Introduction
I'm Oleksandr Karpov and this is my first article here, thanks for reading it.
Here, I'm going to show and explain how to copy data really fast and how to use assembly under C# and .NET. In my case, I use it in a video creating application from images, video and sound.
Also, if you have an assembly method or function that you need to use under C#, it will show you how to do it in a quick and simple way.
Background
To understand it all, it would be great for you to know assembly language, memory alignment and some C#, Windows and .NET advanced techniques.
To be able to copy-paste data really fast, you need it to have 16 byte aligned memory address in other way it will have almost the same speed (in my case, about 1.02 time faster).
The code uses SSE instructions that are supported by processors from Pentium III+ (KNI/MMX2), AMD Athlon (AMD EMMX).
I have tested it on my Pentium Dual-Core E5800 3.2GHz with 4GB RAM in dual mode.
For me, the fast copy method is 1.5 times faster than the standard with 16 byte memory aligned and
almost the same (1.02 times faster) with non-aligned memory addresses.
To be able to allocate 16 byte aligned memory in C# under Windows, we have three ways to do it:
a) On this time it seems that Bitmap object (actually windows itself inside) allocates memory with 16 byte aligned address, so we can use Bitmap to easy and quick aligned memory allocation;
b) As managed array by adding 8 bytes more (as windows heap is 8 byte aligned) and calculating 16 byte aligned memory point within allocated memory:
int dataLength = 4096;
// +8 bytes as windows heap is 8 byte aligned
byte[] buffer = new byte[dataLength + 8];
IntPtr addr = Marshal.UnsafeAddrOfPinnedArrayElement(buffer, 0);
//(int)(((long)addr + 15) / 16 * 16 - getting point to 16 byte aligned address
int bufferAlignedOffset = (int)(((long)addr + 15) / 16 * 16 - addr);
c) By allocating memory with VirtualAlloc API:
IntPtr addr = VirtualAlloc(IntPtr.Zero,
new UIntPtr(dataLength + 8),
AllocationTypes.Commit | AllocationTypes.Reserve,
MemoryProtections.ExecuteReadWrite);
addr = new IntPtr(((long)addr + 15) / 16 * 16);
Using the Code
This is a complete performance test that will show you performance measurements and how to use it all.
The FastMemCopy class contains all things for fast memory copy logic.
First thing you need is to create a default Windows Forms application project and put two buttons on the form and the PictureBox control as we will test it on images.
Let's declare some fields:
string bitmapPath;
Bitmap bmp, bmp2;
BitmapData bmpd, bmpd2;
byte[] buffer = null;
Now, we will create two methods to handle click events for our buttons.
For standard method:
private void btnStandard_Click(object sender, EventArgs e)
{
using (OpenFileDialog ofd = new OpenFileDialog())
{
if (ofd.ShowDialog() != System.Windows.Forms.DialogResult.OK)
return;
bitmapPath = ofd.FileName;
}
//open a selected image and create an empty image with the same size
OpenImage();
//unlock for read and write images
UnlockBitmap();
