QuantileAccuracyParameter.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.ComponentModel;
using MyCaffe.basecode;
 
namespace MyCaffe.param.tft
{
    [Serializable]
    [TypeConverter(typeof(ExpandableObjectConverter))]
    public class QuantileAccuracyParameter : LayerParameterBase
    {
        List<float> m_rgAccuracyRanges = new List<float>();
        uint m_nAveragePeriod = 30;
 
        public QuantileAccuracyParameter()
        {
        }
 
        [Description("Specifies the quantile ranges from center to check for predicted values against target values.  The number of target values falling within the center +/- each quantile accuracy range defines the accuracy.")]
        public List<float> accuracy_ranges
        {
            get { return m_rgAccuracyRanges; }
            set { m_rgAccuracyRanges = value; }
        }
 
        [Description("Specifies the period over which the accuracy is averaged (default = 30).")]
        public uint average_period
        {
            get { return m_nAveragePeriod; }
            set { m_nAveragePeriod = value; }
        }
 
        public override object Load(System.IO.BinaryReader br, bool bNewInstance = true)
        {
            RawProto proto = RawProto.Parse(br.ReadString());
            QuantileAccuracyParameter p = FromProto(proto);
 
            if (!bNewInstance)
                Copy(p);
 
            return p;
        }
 
        public override void Copy(LayerParameterBase src)
        {
            QuantileAccuracyParameter p = (QuantileAccuracyParameter)src;
            m_rgAccuracyRanges = Utility.Clone<float>(p.accuracy_ranges);
            m_nAveragePeriod = p.m_nAveragePeriod;
        }
 
        public override LayerParameterBase Clone()
        {
            QuantileAccuracyParameter p = new QuantileAccuracyParameter();
            p.Copy(this);
            return p;
        }
 
        public override RawProto ToProto(string strName)
        {
            RawProtoCollection rgChildren = new RawProtoCollection();
 
            rgChildren.Add<float>("accuracy_range", accuracy_ranges);
            rgChildren.Add("average_period", average_period.ToString());
 
            return new RawProto(strName, "", rgChildren);
        }
 
        public static QuantileAccuracyParameter FromProto(RawProto rp)
        {
            string strVal;
            QuantileAccuracyParameter p = new QuantileAccuracyParameter();
 
            p.accuracy_ranges = rp.FindArray<float>("accuracy_range");
 
            if ((strVal = rp.FindValue("average_period")) != null)
                p.average_period = uint.Parse(strVal);
 
            return p;
        }
    }
}