using Microsoft.ML.SearchSpace;
using OptionAttribute = Microsoft.ML.SearchSpace.NestOptionAttribute;
using ColorsOrder = Microsoft.ML.Transforms.Image.ImagePixelExtractingEstimator.ColorsOrder;
using ColorBits = Microsoft.ML.Transforms.Image.ImagePixelExtractingEstimator.ColorBits;
using ResizingKind = Microsoft.ML.Transforms.Image.ImageResizingEstimator.ResizingKind;
using Anchor = Microsoft.ML.Transforms.Image.ImageResizingEstimator.Anchor;
using BertArchitecture = Microsoft.ML.TorchSharp.NasBert.BertArchitecture;
using static Microsoft.ML.Vision.ImageClassificationTrainer.Architecture;
using DataKind = Microsoft.ML.Data.DataKind;
using CaseMode = Microsoft.ML.Transforms.Text.TextNormalizingEstimator.CaseMode;
 
#nullable enable
 
namespace Microsoft.ML.AutoML.CodeGen
{
    public class QuestionAnsweringOption
    {
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string ContextColumnName {get; set;} = "Context";
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string QuestionColumnName {get; set;} = "Question";
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string TrainingAnswerColumnName {get; set;} = "TrainingAnswer";
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string AnswerIndexStartColumnName {get; set;} = "AnswerStart";
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string ScoreColumnName {get; set;} = "Score";
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public string PredictedAnswerColumnName {get; set;} = "Answer";
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public int BatchSize {get; set;} = 4;
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public int MaxEpochs {get; set;} = 10;
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public int TopKAnswers {get; set;} = 3;
 
        
        [System.Diagnostics.CodeAnalysis.SuppressMessage("Declaration", "MSML_NoInstanceInitializers:No initializers on instance fields or properties")]
        public BertArchitecture Architecture {get; set;} = BertArchitecture.Roberta;
 
 
    }
}