//copy data from one image to another by standard method
CopyImage();
//lock images to be able to see them
LockBitmap();
//lets see what we have
pictureBox1.Image = bmp2;
}
and for fast method:
private void btnFast_Click(object sender, EventArgs e)
{
using (OpenFileDialog ofd = new OpenFileDialog())
{
if (ofd.ShowDialog() != System.Windows.Forms.DialogResult.OK)
return;
bitmapPath = ofd.FileName;
}
//open a selected image and create an empty image with the same size
OpenImage();
//unlock for read and write images
UnlockBitmap();
//copy data from one image to another with our fast method
FastCopyImage();
//lock images to be able to see them
LockBitmap();
//lets see what we have
pictureBox1.Image = bmp2;
}
Ok, now we have buttons and event handlers so let's implement methods that will open images, lock, unlock them and standard copy method:
Open an image:
void OpenImage()
{
pictureBox1.Image = null;
buffer = null;
if (bmp != null)
{
bmp.Dispose();
bmp = null;
}
if (bmp2 != null)
{
bmp2.Dispose();
bmp2 = null;
}
GC.Collect(GC.MaxGeneration, GCCollectionMode.Forced);
bmp = (Bitmap)Bitmap.FromFile(bitmapPath);
buffer = new byte[bmp.Width * 4 * bmp.Height];
bmp2 = new Bitmap(bmp.Width, bmp.Height, bmp.Width * 4, PixelFormat.Format32bppArgb,
Marshal.UnsafeAddrOfPinnedArrayElement(buffer, 0));
}
Lock and unlock bitmaps:
void UnlockBitmap()
{
bmpd = bmp.LockBits(new Rectangle(0, 0, bmp.Width, bmp.Height), ImageLockMode.ReadWrite,
PixelFormat.Format32bppArgb);
bmpd2 = bmp2.LockBits(new Rectangle(0, 0, bmp.Width, bmp.Height), ImageLockMode.ReadWrite,
PixelFormat.Format32bppArgb);
}
void LockBitmap()
{
bmp.UnlockBits(bmpd);
bmp2.UnlockBits(bmpd2);
}
and copy data from one image to another and show measured time:
void CopyImage()
{
//start stopwatch
Stopwatch sw = new Stopwatch();
sw.Start();
//copy-past data 10 times
for (int i = 0; i < 10; i++)
{
System.Runtime.InteropServices.Marshal.Copy(bmpd.Scan0, buffer, 0, buffer.Length);
}
//stop stopwatch
sw.Stop();
//show measured time
MessageBox.Show(sw.ElapsedTicks.ToString());
}
That's it for the standard copy-paste method. Actually, there is nothing too complex, we use well-known System.Runtime.InteropServices.Marshal.Copy method.
And one more "middle-method" for the fast copy logic:
void FastCopyImage()
{
FastMemCopy.FastMemoryCopy(bmpd.Scan0, bmpd2.Scan0, buffer.Length);
}
Now, let's implement the FastMemCopy class. Here is the declaration of the class and some types we will use inside of it:
internal static class FastMemCopy
{
[Flags]
private enum AllocationTypes : uint
{
Commit = 0x1000, Reserve = 0x2000,
Reset = 0x80000, LargePages = 0x20000000,
Physical = 0x400000, TopDown = 0x100000,
WriteWatch = 0x200000
}
[Flags]
private enum MemoryProtections : uint
{
Execute = 0x10, ExecuteRead = 0x20,
ExecuteReadWrite = 0x40, ExecuteWriteCopy = 0x80,
NoAccess = 0x01, ReadOnly = 0x02,
ReadWrite = 0x04, WriteCopy = 0x08,
GuartModifierflag = 0x100, NoCacheModifierflag = 0x200,
WriteCombineModifierflag = 0x400
}
[Flags]
private enum FreeTypes : uint
{
Decommit = 0x4000, Release = 0x8000
}
