Transcribed Image Text: Moore's Law – The number of transistors on integrated circuit chips (1971-2018)
Moore's law describes the empirical regularity that the number of transistors on integrated circuits doubles approximately every two years.
This advancement is important as other aspects of technological progress - such as processing speed or the price of electronic products - are
linked to Moore's law.
50,000,000,000
10,000,000,000
5,000,000,000
Transistor count
1,000,000,000
500,000,000
100,000,000
50,000,000
10,000,000
5,000,000
11
10
8
log(y)
7
1,000,000
500,000
6
сл
100,000
50,000
3
10,000
5,000
1,000
TMS 1000
Intel 8008
Intel 4004
1970
Zilog Z80
RCA 1802
1972
80808085
Motorola MS Technology
1974
1976
Motorola
680000
Intel 8086 Intel 8088
Motorola
Intel 80386
Motorola 68020
Intel 80286
1978
TI Explorer's 3
Lisp machine chip
1980
Transistor count
Intel 80186
6C16
₂
1982
10,000,000,000
5,000,000,000
1,000,000,000
500,000,000
100,000,000
50,000,000
10,000,000
5,000,000
1,000,000
500,000
1984
100,000
50,000
Intel 80486
N2016
1,000
1986
ARM 2
ARM 1
1970
1986
10,000 TMS 1000
5,000 Intel 8008
Intel 4004
Questions to be answered in your Brightspace Discussion:
1988
REGL
Data source: Wikipedia (https://en.wikipedia.org/wiki/Transistor_count)
The data visualization is available at OurWorldinData.org. There you find more visualizations and research on this topic.
1972
The following is the same plot but with the common logarithm of the y-axis shown. You can see
that log(y) goes up uniformly.
ARM 3
Motor
Pentium Pro
Pentium 。
1990
ARM 6
Zilog 280
RCA 1802
o
R4000
1974
Pentium 4 Northwood Barton
Pentium 4 Willamette
Pentium Il Mobile Dixono
AMD K7
AMD K6-
1992
ARM700
AMD K6
Motorola
68000
1976
Motorola
。
SA 110
80808085
88 Technology
1978
Kamath
5KS
1994
1996
Intel 8086 Intel 8088
MB cache
Itanium 2 Madison 6MO
Itanium 2 McKinley
Pentium 4 Prescott-2MO
Pentium D Smithfield-
1980
WRS
65002
1998
Intel 80386
Motorola 680200
Intel 80286
ABM
STOMI
8-core Xeon Nehalem-EX
Six-core Xeon 7400,
Dual-core Itanium 20
Pentium D Presler POWERS
。
Moore's Law - The number of transistors on integrated circuit chips (1971-2018)
Moore's law describes the empirical regularity that the number of transistors on integrated circuits doubles approximately every two years.
This advancernent is important as other aspects of technological progress - such as processing speed or the price of electronic products - are
linked to Moore's law.
50,000,000,000
Part c: Do you think that your prediction in Part b is believable? Why or why not?
num Il Deschutes
1982
TI Explorer's 32-bit
Lisp machine chip
Intel 80186
AMD KB Pentium 4 Pres4 Cedar Mill
Pentium Il Tualatin
Pentium III Coppermine
2000
9
65C8169
1984
2002
Intel 80486
ARM 2
ARM
1986
1988
Part a: The number of transistors per IC in 1972 seems to be about 4,000 (a rough estimate by
eye). Using this estimate and Moore's Law, what would you predict the number of transistors per
IC to be 20 years later, in 1992?
Prediction Number
2004
Part b: From the chart, estimate (roughly) the number of transistors per IC in 2018. Using your
estimate and Moore's Law, what would you predict the number of transistors per IC to be in 2040?
IBM 213 Storage Controller.
18-core Xeon Haswell-E5.
Xbox One main SoC
61-core Xeon Phi
12-core POWER
8
DEC WRL
MultiTitan
ARM 3
909
Core i7 (Quad)
AMD K10 quad-core 2M L3
Core 2 Duo Wolfdale
Core 2 Duo Conroe
Cell
1990
2006
72-core Xeon Phi Centriq 2400 GC2 IPU
SPARC M7.
