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System Information (please complete the following information):
Model Builder Version (available in Manage Extensions dialog): 17.18.2.2415501
Visual Studio Version : 17.9.4
Describe the bug
On which step of the process did you run into an issue: Train
Clear description of the problem: When training data, the system processes the data, then throws an error "Invalid call to 'GetValue'"
To Reproduce
Steps to reproduce the behavior:
Select scenario
Select Environment (both CPU and GPU have error)
Add data
Train
Expected behavior
Training complete and moved to Evaluate section
Screenshots
Additional context
Error log:
at Microsoft.ML.DataViewSchema.Annotations.GetValue[TValue](String kind, TValue& value)
at Microsoft.ML.Data.SchemaAnnotationsExtensions.GetKeyValues[TValue](Column column, VBuffer1& keyValues) at Microsoft.ML.TorchSharp.NasBert.NerTrainer.Trainer.GetRowCountAndSetLabelCount(IDataView input) at Microsoft.ML.TorchSharp.TorchSharpBaseTrainer2.TrainerBase..ctor(TorchSharpBaseTrainer2 parent, IChannel ch, IDataView input, String modelUrl) at Microsoft.ML.TorchSharp.NasBert.NasBertTrainer2.NasBertTrainerBase..ctor(TorchSharpBaseTrainer2 parent, IChannel ch, IDataView input, String modelUrl) at Microsoft.ML.TorchSharp.NasBert.NerTrainer.CreateTrainer(TorchSharpBaseTrainer2 parent, IChannel ch, IDataView input)
at Microsoft.ML.TorchSharp.TorchSharpBaseTrainer2.Fit(IDataView input) at Microsoft.ML.Data.EstimatorChain1.Fit(IDataView input)
at Microsoft.ML.AutoML.SweepablePipelineRunner.Run(TrialSettings settings)
at Microsoft.ML.AutoML.SweepablePipelineRunner.RunAsync(TrialSettings settings, CancellationToken ct)
at Microsoft.ML.AutoML.AutoMLExperiment.d__24.MoveNext()
--- End of stack trace from previous location where exception was thrown ---
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at Microsoft.ML.ModelBuilder.AutoMLService.Experiments.NamedEntityRecognitionExperiment.d__13.MoveNext() in //src/Microsoft.ML.ModelBuilder.AutoMLService/Experiments/NamedEntityRecognitionExperiment.cs:line 133
--- End of stack trace from previous location where exception was thrown ---
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at Microsoft.ML.ModelBuilder.AutoMLEngine.d__21.MoveNext() in //src/Microsoft.ML.ModelBuilder.AutoMLService/AutoMLEngineService/AutoMLEngine.cs:line 199
System Information (please complete the following information):
Describe the bug
To Reproduce
Steps to reproduce the behavior:
Expected behavior
Training complete and moved to Evaluate section
Screenshots
Additional context
Error log:
at Microsoft.ML.DataViewSchema.Annotations.GetValue[TValue](String kind, TValue& value)
at Microsoft.ML.Data.SchemaAnnotationsExtensions.GetKeyValues[TValue](Column column, VBuffer
1& keyValues) at Microsoft.ML.TorchSharp.NasBert.NerTrainer.Trainer.GetRowCountAndSetLabelCount(IDataView input) at Microsoft.ML.TorchSharp.TorchSharpBaseTrainer
2.TrainerBase..ctor(TorchSharpBaseTrainer2 parent, IChannel ch, IDataView input, String modelUrl) at Microsoft.ML.TorchSharp.NasBert.NasBertTrainer
2.NasBertTrainerBase..ctor(TorchSharpBaseTrainer2 parent, IChannel ch, IDataView input, String modelUrl) at Microsoft.ML.TorchSharp.NasBert.NerTrainer.CreateTrainer(TorchSharpBaseTrainer
2 parent, IChannel ch, IDataView input)at Microsoft.ML.TorchSharp.TorchSharpBaseTrainer
2.Fit(IDataView input) at Microsoft.ML.Data.EstimatorChain
1.Fit(IDataView input)at Microsoft.ML.AutoML.SweepablePipelineRunner.Run(TrialSettings settings)
at Microsoft.ML.AutoML.SweepablePipelineRunner.RunAsync(TrialSettings settings, CancellationToken ct)
at Microsoft.ML.AutoML.AutoMLExperiment.d__24.MoveNext()
--- End of stack trace from previous location where exception was thrown ---
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at Microsoft.ML.ModelBuilder.AutoMLService.Experiments.NamedEntityRecognitionExperiment.d__13.MoveNext() in //src/Microsoft.ML.ModelBuilder.AutoMLService/Experiments/NamedEntityRecognitionExperiment.cs:line 133
--- End of stack trace from previous location where exception was thrown ---
at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
at System.Runtime.CompilerServices.TaskAwaiter.HandleNonSuccessAndDebuggerNotification(Task task)
at Microsoft.ML.ModelBuilder.AutoMLEngine.d__21.MoveNext() in //src/Microsoft.ML.ModelBuilder.AutoMLService/AutoMLEngineService/AutoMLEngine.cs:line 199
Files:
NERKeyMap.txt
NER_Data.txt
Note: Data shortened to 1 training item for example, training data has 2000+ items over all, issue occurs on any number of items.
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