// // 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; } } }