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Kyle Hegeman

Introduction I recently came across blog post by Tony Albrecht from a few years ago that describes an implementation of the access aligned sorting …

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Kyle Hegeman | kylehegeman.com Reviews
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Introduction I recently came across blog post by Tony Albrecht from a few years ago that describes an implementation of the access aligned sorting …
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Kyle Hegeman | kylehegeman.com Reviews

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Introduction I recently came across blog post by Tony Albrecht from a few years ago that describes an implementation of the access aligned sorting …

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1

Another Simple Optimization - Kyle Hegeman

http://kylehegeman.com/blog/2013/12/20/another-simple-optimization

Taking a little diversion today from profile guided optimization to talk about an interface design issue that can affect performance. When designing interfaces, consider the way the data will be used in the most common cases. Consider the following code from the Noise2 class:. One key concept is the regular data access pattern, as seen below. Whenever we perform a lookup on element i, the next lookup will be for element i 1. This gives us the desired behavior that when i=127 and we read two values the se...

2

Going Branch Free - Kyle Hegeman

http://kylehegeman.com/blog/2014/01/13/going-branch-free

In the next couple posts, I am going to begin the process of implementing a vectorized version of the potential function that was profiled in the first post. Returning to the Smooth Step. This function provides a smooth transition between regions with turbulence and those without. The two branches in this function are used to clamp the return values to a range of 0 and 1. A Branch Free Alternative. Notice that in this version, the polynomial is evaluated for all input values. Because of this, the per...

3

Fast Sorting With BoostSIMD - Kyle Hegeman

http://kylehegeman.com/blog/2014/06/09/fast-sorting-with-boostsimd

Fast Sorting With BoostSIMD. I recently came across blog post. By Tony Albrecht from a few years ago that describes an implementation of the access aligned sorting algorithm AA-Sort. In this post, I will introduce my implementation of the algorithm using BoostSIMD. Note that this library is not an official Boost. Project, but the intent of the developers is to submit it in the future. Pack int32 t, 4. Is a 4 element vector of 32-bit integers. Likewise,. Pack float, 8. Is one of these pack types. The init...

4

Leveraging Fused Multiply Add - Kyle Hegeman

http://kylehegeman.com/blog/2013/12/30/leveraging-fused-multiply-add

Leveraging Fused Multiply Add. Fused Multiply Add or FMA. Instructions were introduced to the Intel architecture with Haswell. The instructions take the form . Intel supports FMA3, where the assignment register d must be one of a,b or c. AMD also supports FMA4, a 4 operand version which removes this restriction. I am going to modify the polynomial from the using intrinsics. Post to take advantage of the FMA instructions on Haswell. The polynomial we have been looking at in prior posts is the following:.

5

Introduction to IACA - Kyle Hegeman

http://kylehegeman.com/blog/2013/12/28/introduction-to-iaca

The Intel Architecture Code Analyzer. I have coded up a simple example with which I will show how to utilize IACA to perform an analysis. The function is:. I have implemented the example function using intrinsics, see my recent post. For a quick review of how this works. To perform an IACA analysis, macros that mark the beginning ( IACA START. And end ( IACA END. Build the binary using a stanard build process. Iaca -64 -arch SNB -reduceout -analysis THROUGHPUT ./iaca test. Vmulps ymm2, ymm1, ymm1. The la...

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Fast Sorting With BoostSIMD. I recently came across blog post. By Tony Albrecht from a few years ago that describes an implementation of the access aligned sorting algorithm AA-Sort. In this post, I will introduce my implementation of the algorithm using BoostSIMD. Note that this library is not an official Boost. Project, but the intent of the developers is to submit it in the future. Pack int32 t, 4. Is a 4 element vector of 32-bit integers. Likewise,. Pack float, 8. Is one of these pack types. The init...

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