IsCancellationRequested}");
152
_logger.
Trace
($"cancel current trial {trialSettings.TrialId} because it uses {metrics.PeakMemoryUsage} mb memory and the maximum memory usage is {d}");
AutoMLExperiment\ITrialResultManager.cs (1)
190
_channel?.
Trace
($"load trial history from {filePath} successfully with {res.Count()} pieces of data");
Experiment\Experiment.cs (3)
99
_logger.
Trace
(e.Message);
169
_logger.
Trace
($"Evaluating pipeline {pipeline.ToString()}");
253
_logger.
Trace
($"{_history.Count}\t{runResult.Score}\t{stopwatch.Elapsed}\t{pipeline.ToString()}");
Tuner\SmacTuner.cs (3)
137
_channel?.
Trace
("SMAC - start fitting random forest regressor");
152
_channel?.
Trace
("SMAC - end fitting random forest regressor");
153
_channel?.
Trace
($"SMAC - fitting metric: rsquare {eval.RSquared}");
Microsoft.ML.AutoML.Tests (1)
MLContextManagerTests.cs (1)
58
channel.
Trace
("trace");
Microsoft.ML.Data (45)
Commands\CrossValidationCommand.cs (5)
153
ch.
Trace
("Constructing data pipeline");
180
ch.
Trace
("Binding label and features columns");
482
ch.
Trace
("Constructing trainer");
514
ch.
Trace
("Constructing the validation pipeline");
527
ch.
Trace
("Scoring and evaluating");
Commands\DataCommand.cs (1)
264
ch.
Trace
("Loading predictor");
Commands\EvaluateCommand.cs (5)
152
ch.
Trace
("Binding columns");
162
ch.
Trace
("Creating evaluator");
224
ch.
Trace
("Creating loader");
228
ch.
Trace
("Binding columns");
240
ch.
Trace
("Creating evaluator");
Commands\ScoreCommand.cs (5)
102
ch.
Trace
("Creating loader");
109
ch.
Trace
("Creating pipeline");
134
ch.
Trace
("Saving the data pipe");
138
ch.
Trace
("Creating saver");
202
ch.
Trace
("Scoring and saving data");
Commands\TestCommand.cs (3)
90
ch.
Trace
("Constructing data pipeline");
99
ch.
Trace
("Binding columns");
114
ch.
Trace
("Scoring and evaluating");
Commands\TrainCommand.cs (12)
141
ch.
Trace
("Constructing trainer");
148
ch.
Trace
("Constructing data pipeline");
160
ch.
Trace
("Binding columns");
175
ch.
Trace
("Constructing the validation pipeline");
193
ch.
Trace
("Constructing the test pipeline");
269
ch.
Trace
("Training");
292
ch.
Trace
("Constructing predictor from input model");
297
ch.
Trace
("Loading predictor");
358
ch2.
Trace
("Saving predictor");
362
ch2.
Trace
("Saving loader and transformations");
502
ch.
Trace
("Caching");
509
ch.
Trace
("Not caching");
Commands\TrainTestCommand.cs (7)
124
ch.
Trace
("Constructing trainer");
131
ch.
Trace
("Constructing the training pipeline");
148
ch.
Trace
("Binding columns");
161
ch.
Trace
("Constructing the validation pipeline");
179
ch.
Trace
("Constructing the test pipeline");
196
ch.
Trace
("Constructing the testing pipeline");
203
ch.
Trace
("Scoring and evaluating");
DataLoadSave\Binary\BinaryLoader.cs (1)
1176
ch.
Trace
("Not adding implicit shuffle, as it is unnecessary");
DataLoadSave\TransformerChain.cs (1)
229
ch.
Trace
("Saving transformer chain");
EntryPoints\InputBase.cs (1)
85
ch.
Trace
("Binding columns");
EntryPoints\TransformModelImpl.cs (1)
178
ch.
Trace
("Saving root schema and transformations");
Evaluators\RankingEvaluator.cs (1)
910
ch.
Trace
("Saving group-summary results");
Model\Pfa\SavePfaCommand.cs (1)
214
ch.
Trace
("Saving the data pipe");
Transforms\TrainAndScoreTransformer.cs (1)
237
ch.
Trace
("Constructing trainer");
Microsoft.ML.EntryPoints (2)
ScoreModel.cs (2)
81
ch.
Trace
("Creating pipeline");
131
ch.
Trace
("Creating pipeline");
Microsoft.ML.FastTree (7)
FastTree.cs (3)
651
ch.
Trace
($"numTotalTrees left: {numTotalTrees}");
853
ch.
Trace
("Computing scores fast");
862
ch.
Trace
("Computing scores slow");
TreeEnsembleFeaturizer.cs (4)
638
ch.
Trace
("Loading model");
644
ch.
Trace
("Creating scorer");
670
ch.
Trace
("Creating TrainAndScoreTransform");
712
ch.
Trace
("Prepare data");
Microsoft.ML.OnnxConverter (1)
SaveOnnxCommand.cs (1)
419
ch.
Trace
("Saving the data pipe");
Microsoft.ML.TorchSharp (6)
AutoFormerV2\ObjectDetectionTrainer.cs (2)
176
ch.
Trace
($"Starting epoch {i}");
179
ch.
Trace
($"Finished epoch {i}");
Roberta\QATrainer.cs (2)
165
ch.
Trace
($"Starting epoch {i}");
168
ch.
Trace
($"Finished epoch {i}");
TorchSharpBaseTrainer.cs (2)
111
ch.
Trace
($"Starting epoch {i}");
114
ch.
Trace
($"Finished epoch {i}");
Microsoft.ML.Transforms (3)
LearnerFeatureSelection.cs (2)
275
ch.
Trace
("Constructing trainer");
289
ch.
Trace
("Binding columns");
PermutationFeatureImportance.cs (1)
47
ch.
Trace
("Scoring and evaluating baseline.");
Microsoft.ML.Vision (1)
ImageClassificationTrainer.cs (1)
565
options.MetricsCallback = (ImageClassificationMetrics metric) => { logger.
Trace
(metric.ToString()); };