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File:Estimations of Human Brain Emulation Required Performance.svg

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Original file(SVG file, nominally 800 × 600 pixels, file size: 34 KB)

Summary

Description
English: Estimates of how much processing power is needed to emulate a human brain at various levels, along with the fastest supercomputer from TOP500 mapped by year, and a trendline. Exponential plot, with assumption of doubling of computational power every 1.1 years for the trendline.
Date
Source Own work, data from [1], Image:PPTSuperComputersPRINT.jpg, and [2].
Author Tga.D
SVG development
Gnuplot val.svg
This plot was created with Gnuplot.

Using Gnuplot 4.6. Gnuplot throws warnings because the numbers are so large, but the automatic conversions it does seem to work.

Lissajous small.svg
This W3C-unspecified plot was created with Gnuplot:

Gnuplot code

set terminal svg size 800 600 fname "Times"
 set output "Estimations of Human Brain Emulation Required Performance.svg"
 set notitle
 set key reverse Left left at 1993, 10**40 noautotitles box # good chunk of whitespace to put the key in
 set datafile separator "," # csv formatted using commas; redundant, but makes it easy to keep track

 set logscale y # use a logarithmic scale, for easier visualization of exponential growth
 set yrange[10**9:10**45]
 set ylabel "Flop/s"

 set xrange [1990:2065]
 set xlabel "Year"
 set xtics 1990,5,2065
 set mxtics 5
 #set grid # I think it looks better without, but it's a matter of preference

 # labels for each of the levels of emulation
 set label "Analog network population model" at 2010, 10**14.5 left
 set label "Spiking neural network" at 2015, 10**17.5 right
 set label "Electrophysiology" at 2033.5, 10**22.5 right
 set label "Metabolome" at 2044.5, 10**25.5 right
 set label "Proteome" at 2048, 10**26.5 right
 set label "States of protein complexes" at 2052, 10**27.5 right
 set label "Distribution of complexes" at 2062.5, 10**30.5 right
 set label "Stochastic behavior of single molecules" at 2064, 10**42.5 right

 set label "Functional Simulation" at 2016, 10**16.5 left
 set label "Neural Simulation" at 2028, 10**19.5 left

 # trendline is sort of ad hoc, just picked a date towards the middle of the data and did a best-fit
 # horizontal lines plotted to represent levels of emulation, linestyle 3 and 2 because I liked the colors or something
 # plot of historical TOP500 #1's stored in a .csv, colors and sizes picked from what I thought was easiest to see
 # titles done for one of each type of line, for the key
 plot 136800000000000*(2**((x-2005)/1.1)) lw 6 pt 3 lc 0 w lines title "Trendline (doubling every 1.1 years)",\
 10**15 ls 3, 10**18 ls 3, 10**22 ls 3, 10**25 ls 3, 10**26 ls 3, 10**27 ls 3, 10**30 ls 3, 10**43 ls 3 title "Sandberg, Bostrom estimates (2008)",\
 10**16 ls 2, 10**19 ls 2 title "Kurzweil estimates (2005)",\
 "TOP500.csv" using 1:2 ls 1 pt 7 ps .5 with linespoints title "Fastest Supercomputer (TOP500 #1)"

TOP500.csv

The #1 computer over the years from TOP500, used to generate the supercomputer line at the end of the Gnuplot code. The name of each supercomputer is in the file, but unused in the code/chart. Whole number years represent a June list, .5 represents a November list.

Year,Flop/s,Name
1993,59700000000,CM-5/1024
1993.5,124000000000,Numerical Wind Tunnel
1994,143400000000,XP/S140
1994.5,170000000000,Numerical Wind Tunnel
1996,220400000000,SR2201/1024
1996.5,368200000000,CP-PACS/2048
1997,1068000000000,ASCI Red
1997.5,1338000000000,ASCI Red
1999,2121000000000,ASCI Red
1999.5,2379000000000,ASCI Red
2000.5,4938000000000,ASCI White
2001,7226000000000,ASCI White
2002,35860000000000,Earth-Simulator
2004.5,70720000000000,BlueGene/L beta-System
2005,136800000000000,BlueGene/L
2005.5,280600000000000,BlueGene/L
2007.5,478200000000000,BlueGene/L
2008,1026000000000000,Roadrunner
2008.5,1105000000000000,Roadrunner
2009.5,1759000000000000,Jaguar
2010.5,2566000000000000,Tianhe-1A
2011,8162000000000000,K computer
2011.5,10510000000000000,K computer
2012,16324800000000000,Sequoia
2012.5,17590000000000000,Titan
2013,33862700000000000,Tianhe-2

Licensing

I, the copyright holder of this work, hereby publish it under the following license:
w:en:Creative Commons

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File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current22:20, 18 June 2013Thumbnail for version as of 22:20, 18 June 2013800 × 600 (34 KB)Tga.DNew #1 on the TOP 500 June 2013 list.
01:07, 24 December 2012Thumbnail for version as of 01:07, 24 December 2012800 × 600 (34 KB)Tga.Dlarge mediawiki-generated png versions had messed up spacing in the key, switching the order to see if it fixes it
00:29, 24 December 2012Thumbnail for version as of 00:29, 24 December 2012800 × 600 (34 KB)Tga.DUser created page with UploadWizard
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