ARM 6
Core 2 Duo Wolfdale 3M
Core 2 Duo Allendale
R4000
2008
Atom
ARM Cortex-A9
AMD K6
Pentium Pro
Pentium
1992
2010
2012
ARM700
1994
SA-110
Apple A12X Bionic
Tegra Xavier SoC
888 Qualcomm Snapdragon 8cx/SCX8180
HiSilicon Kirin 9
20
rin 980+ Apple A12 Bionic
HiSilicon Kirin 710
10-core Core i7 Broadwell-
Qualcomm Snapdrago
Dual-core GPU GT2 Core
Quad-core GPU
Quad-core
Broadwell-U
2 Core i7 Skylake K
GPU Core i7 Haswell
Apple A7 (dual-core ARM64 "mobile SoC")
2014
Pentium 4 Northwood
Pentium 4 Willamette
Pentium II Mobile Dixon,
AMD K7
AMD K6-
Pentium II
Klamath
AMOKS
1996
Licensed under CC-BY-SA by the author Max Roser.
2016
32-core AMD Epyc
•
Data source: Wikipedia
(https://en.wikipedia.org/wiki/Transistor_count)
The data visualization is available at OurWorldinData.org. There you find more visualizations and research on this topic.
1998
2018
Pentium Katmai
Pentium D Presler POWERS
Itanium 2 Madison 6M
Pentium D Smithfield
Itanium 2 McKinley
Pentium 4 Prescott-2MO
AMD KB Pentium 4 Prescott
Barton
Pentium III Tualatin
Pentium III Coppermine
2000
8-core Xeon Nehalem-EX
Six-core Xeon 7400,
Dual-core Itanium 20
Our World
in Data
2002
IBM 213 Storage Controller,
18-core Xeon Haswell-E5
Xbox One main SoC.
61-core Xeon Phi
12-core POWER
2004
72-core Xeon Phi Centriq 2400 GC2 IPU
SPARC M7
2006
Core i7 (Quad)
AMD K10 quad-core 2M L3
Core 2 Duo Wolfdale
2 Duo Conroe
Atom
2008
Core 2 Duo Wolfdale 3M
Core 2 Duo Allendale
Pentium 4 Cedar Mill
ARM Cortex-A9
8
2010
2012
0
2014
32-core AMD Epyc
Apple A12X Bionic
Tegra Xavier SoC
Quad-c
Quad-core +
Apple A7 (dual-core ARM64 "mobile SoC")
Qualcomm Snapdragon 8cx/SCX8180
HiSilicon Kirin 980+ Apple A12 Bionic
HiSilicon Kirin 710
80-core Corg 17 Broadw
GPU Ins Core i7 Broadwell-U
+GPU GT2 Core i7 Skylake K
Dual-core i7 Haswell
2016
Our
in Data
2018
Licensed under CC-BY-SA by the author Max Roser.
Transcribed Image Text: Solve the problem below. Copy the description of your forecast in the box below and include that
as part of your initial Discussion post in Brightspace. Using "copy" from here in Mobius and
"paste" into Brightspace should work.
Hint: The chart is taken from https://ourworldindata.org/technological-progress.
From the chart, estimate (roughly) the number of transistors per IC in 2018. Using your
estimate and Moore's Law, what would you predict the number of transistors per IC to be
in 2040?
In some applications, the variable being studied increases so quickly ("exponentially") that a
regular graph isn't informative. There, a regular graph would show data close to 0 and then a
sudden spike at the very end. Instead, for these applications, we often use logarithmic scales. We
replace the y-axis tick marks of 1, 2, 3, 4, etc. with y-axis tick marks of 10¹ - 10, 10² = 100, 10³
= 1000, 104 = 10000, etc. In other words, the logarithms of the new tick marks are equally spaced.
Technology is one area where progress is extraordinarily rapid. Moore's Law states that the
progress of technology (measured in different ways) doubles every 2 years. A common example
counts the number of transitors per integrated circuit. A regular y-axis scale is appropriate when a
trend is linear, i.e. 100 transistors, 200 transistors, 300 transistors, 400 transistors, etc. However,
technology actually increased at a much quicker pace such as 100 transistors,. 1,000 transistors,
10,000 transistors, 100,000 transistors, etc.
The following a plot of the number of transistors per integrated circuit over the period 1971 -
2008 taken from https://ourworldindata.org/technological-progress (that site contains a lot of data,
not just for technology). At first, this graph seems to show a steady progression until you look
carefully at the y-axis it's not linear. From the graph, it seems that from 1971 to 1981 the
number of transistors went from about 1,000 to 40,000. Moore's Law predicts that in 10 years, it
would double 5 times, i.e. go from 1,000 to 32,000, and the actual values (using very rough
estimates) seem to support this.