Writing the Fastest Code, by Hand, for Fun (2005)

http://www.nytimes.com/2005/11/28/technology/28super.html

by gaius • 14 years ago

71 15 14 years ago

nytimes.com

rudiger• 14 years ago

Mr. Goto's name seems aptly suited to his work, writing the instructions given to microprocessor chips.

http://en.wikipedia.org/wiki/Aptronym

evincarofautumn• 14 years ago

If only the pronunciations were the same.

agosnell• 14 years ago

Yes, it seems unlikely one would consider Mr. Goto harmful.

emehrkay• 14 years ago

I've never used a goto statement before, but I felt that I needed a few weeks ago. I was able to refactor to a do/while loop

danso• 14 years ago

Er, so what this "John Henry" was capable of besting computers at, if I'm reading between the confusing lines correctly, was the most optimized subroutines? When I saw the phrase "John Henry" or the OP's headline, I immediately thought of someone writing more lines of code than...well, I guess I don't even know what kind of contest that would be.

jameskilton• 14 years ago

He basically is able to see how data flows through code and can rewrite routines to ensure that as much is saved in the CPU's local caches (L1 / L2 / L3) as possible to optimize the calculations. In short, he's one of the best at writing code to minimize CPU cache misses and thus one of the best at writing blazingly fast code.

acqq• 14 years ago

The software that the article mentions:

http://www.tacc.utexas.edu/tacc-projects/gotoblas2

chubot• 14 years ago

The page says its portable across a few processors. I'm curious if there is much that is portable or if each one has to be optimized separately. I'm also curious how long code like this lasts. If the chip vendor changes their underlying architecture does the code have to be rewritten (for speed, ot correctness)?

gcp2• 14 years ago

The TLB optimizations that he started from are fairly generic. But the kernels themselves are hand-optimized assembly, so they obviously don't port. No need to rewrite for correctness, only for speed.

brohee• 14 years ago

Funny, at the time of the article GotoBLAS was about to be opensourced, it since not only happened but went unmaintained.

http://www.tacc.utexas.edu/tacc-projects/gotoblas2

gcp2• 14 years ago

Which is a bit sad because it's really the fastest freely available BLAS style library. Quite competitive with Intel MKL and much faster than ATLAS.

fdej• 14 years ago

There is an actively maintained fork of GotoBLAS2, OpenBLAS: https://github.com/xianyi/OpenBLAS

rms25• 14 years ago

Old article but amazing stuff. I'm assuming everything of his is written in assembly

chrisaycock• 14 years ago

GotoBLAS2 was quite an achievement and featured performance metrics competitive with Intel's MKL [1]. When Prof Goto stopped working on it, the code was forked as OpenBLAS [2], which is used by the Julia programming language [3].

[1] http://eigen.tuxfamily.org/index.php?title=Benchmark

[2] https://github.com/xianyi/OpenBLAS

[3] http://julialang.org/

mmphosis• 14 years ago

He said his next big challenge was to expose chip designers to his ideas to help speed their processors.

"Computer architects are stubborn," he observed. "They have their own ideas." His ideas on computing efficiency, he said, speak for themselves.

Writing the Fastest Code, by Hand, for Fun (2005)

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