source: branches/HeuristicLab.Problems.GaussianProcessTuning/ILNumerics.2.14.4735.573/Functions/ILMath_General.cs @ 12448

///
///    This file is part of ILNumerics Community Edition.
///
///    ILNumerics Community Edition - high performance computing for applications.
///    Copyright (C) 2006 - 2012 Haymo Kutschbach, http://ilnumerics.net
///
///    ILNumerics Community Edition is free software: you can redistribute it and/or modify
///    it under the terms of the GNU General Public License version 3 as published by
///    the Free Software Foundation.
///
///    ILNumerics Community Edition is distributed in the hope that it will be useful,
///    but WITHOUT ANY WARRANTY; without even the implied warranty of
///    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
///    GNU General Public License for more details.
///
///    You should have received a copy of the GNU General Public License
///    along with ILNumerics Community Edition. See the file License.txt in the root
///    of your distribution package. If not, see <http://www.gnu.org/licenses/>.
///
///    In addition this software uses the following components and/or licenses: 
///
///    =================================================================================
///    The Open Toolkit Library License
///    
///    Copyright (c) 2006 - 2009 the Open Toolkit library.
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///    of this software and associated documentation files (the "Software"), to deal
///    in the Software without restriction, including without limitation the rights to 
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using System;
using System.Collections.Generic;
using System.Text;
using System.Runtime.InteropServices;
using ILNumerics.Storage;
using ILNumerics.Misc;
using ILNumerics.Native;
using ILNumerics.Exceptions; 
using System.IO; 

namespace ILNumerics {

    /// <summary>
    /// Main math class, exposes all static math functions. Users should write algorithms in a class derived from <c>ILMath</c>. 
    /// </summary>
    public partial class ILMath {
    /// <summary>
    /// Concrete interface wrapper class providing the native LAPACK functions
    /// </summary>
    /// <remarks>The LAPACK wrapper will be initialized the first time, 
    /// a call to any static method of ILMath is made. The decision, which 
    /// native module to load is done by use of native CPUID assembly statements.
    /// If the current processor does not support those calls or is not recognizable
    /// by ILNumerics, a generic - not optimized - version of native LAPACK code will
    /// be used than.</remarks>
        public static IILLapack Lapack;

        /// <summary>
        /// Platform specific FFT implementation, <b>internally</b> used to compute fft 
        /// </summary>
        public static IILFFT FFTImplementation; 
        
        /// <summary>
        /// Main math class providing static builtin functions
        /// </summary>
        static ILMath() {
            #region initialize proc specific interfaces
            // for now we rely on the existance of the Intel MKL! 
            try {
                ILMKLFFT mkl = new ILMKLFFT();
                FFTImplementation = mkl;
                ILLapackMKL10_0 lapack = new ILLapackMKL10_0(); 
                Lapack = lapack;
                fft(1.0);
            } catch (Exception exc) {
                Console.Write("Error initializing Lapack implementation: " + exc.ToString()); 
                // MKL missing ... no fallback by now
            }
            #endregion 
            #region initialize machine parameter infos 
            macharD(ref m_machparDouble.ibeta, ref m_machparDouble.it,ref m_machparDouble.irnd,ref m_machparDouble.ngrd,ref m_machparDouble.machep,ref m_machparDouble.negep,ref m_machparDouble.iexp,ref m_machparDouble.minexp,ref m_machparDouble.maxexp,ref m_machparDouble.eps,ref m_machparDouble.epsneg,ref m_machparDouble.xmin,ref m_machparDouble.xmax); 
            macharF(ref m_machparSingle.ibeta, ref m_machparSingle.it,ref m_machparSingle.irnd,ref m_machparSingle.ngrd,ref m_machparSingle.machep,ref m_machparSingle.negep,ref m_machparSingle.iexp,ref m_machparSingle.minexp,ref m_machparSingle.maxexp,ref m_machparSingle.eps,ref m_machparSingle.epsneg,ref m_machparSingle.xmin,ref m_machparSingle.xmax); 
            #endregion

        }
    /// <summary>
    /// Minimal size of dimensions, expensive operations will be carried out by native LAPACK libs. 
    /// </summary>
    /// <remarks>This property is not yet implemented. All computations (unless for scalars) will be using LAPACK.
    /// </remarks>
        internal static readonly int ILAtlasMinimumElementSize = 1;

        #region private helper 
        private static readonly char TRANS_NONE = 'n';

        private static byte saturateByte(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > byte.MaxValue) return byte.MaxValue;
            if (a < byte.MinValue) return byte.MinValue;
            return (byte)a;
        }
        private static sbyte saturateSByte(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > sbyte.MaxValue) return sbyte.MaxValue;
            if (a < sbyte.MinValue) return sbyte.MinValue;
            return (sbyte)a;
        }
        private static char saturateChar(double a) {
            if (double.IsNaN(a)) return (char)0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > char.MaxValue) return char.MaxValue;
            if (a < char.MinValue) return char.MinValue;
            return (char)a;
        }
        private static short saturateInt16(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > short.MaxValue) return short.MaxValue;
            if (a < short.MinValue) return short.MinValue;
            return (short)a;
        }
        private static int saturateInt32(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > int.MaxValue) return int.MaxValue;
            if (a < int.MinValue) return int.MinValue;
            return (int)a;
        }
        private static long saturateInt64(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > long.MaxValue) return long.MaxValue;
            if (a < long.MinValue) return long.MinValue;
            return (long)a;
        }
        private static ushort saturateUInt16(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > ushort.MaxValue) return ushort.MaxValue;
            if (a < ushort.MinValue) return ushort.MinValue;
            return (ushort)a;
        }
        private static uint saturateUInt32(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > uint.MaxValue) return uint.MaxValue;
            if (a < uint.MinValue) return uint.MinValue;
            return (uint)a;
        }
        private static ulong saturateUInt64(double a) {
            if (double.IsNaN(a)) return 0;
            a = Math.Round(a, MidpointRounding.AwayFromZero);
            if (a > ulong.MaxValue) return ulong.MaxValue;
            if (a < ulong.MinValue) return ulong.MinValue;
            return (ulong)a;
        }

        #endregion
    }
}