QuantileLossParameter.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 QuantileLossParameter : LayerParameterBase
    {
        List<float> m_rgDesiredQuantiles = new List<float>();
 
        public QuantileLossParameter()
        {
        }
 
        [Description("Specifies the desired quantiles.")]
        public List<float> desired_quantiles
        {
            get { return m_rgDesiredQuantiles; }
            set { m_rgDesiredQuantiles = value; }
        }
 
        public override object Load(System.IO.BinaryReader br, bool bNewInstance = true)
        {
            RawProto proto = RawProto.Parse(br.ReadString());
            QuantileLossParameter p = FromProto(proto);
 
            if (!bNewInstance)
                Copy(p);
 
            return p;
        }
 
        public override void Copy(LayerParameterBase src)
        {
            QuantileLossParameter p = (QuantileLossParameter)src;
            m_rgDesiredQuantiles = Utility.Clone<float>(p.desired_quantiles);
        }
 
        public override LayerParameterBase Clone()
        {
            QuantileLossParameter p = new QuantileLossParameter();
            p.Copy(this);
            return p;
        }
 
        public override RawProto ToProto(string strName)
        {
            RawProtoCollection rgChildren = new RawProtoCollection();
 
            rgChildren.Add<float>("desired_quantile", desired_quantiles);
 
            return new RawProto(strName, "", rgChildren);
        }
 
        public static QuantileLossParameter FromProto(RawProto rp)
        {
            QuantileLossParameter p = new QuantileLossParameter();
 
            p.desired_quantiles = rp.FindArray<float>("desired_quantile");
 
            return p;
        }
    }
}