RandomMemoryCollection.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using MyCaffe.basecode;
 
namespace MyCaffe.trainers.common
{
    public class RandomMemoryCollection : IMemoryCollection
    {
        MemoryCollection m_mem;
        double[] m_rgWts = null;
        int[] m_rgIdx = null;
 
        public RandomMemoryCollection(int nMax)
        {
            m_mem = new MemoryCollection(nMax);
        }
 
        public void CleanUp()
        {
        }
 
        public int Count
        {
            get { return m_mem.Count; }
        }
 
        public void Add(MemoryItem m)
        {
            m_mem.Add(m);
        }
 
        public MemoryCollection GetSamples(CryptoRandom random, int nCount, double dfBeta)
        {
            if (m_rgWts == null || m_rgWts.Length != nCount)
            {
                m_rgWts = new double[nCount];
                for (int i = 0; i < m_rgWts.Length; i++)
                {
                    m_rgWts[i] = 1.0;
                }
            }
 
            if (m_rgIdx == null || m_rgIdx.Length != nCount)
            {
                m_rgIdx = new int[nCount];
            }
 
            MemoryCollection mem = m_mem.GetRandomSamples(random, nCount);
 
            mem.Indexes = m_rgIdx;
            mem.Priorities = m_rgWts;
 
            return mem;
        }
 
        public void Update(MemoryCollection rgSamples)
        {
        }
    }
}