[UnmanagedFunctionPointerAttribute(CallingConvention.Cdecl)]
private unsafe delegate void FastMemCopyDelegate();
private static class NativeMethods
{
[DllImport("kernel32.dll", SetLastError = true)]
internal static extern IntPtr VirtualAlloc(
IntPtr lpAddress,
UIntPtr dwSize,
AllocationTypes flAllocationType,
MemoryProtections flProtect);
[DllImport("kernel32")]
[return: MarshalAs(UnmanagedType.Bool)]
internal static extern bool VirtualFree(
IntPtr lpAddress,
uint dwSize,
FreeTypes flFreeType);
}
Now let's declare the method itself:
public static unsafe void FastMemoryCopy(IntPtr src, IntPtr dst, int nBytes)
{
if (IntPtr.Size == 4)
{
//we are in 32 bit mode
//allocate memory for our asm method
IntPtr p = NativeMethods.VirtualAlloc(
IntPtr.Zero,
new UIntPtr((uint)x86_FastMemCopy_New.Length),
AllocationTypes.Commit | AllocationTypes.Reserve,
MemoryProtections.ExecuteReadWrite);
try
{
//copy our method bytes to allocated memory
Marshal.Copy(x86_FastMemCopy_New, 0, p, x86_FastMemCopy_New.Length);
//make a delegate to our method
FastMemCopyDelegate _fastmemcopy =
(FastMemCopyDelegate)Marshal.GetDelegateForFunctionPointer(p,
typeof(FastMemCopyDelegate));
//offset to the end of our method block
p += x86_FastMemCopy_New.Length;
//store length param
p -= 8;
Marshal.Copy(BitConverter.GetBytes((long)nBytes), 0, p, 4);
//store destination address param
p -= 8;
Marshal.Copy(BitConverter.GetBytes((long)dst), 0, p, 4);
//store source address param
p -= 8;
Marshal.Copy(BitConverter.GetBytes((long)src), 0, p, 4);
//Start stopwatch
Stopwatch sw = new Stopwatch();
sw.Start();
//copy-past all data 10 times
for (int i = 0; i < 10; i++)
_fastmemcopy();
//stop stopwatch
sw.Stop();
//get message with measured time
System.Windows.Forms.MessageBox.Show(sw.ElapsedTicks.ToString());
}
catch (Exception ex)
{
//if any exception
System.Windows.Forms.MessageBox.Show(ex.Message);
}
finally
{
//free allocated memory
NativeMethods.VirtualFree(p, (uint)(x86_FastMemCopy_New.Length),
FreeTypes.Release);
GC.Collect(GC.MaxGeneration, GCCollectionMode.Forced);
}
}
else if (IntPtr.Size == 8)
{
throw new ApplicationException("x64 is not supported yet!");
}
}
and assembly code that is represented as an array of bytes with explanation:
private static byte[] x86_FastMemCopy_New = new byte[]
{
0x90, //nop do nothing
0x60, //pushad store flag register on stack
0x95, //xchg ebp, eax eax contains memory address of our method
0x8B, 0xB5, 0x5A, 0x01, 0x00, 0x00, //mov esi,[ebp][00000015A] get source buffer address
0x89, 0xF0, //mov eax,esi
0x83, 0xE0, 0x0F, //and eax,00F will check if it is 16 byte aligned
0x8B, 0xBD, 0x62, 0x01, 0x00, 0x00, //mov edi,[ebp][000000162] get destination address
0x89, 0xFB, //mov ebx,edi
0x83, 0xE3, 0x0F, //and ebx,00F will check if it is 16 byte aligned
0x8B, 0x8D, 0x6A, 0x01, 0x00, 0x00, //mov ecx,[ebp][00000016A] get number of bytes to copy
0xC1, 0xE9, 0x07, //shr ecx,7 divide length by 128
0x85, 0xC9, //test ecx,ecx check if zero
0x0F, 0x84, 0x1C, 0x01, 0x00, 0x00, //jz 000000146 ? copy the rest
