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Jon Paul Baker | Cycles and Hertz

Welcome! My longer articles are listed below. These and others are also available in my blog. Sample code is kept on BitBucket. Computing Articles A Quick Introduction to Matrix-Matrix Multiplication Basic Cache Optimization: Part 1, Part 2, Part 3, Part 4, and Performance Comparisons. C++, Templates, and Optimizers C#, Generics, and Optimizers Compiler Optimizations Implementing a…

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jp●●●●●@gmail.com

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Jon Paul Baker | Cycles and Hertz | jonpaulbaker.com Reviews

https://jonpaulbaker.com

Welcome! My longer articles are listed below. These and others are also available in my blog. Sample code is kept on BitBucket. Computing Articles A Quick Introduction to Matrix-Matrix Multiplication Basic Cache Optimization: Part 1, Part 2, Part 3, Part 4, and Performance Comparisons. C++, Templates, and Optimizers C#, Generics, and Optimizers Compiler Optimizations Implementing a…

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1

Compiler Optimizations | Jon Paul Baker

https://jonpaulbaker.com/2013/05/15/compiler-optimizations

Implementing a High Performance Matrix-Matrix Block Multiply. I listed the basic block multiplication code and said:. While this code is easy to understand, it relies on the compiler to treat the matrices as blocks. Many if not most compilers do this poorly. To demonstrate how well compilers optimize matrix-matrix multiplication codes, including basic block multiplication, I benchmarked four versions of my matrix-matrix multiplication test bed. The 1000 x 1000 case is somewhat trivial: all of the element...

2

Basic Cache Optimization – Performance Comparisons | Jon Paul Baker

https://jonpaulbaker.com/2013/04/30/basic-cache-optimization-performance-comparisons

Basic Cache Optimization – Performance Comparisons. I have written a matrix-matrix multiplication testbed. The source code is available on GitHub. The test system is a 3.4 GHz Core i7-2600K “Sandy Bridge” CPU with 16 GB of RAM. Turbo Boost. Was disabled to allow a more accurate estimate of the potential performance of the system. Hyper-Threading. I have not written a version of the second optimization for reasons beyond the scope of this article. The first two routines use an array of arrays to hold ...

3

Computing | Jon Paul Baker

https://jonpaulbaker.com/tag/computing

A busy summer and an even busier fall left little time for writing. I have a better defined schedule now, one which allows more time for hobbies. My two main passions are computing and cycling and I am putting more time into both. I also plan on writing about each of them. No existing URLs have changed. Articles I feel are of special note will still be highlighted on the front page of the site. Implementing a High Performance Matrix-Matrix Block Multiply. I benchmarked three matrix sizes: 1000 x 1000, 50...

4

Basic Cache Optimization – Part 2 | Jon Paul Baker

https://jonpaulbaker.com/2013/04/27/basic-cache-optimization-part-2

Basic Cache Optimization – Part 2. This is part two in a series on basic cache optimization. Please start with part 1. The first optimization improved the dot product calculation. But the order in which the dot products were calculated resulted in each partial row of A being loaded into cache multiple times. The overall matrix multiplication calculation would run faster if each partial row of A was used as many times as possible before overwriting it in cache. In RAM, they are:. Of each matrix row lets t...

5

A Quick Introduction to Matrix-Matrix Multiplication | Jon Paul Baker

https://jonpaulbaker.com/2013/04/24/a-quick-introduction-to-matrix-matrix-multiplication

A Quick Introduction to Matrix-Matrix Multiplication. Multiplying two matrices together is most easily explained with an example. Once we work through the example, we’ll express what we did in words. Imagine we have two matrices, A and B. A has 5 rows and 3 columns. B has 3 rows and 4 columns. Multiplying A * B results in C, which has 5 rows and 4 columns. The numbers down the left of each matrix are the row numbers. The ones across the top are the column numbers. The numbers across the top represent col...

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Jon Paul Baker | Cycles and Hertz

My longer articles are listed below. These and others are also available in my blog. Sample code is kept on BitBucket. A Quick Introduction to Matrix-Matrix Multiplication. Basic Cache Optimization: Part 1. C , Templates, and Optimizers. C#, Generics, and Optimizers. Implementing a High Performance Matrix-Matrix Block Multiply. Thank you for visiting. Blog at WordPress.com.

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