mirror of
https://github.com/hanzoai/jube-fork.git
synced 2026-10-30 18:33:33 +00:00
richard-churchman
cc0a2bee21
Included open-source Accord.net library code natively to the solution given the deprecated state of that project. Accord.net will be supported inside Jube for own needs (such as upgrading to .Net 7+). Accord.net libraries modified to compile to .Net 6. Modified Accord.net libraries to better support Newtonsoft Json.net serialisation. Included annotations in the Accord.net libraries to house important dependency statistics. Serialised json can be used independently of Jube to recall a Neural Network. Removal of Binary Serializer totally as a precursor to the projects support of .Net 7+. Extensive bug fixing in crucial functions of Neural Network training and recall. While this part of the system remains in Alpha, it is substantially more fit for purpose.
142 lines
4.7 KiB
C#
142 lines
4.7 KiB
C#
// Accord Core Library
|
|
// The Accord.NET Framework
|
|
// http://accord-framework.net
|
|
//
|
|
// Copyright © César Souza, 2009-2017
|
|
// cesarsouza at gmail.com
|
|
//
|
|
// This library is free software; you can redistribute it and/or
|
|
// modify it under the terms of the GNU Lesser General Public
|
|
// License as published by the Free Software Foundation; either
|
|
// version 2.1 of the License, or (at your option) any later version.
|
|
//
|
|
// This library 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
|
|
// Lesser General Public License for more details.
|
|
//
|
|
// You should have received a copy of the GNU Lesser General Public
|
|
// License along with this library; if not, write to the Free Software
|
|
// Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
|
|
//
|
|
|
|
#if NET35 || NETSTANDARD1_4
|
|
namespace Accord.Compat
|
|
{
|
|
using Accord;
|
|
using System.Collections.Generic;
|
|
using System;
|
|
using System.Threading;
|
|
|
|
/// <summary>
|
|
/// Minimum Parallel Tasks implementation for .NET 3.5 and .NET Standard 1.4 to make
|
|
/// Accord.NET work. This is nowhere a functional implementation and exists only to
|
|
/// provide compile-time compatibility with previous framework versions.
|
|
/// </summary>
|
|
///
|
|
internal static class Parallel
|
|
{
|
|
/// <summary>
|
|
/// Loop body delegate.
|
|
/// </summary>
|
|
///
|
|
[System.Diagnostics.CodeAnalysis.SuppressMessage("Microsoft.Design", "CA1034:NestedTypesShouldNotBeVisible")]
|
|
public delegate void ForLoopBody(int index);
|
|
|
|
/// <summary>
|
|
/// Loop body delegate.
|
|
/// </summary>
|
|
///
|
|
[System.Diagnostics.CodeAnalysis.SuppressMessage("Microsoft.Design", "CA1034:NestedTypesShouldNotBeVisible")]
|
|
public delegate void ForEachLoopBody<T>(T value);
|
|
|
|
/// <summary>
|
|
/// Loop body delegate.
|
|
/// </summary>
|
|
///
|
|
[System.Diagnostics.CodeAnalysis.SuppressMessage("Microsoft.Design", "CA1034:NestedTypesShouldNotBeVisible")]
|
|
public delegate T ForLoopBody<T>(int index, Object state, T result);
|
|
|
|
/// <summary>
|
|
/// Parallel for mock-up. The provided
|
|
/// code will NOT be run in parallel.
|
|
/// </summary>
|
|
///
|
|
public static void For(int start, int stop, ForLoopBody loopBody)
|
|
{
|
|
for (int i = start; i < stop; i++)
|
|
loopBody(i);
|
|
}
|
|
|
|
/// <summary>
|
|
/// Parallel foreach mock-up. The provided
|
|
/// code will NOT be run in parallel.
|
|
/// </summary>
|
|
///
|
|
public static void ForEach<T>(IEnumerable<T> values, ForEachLoopBody<T> loopBody)
|
|
{
|
|
foreach (var v in values)
|
|
loopBody(v);
|
|
}
|
|
|
|
/// <summary>
|
|
/// Parallel for mock-up. The provided
|
|
/// code will NOT be run in parallel.
|
|
/// </summary>
|
|
///
|
|
public static void For(int start, int stop, ParallelOptions options, ForLoopBody loopBody)
|
|
{
|
|
for (int i = start; i < stop; i++)
|
|
loopBody(i);
|
|
}
|
|
|
|
/// <summary>
|
|
/// Parallel for mock-up. The provided
|
|
/// code will NOT be run in parallel.
|
|
/// </summary>
|
|
///
|
|
public static void For<T>(int start, int stop, ParallelOptions options,
|
|
Func<T> initial, ForLoopBody<T> loopBody, Action<T> end)
|
|
{
|
|
T obj = initial();
|
|
for (int i = start; i < stop; i++)
|
|
obj = loopBody(i, null, obj);
|
|
end(obj);
|
|
}
|
|
|
|
/// <summary>
|
|
/// Parallel for mock-up. The provided
|
|
/// code will NOT be run in parallel.
|
|
/// </summary>
|
|
///
|
|
public static void For<T>(int start, int stop,
|
|
Func<T> initial, ForLoopBody<T> loopBody, Action<T> end)
|
|
{
|
|
For(start, stop, null, initial, loopBody, end);
|
|
}
|
|
}
|
|
|
|
/// <summary>
|
|
/// Minimum Parallel Tasks implementation for .NET 3.5 to make
|
|
/// Accord.NET work. This is nowhere a functional implementation
|
|
/// and exists only to provide compile-time compatibility with
|
|
/// previous framework versions.
|
|
/// </summary>
|
|
///
|
|
public class ParallelOptions
|
|
{
|
|
/// <summary>
|
|
/// Does not have any effect in .NET 3.5 or .NET Standard 1.4.
|
|
/// </summary>
|
|
///
|
|
public int MaxDegreeOfParallelism { get; set; }
|
|
|
|
/// <summary>
|
|
/// Does not have any effect in .NET 3.5 or .NET Standard 1.4.
|
|
/// </summary>
|
|
///
|
|
public CancellationToken CancellationToken { get; set; }
|
|
}
|
|
}
|
|
#endif
|