//
// 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) 2009-2013 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 Algorithms.LinearAlgebra;
using System;
///
/// Sets parameters for the library.
///
public static class Control
{
private static int _numberOfThreads;
private static int _blockSize;
private static int _parallelizeOrder;
private static int _parallelizeElements;
static Control()
{
ConfigureAuto();
}
public static void ConfigureAuto()
{
// Random Numbers & Distributions
CheckDistributionParameters = true;
ThreadSafeRandomNumberGenerators = true;
// ToString & Formatting
MaxToStringColumns = 6;
MaxToStringRows = 8;
// Parallelization & Threading
_numberOfThreads = Environment.ProcessorCount;
DisableParallelization = _numberOfThreads < 2;
_blockSize = 512;
_parallelizeOrder = 64;
_parallelizeElements = 300;
// Linear Algebra Provider
#if PORTABLE
LinearAlgebraProvider = new ManagedLinearAlgebraProvider();
#else
try
{
const string name = "MathNetNumericsLAProvider";
var value = Environment.GetEnvironmentVariable(name);
switch (value != null ? value.ToUpperInvariant() : string.Empty)
{
case "MKL":
LinearAlgebraProvider = new Algorithms.LinearAlgebra.Mkl.MklLinearAlgebraProvider();
break;
default:
LinearAlgebraProvider = new ManagedLinearAlgebraProvider();
break;
}
}
catch
{
// We don't care about any failures here at all
LinearAlgebraProvider = new ManagedLinearAlgebraProvider();
}
#endif
}
public static void ConfigureSingleThread()
{
_numberOfThreads = 1;
DisableParallelization = true;
ThreadSafeRandomNumberGenerators = false;
}
///
/// 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.
///
/// Default to the number of processor cores, must be between 1 and 1024 (inclusive).
public static int NumberOfParallelWorkerThreads
{
get { return _numberOfThreads; }
set { _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. Default 512, must be at least 32.
public static int BlockSize
{
get { return _blockSize; }
set { _blockSize = Math.Max(32, value); }
}
///
/// Gets or sets the order of the matrix when linear algebra provider
/// must calculate multiply in parallel threads.
///
/// The order. Default 64, must be at least 3.
public static int ParallelizeOrder
{
get { return _parallelizeOrder; }
set { _parallelizeOrder = Math.Max(3, value); }
}
///
/// Gets or sets the number of elements a vector or matrix
/// must contain before we multiply threads.
///
/// Number of elements. Default 300, must be at least 3.
public static int ParallelizeElements
{
get { return _parallelizeElements; }
set { _parallelizeElements = Math.Max(3, 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 !DisableParallelization && NumberOfParallelWorkerThreads >= 2 && elements >= ParallelizeElements;
}
///
/// Maximum number of columns to print in ToString methods by default.
///
public static int MaxToStringColumns { get; set; }
///
/// Maximum number of rows to print in ToString methods by default.
///
public static int MaxToStringRows { get; set; }
}
}