Saturday, October 27, 2007

SIMD - Intel SSE( Streaming SIMD Extension )

Intel SSE - Streaming SIMD Extension

What is SSE?

SSE is a an instruction set which has 4 series. SSE, SSE2, SSE3, SSE4. These instructions work on 128bit registers called XMM register. So the application can even grow 4 times faster. The instruction set can be downloaded from intel website directly. There are two different concepts in SSE which lets you read and write a block of data in memory.

Prefetching: The prefetching helps you to cache the data from memory before the use of it comes. You can cache the data to different caches as you select.

Non-temporal storing - The non temporal storing helps you to write data to memory bypassing the cache. This can help you to avoid cache polution.

Example:

An example is given below which does memory copy of data. The ordinary memcpy function will copy data as 4byte blocks in the best case. But using SSE instruction we can copy 16bytes of data together. And normal memory copy polutes the cache whereas the SSE instruction can bypass the cache. The following code is just a stub.

Normal memory copy:

mov ecx, count
shr ecx, 1 // copying 2bytes at a time
mov esi, source
mov edi, destination
rep movsd // moves the data from source to destination. the ecx will be used as number of bytes

SSE memory copy:

mov ecx, count
shr ecx, 4 // copying 16bytes at a time
mov esi, source
prefetchnta [esi] // prefetching the data from cache
mov edi, destination
cmp ecx, 0
jz END

NEXT:
movdqa xmm0, [esi] // reading the data from memory expecting memory is 16 byte aligned
movntdq [edi], xmm0 // writing data directly to memory bypassing cache expecting destination memory is 16 byte aligned
cmp ecx, 0
jnz NEXT


I have written a small code block which copies memory using SSE and without SSE. The code with SSE will work very much faster than the one witout SSE.

So if the program can be data parallelized SSE instructions can improve the performance of a program quite heavily.

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