You can allocate MUCH MORE memory than ~2 GB by building your application to a 64-bit architecture, which requires that you create a new build configuration in Visual Studio, and that build of the application will only run on 64-bit versions of Windows. In .NET, using the default "Any CPU" build option for your application, I find that I am only able to allocate about 1.5 GB of memory from the heap (even on 64-bit Windows machine), which is because the application actually only runs in 32-bit mode when it is built in "Any CPU" mode. But by compiling to x64 architecture, you can allocate much, much more memory from the heap during the execution of your application, and I will explain how to create a x64 build for your application below:
Again, using the normal (default) "Any CPU" build option in your .NET project, your application will ALWAYS run under 32-bit mode, even on a 64-bit Windows OS. Therefore you won't be able to allocate more than about 1.5 to 2 GB of RAM memory during application execution. To run your .NET application in true 64-bit mode, you will need to go into the build configuration manager and create a build type for the x64 architecture, and then recompile your program for x64 explicitly using that build type. The x64 build mode option can be created for your .NET solution using the following steps:
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In the Visual Studio "Solution Explorer" pane, right click on the Solution icon and choose the "Configuration Manager" option from the pop-up menu. This will open the build "Configuration Manager" dialog window for the .NET Solution file.
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On the right, top side of the build "Configuration Manager" dialog, click on the down arrow and select the "<new>" option. This will open the "New Solution Platform" dialog.
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In the "New Solution Platform" dialog, for the "Platform" option, choose "x64" from the drop-down menu. Then click the "OK" button and the new, x64 build option will now be available in the Configuration Manager dialog.
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Then, on the "Configuration Manager" dialog, select "x64" in the "Active Solution Platform" drop-down menu. The click the "Close" button.
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In the Visual Studio "Solution Explorer" pane, right click on the CS Project icon and choose the "Properties" option from the pop-up menu (the last option at the bottom of this menu). This will open the CS Project properties window.
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On left side of the CS Project properties window, click on the "Build" tab to show the build properties for your code project. At the top of this window, notice that the "Platform" should now say "x64" (as opposed to the default "Any CPU" option). If the "Platform" drop-down doesn't show "x64", you should select it now.
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Then just build your code and in the "bin" folder, you should now have a x64 folder with the new 64-bit build of your application within it.
Using a 64-bit build of your application on a 64-bit Windows OS will allow your program to allocate much more than ~2GB of memory, presumably up to 2^64 address spaces (if you have the RAM and disk space available, which are the real limiting factors as of the time of writing this response).
If you're STILL running out of memory in your application, you can also increase the size of the Windows memory page file. On Windows, the page file allows the operating system to shift memory from RAM to the disk, if it runs out of RAM memory space. But there is a big time cost in shifting sections of RAM memory to and from the disk, so it may be a real hit on the performance of your application. Regardless of performance, by increasing the page size, you could (in theory) make the page file as large as there is free space available on the C: drive of your windows machine. In that case, your application would be able to allocate, for example, up to 4 TB of memory (or whatever amount of memory that your page file size is set to) during the execution of your program. To change the page file settings for your Windows machine, do the following:
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Open the "System Properties" dialog by right clicking on "This PC" and choosing the "Properties" option on the pop-up menu. This can also be accomplished in later versions of Windows (Windows 10, Win 2012 Server, etc...) by going to "Start" > "Control Panel" > "System and Security" > "System".
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On the left side of the "System" dialog, click on the "Advanced System Properties" option. This will show the "Advanced" tab of the legacy "System Properties" dialog for Windows.
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On the "Advanced" tab of the "System Properties" dialog, click the "Settings" button in the "Performance" box. This will open the "Performance Options" dialog.
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On the "Performance Options" dialog, click on the "Advanced" tab to see the current size setting for the Windows memory page file.
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To increase the page file size, click on the "Change" button and the "Virtual Memory" dialog will be opened.
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On the "Virtual Memory" dialog, select the "C:" drive, then under "Custom Size", set the "Initial" and "Maximum" sizes. You can use any size up to the maximum amount of free space on the C: drive, but making this change will reserve that space for the page file on the hard drive.
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Then click "Ok" on all dialogs to commit the new settings. Then reboot your computer to ensure all changes have been completed properly and that the new page file settings are in operation.
Anyway, I hope this helps people understand why they can run into this 1.5 - 2 GB memory limitation issue in a .NET application, even when running on a 64-bit Windows machine. This can be a very confusing issue for people and I hope my explanation makes sense. Please feel free to message me with questions about this answer if needed.