0x0F, 0x18, 0x06, //prefetchnta [esi] pre-fetch non-temporal source data for reading
0x85, 0xC0, //test eax,eax check if source address is 16 byte aligned
0x0F, 0x84, 0x8B, 0x00, 0x00, 0x00, //jz 0000000C0 ? go to copy if aligned
0x0F, 0x18, 0x86, 0x80, 0x02, 0x00, 0x00, //prefetchnta [esi][000000280] pre-fetch more source data
0x0F, 0x10, 0x06, //movups xmm0,[esi] copy 16 bytes of source data
0x0F, 0x10, 0x4E, 0x10, //movups xmm1,[esi][010] copy more 16 bytes
0x0F, 0x10, 0x56, 0x20, //movups xmm2,[esi][020] copy more
0x0F, 0x18, 0x86, 0xC0, 0x02, 0x00, 0x00, //prefetchnta [esi][0000002C0] pre-fetch more
0x0F, 0x10, 0x5E, 0x30, //movups xmm3,[esi][030]
0x0F, 0x10, 0x66, 0x40, //movups xmm4,[esi][040]
0x0F, 0x10, 0x6E, 0x50, //movups xmm5,[esi][050]
0x0F, 0x10, 0x76, 0x60, //movups xmm6,[esi][060]
0x0F, 0x10, 0x7E, 0x70, //movups xmm7,[esi][070] we've copied 128 bytes of source data
0x85, 0xDB, //test ebx,ebx check if destination address is 16 byte aligned
0x74, 0x21, //jz 000000087 ? go to past if aligned
0x0F, 0x11, 0x07, //movups [edi],xmm0 past first 16 bytes to non-aligned destination address
0x0F, 0x11, 0x4F, 0x10, //movups [edi][010],xmm1 past more
0x0F, 0x11, 0x57, 0x20, //movups [edi][020],xmm2
0x0F, 0x11, 0x5F, 0x30, //movups [edi][030],xmm3
0x0F, 0x11, 0x67, 0x40, //movups [edi][040],xmm4
0x0F, 0x11, 0x6F, 0x50, //movups [edi][050],xmm5
0x0F, 0x11, 0x77, 0x60, //movups [edi][060],xmm6
0x0F, 0x11, 0x7F, 0x70, //movups [edi][070],xmm7 we've pasted 128 bytes of source data
0xEB, 0x1F, //jmps 0000000A6 ? continue
0x0F, 0x2B, 0x07, //movntps [edi],xmm0 past first 16 bytes to aligned destination address
0x0F, 0x2B, 0x4F, 0x10, //movntps [edi][010],xmm1 past more
0x0F, 0x2B, 0x57, 0x20, //movntps [edi][020],xmm2
0x0F, 0x2B, 0x5F, 0x30, //movntps [edi][030],xmm3
0x0F, 0x2B, 0x67, 0x40, //movntps [edi][040],xmm4
0x0F, 0x2B, 0x6F, 0x50, //movntps [edi][050],xmm5
0x0F, 0x2B, 0x77, 0x60, //movntps [edi][060],xmm6
0x0F, 0x2B, 0x7F, 0x70, //movntps [edi][070],xmm7 we've pasted 128 bytes of source data
0x81, 0xC6, 0x80, 0x00, 0x00, 0x00, //add esi,000000080 increment source address by 128
0x81, 0xC7, 0x80, 0x00, 0x00, 0x00, //add edi,000000080 increment destination address by 128
0x83, 0xE9, 0x01, //sub ecx,1 decrement counter
0x0F, 0x85, 0x7A, 0xFF, 0xFF, 0xFF, //jnz 000000035 ? continue if not zero
0xE9, 0x86, 0x00, 0x00, 0x00, //jmp 000000146 ? go to copy the rest of data
0x0F, 0x18, 0x86, 0x80, 0x02, 0x00, 0x00, //prefetchnta [esi][000000280] pre-fetch source data
0x0F, 0x28, 0x06, //movaps xmm0,[esi] copy 128 bytes from aligned source address
0x0F, 0x28, 0x4E, 0x10, //movaps xmm1,[esi][010] copy more
0x0F, 0x28, 0x56, 0x20, //movaps xmm2,[esi][020]
0x0F, 0x18, 0x86, 0xC0, 0x02, 0x00, 0x00, //prefetchnta [esi][0000002C0] pre-fetch more data
0x0F, 0x28, 0x5E, 0x30, //movaps xmm3,[esi][030]
0x0F, 0x28, 0x66, 0x40, //movaps xmm4,[esi][040]
0x0F, 0x28, 0x6E, 0x50, //movaps xmm5,[esi][050]
0x0F, 0x28, 0x76, 0x60, //movaps xmm6,[esi][060]
0x0F, 0x28, 0x7E, 0x70, //movaps xmm7,[esi][070] we've copied 128 bytes of source data
