1 write to Options
Microsoft.ML.TorchSharp (1)
25 references to Options
Microsoft.ML.TorchSharp (25)
Roberta\QATrainer.cs (25)
606outColumns[Options.PredictedAnswerColumnName] = new SchemaShape.Column(Options.PredictedAnswerColumnName, SchemaShape.Column.VectorKind.VariableVector,
609outColumns[Options.ScoreColumnName] = new SchemaShape.Column(Options.ScoreColumnName, SchemaShape.Column.VectorKind.VariableVector,
617if (!inputSchema.TryFindColumn(Options.ContextColumnName, out var contextCol))
618throw Host.ExceptSchemaMismatch(nameof(inputSchema), "Context", Options.ContextColumnName);
620throw Host.ExceptSchemaMismatch(nameof(inputSchema), "Context", Options.ContextColumnName,
623if (!inputSchema.TryFindColumn(Options.QuestionColumnName, out var questionCol))
624throw Host.ExceptSchemaMismatch(nameof(inputSchema), "Question", Options.QuestionColumnName);
626throw Host.ExceptSchemaMismatch(nameof(inputSchema), "Question", Options.QuestionColumnName,
655ctx.SaveNonEmptyString(Options.ContextColumnName);
656ctx.SaveNonEmptyString(Options.QuestionColumnName);
657ctx.SaveNonEmptyString(Options.PredictedAnswerColumnName);
658ctx.SaveNonEmptyString(Options.ScoreColumnName);
659ctx.Writer.Write(Options.TopKAnswers);
718if (inputSchema.TryGetColumnIndex(parent.Options.ContextColumnName, out var col))
720if (inputSchema.TryGetColumnIndex(parent.Options.QuestionColumnName, out col))
746info[0] = new DataViewSchema.DetachedColumn(_parent.Options.PredictedAnswerColumnName, new VectorDataViewType(TextDataViewType.Instance));
748info[1] = new DataViewSchema.DetachedColumn(_parent.Options.ScoreColumnName, new VectorDataViewType(NumberDataViewType.Single), meta.ToAnnotations());
781getContext = input.GetGetter<ReadOnlyMemory<char>>(input.Schema[_parent.Options.ContextColumnName]);
782getQuestion = input.GetGetter<ReadOnlyMemory<char>>(input.Schema[_parent.Options.QuestionColumnName]);
808getContext = input.GetGetter<ReadOnlyMemory<char>>(input.Schema[_parent.Options.ContextColumnName]);
809getQuestion = input.GetGetter<ReadOnlyMemory<char>>(input.Schema[_parent.Options.QuestionColumnName]);
832TensorCacher outputCacher = new TensorCacher(_parent.Options.TopKAnswers);
920var topKSpans = MetricUtils.ComputeTopKSpansWithScore(logits, _parent.Options.TopKAnswers, questionLength, contextLength);