//
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
// http://github.com/mathnet/mathnet-numerics
// http://mathnetnumerics.codeplex.com
//
// Copyright (c) 2009-2010 Math.NET
//
// Permission is hereby granted, free of charge, to any person
// obtaining a copy of this software and associated documentation
// files (the "Software"), to deal in the Software without
// restriction, including without limitation the rights to use,
// copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the
// Software is furnished to do so, subject to the following
// conditions:
//
// The above copyright notice and this permission notice shall be
// included in all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
// OTHER DEALINGS IN THE SOFTWARE.
//
namespace MathNet.Numerics
{
using System;
using Algorithms.LinearAlgebra;
///
/// Sets parameters for the library.
///
public static class Control
{
///
/// Initial number of threads to use;
///
private static int _numberOfThreads = Environment.ProcessorCount;
///
/// Initial block size for the native linear algebra provider.
///
private static int _blockSize = 512;
///
/// Initial parallel order size for the matrix multiply in linear algebra provider.
///
private static int _parallelizeOrder = 64;
///
/// The default cutoff point for order size for the matrix multiply in linear algebra provider.
///
private static int _parallelizeElements = 300;
///
/// Initializes static members of the Control class.
///
static Control()
{
CheckDistributionParameters = true;
ThreadSafeRandomNumberGenerators = true;
DisableParallelization = false;
LinearAlgebraProvider = new ManagedLinearAlgebraProvider();
}
///
/// Gets or sets a value indicating whether the distribution classes check validate each parameter.
/// For the multivariate distributions this could involve an expensive matrix factorization.
/// The default setting of this property is true.
///
public static bool CheckDistributionParameters { get; set; }
///
/// Gets or sets a value indicating whether to use thread safe random number generators (RNG).
/// Thread safe RNG about two and half time slower than non-thread safe RNG.
///
///
/// true to use thread safe random number generators ; otherwise, false.
///
public static bool ThreadSafeRandomNumberGenerators { get; set; }
///
/// Gets or sets a value indicating whether parallelization shall be disabled globally.
///
public static bool DisableParallelization { get; set; }
///
/// Gets or sets the linear algebra provider.
///
/// The linear algebra provider.
public static ILinearAlgebraProvider LinearAlgebraProvider
{
get;
set;
}
///
/// Gets or sets a value indicating how many parallel worker threads shall be used
/// when parallelization is applicable.
///
/// The Silverlight version of the library defaults to one thread.
public static int NumberOfParallelWorkerThreads
{
get { return _numberOfThreads; }
set
{ // instead of throwing an out of range exception, simply normalize
_numberOfThreads = Math.Max(1, Math.Min(1024, value));
}
}
///
/// Gets or sets the the block size to use for the native linear
/// algebra provider.
///
/// The block size. Must be at least 32.
public static int BlockSize
{
get { return _blockSize; }
set
{
if (_blockSize > 31)
{
_blockSize = value;
}
}
}
///
/// Gets or sets the order of the matrix when linear algebra provider must calculate multiply in parallel threads.
///
/// The order. Default is 64.
public static int ParallelizeOrder
{
get { return _parallelizeOrder; }
set
{
if (_parallelizeOrder > 2)
{
_parallelizeOrder = value;
}
}
}
///
/// Gets or sets the number of elements a vector or matrix must contain before we multiply threads.
///
/// Number of elements. Default is 300.
public static int ParallelizeElements
{
get { return _parallelizeElements; }
set
{
if (_parallelizeElements > 2)
{
_parallelizeElements = value;
}
}
}
///
/// Given the number elements, should the operation be parallelized.
///
/// The number elements to check.
/// true if the operation should be parallelized; false otherwise.
public static bool ParallelizeOperation(int elements)
{
return elements < ParallelizeElements || DisableParallelization || NumberOfParallelWorkerThreads < 2;
}
}
}