0x85, 0xDB, //test ebx,ebx check if destination address is 16 byte aligned
0x74, 0x21, //jz 000000112 ? go to past if aligned
0x0F, 0x11, 0x07, //movups [edi],xmm0 past 16 bytes to non-aligned destination address
0x0F, 0x11, 0x4F, 0x10, //movups [edi][010],xmm1 past more
0x0F, 0x11, 0x57, 0x20, //movups [edi][020],xmm2
0x0F, 0x11, 0x5F, 0x30, //movups [edi][030],xmm3
0x0F, 0x11, 0x67, 0x40, //movups [edi][040],xmm4
0x0F, 0x11, 0x6F, 0x50, //movups [edi][050],xmm5
0x0F, 0x11, 0x77, 0x60, //movups [edi][060],xmm6
0x0F, 0x11, 0x7F, 0x70, //movups [edi][070],xmm7 we've pasted 128 bytes of data
0xEB, 0x1F, //jmps 000000131 ? continue copy-past
0x0F, 0x2B, 0x07, //movntps [edi],xmm0 past 16 bytes to aligned destination address
0x0F, 0x2B, 0x4F, 0x10, //movntps [edi][010],xmm1 past more
0x0F, 0x2B, 0x57, 0x20, //movntps [edi][020],xmm2
0x0F, 0x2B, 0x5F, 0x30, //movntps [edi][030],xmm3
0x0F, 0x2B, 0x67, 0x40, //movntps [edi][040],xmm4
0x0F, 0x2B, 0x6F, 0x50, //movntps [edi][050],xmm5
0x0F, 0x2B, 0x77, 0x60, //movntps [edi][060],xmm6
0x0F, 0x2B, 0x7F, 0x70, //movntps [edi][070],xmm7 we've pasted 128 bytes of data
0x81, 0xC6, 0x80, 0x00, 0x00, 0x00, //add esi,000000080 increment source address by 128
0x81, 0xC7, 0x80, 0x00, 0x00, 0x00, //add edi,000000080 increment destination address by 128
0x83, 0xE9, 0x01, //sub ecx,1 decrement counter
0x0F, 0x85, 0x7A, 0xFF, 0xFF, 0xFF, //jnz 0000000C0 ? continue copy-past if non-zero
0x8B, 0x8D, 0x6A, 0x01, 0x00, 0x00, //mov ecx,[ebp][00000016A] get number of bytes to copy
0x83, 0xE1, 0x7F, //and ecx,07F get rest number of bytes
0x85, 0xC9, //test ecx,ecx check if there are bytes
0x74, 0x02, //jz 000000155 ? exit if there are no more bytes
0xF3, 0xA4, //rep movsb copy rest of bytes
0x0F, 0xAE, 0xF8, //sfence performs a serializing operation on all store-to-memory instructions
0x61, //popad restore flag register
0xC3, //retn return from our method to C#
0x00, 0x00, 0x00, 0x00, //source buffer address
0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, //destination buffer address
0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, //number of bytes to copy-past
0x00, 0x00, 0x00, 0x00
};
We will call this assembly method via delegate we have created earlier.
This method works in 32 bit mode for now and I will implement the 64 bit mode later.
I will add source code if anyone is interested in it (almost all code is there in the article).
Pay attention, the assembly code throws an exception if it is run under Visual Studio, and I still don't understand why.
Points of Interest
During implementation and testing this method, I have found that prefetchnta command is not very clear described even by the Intel specification, so I did try to figure out it myself and via Google.
Also, pay attention to movntps and movaps instructions as they work with 16-byte memory aligned addresses only.
History
Bitmap and 16 byte memory alignment- Source code and memory alignment samples were added
- First version - 06/23/2015
FastMemoryCopy_src.zip (14.4KB)
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