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Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden @cs.binghamton.edu http://vlsicad.cs.binghamton.edu

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Page 1: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Reporting of Standard Cell Placement Results

Patrick H. Madden

SUNY Binghamton CSDBLAC CAD Group

[email protected]

http://vlsicad.cs.binghamton.edu

Page 2: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Thanks

Prof. Nael Abu-Ghazaleh, Patrika Agarwal, Dr. Charles Alpert, Andrew E. Caldwell, Prof. Jason Cong, Prof. Shananu Dutt, Dr. Hans Eisenmann, Bill Halpin, Dr. Dennis J.-H. Huang, Prof. Andrew B. Kahng, Prof. George Karypis, Faris Khundakjie, Prof. Cheng-Kok Koh, Prof. John Lillis, Igor L. Markov, Antonis Papadimitriou, Prof. Massoud Pedram, Dr. Bernhard Reis, Prof. Majid Sarrafzadeh, Prof. Carl Sechen, Ryon Smey, Dr. Bill Swartz, Arvind Vidyarthi, Dr Dongmin Xu, Xiaojian Yang, and Mehmet Can YILDIZ

Page 3: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Outline

Problem and Motivation The Benchmarks Common Metrics Reported Results Summary and Future Work

Page 4: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Standard Cells

Page 5: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Standard Cell Design

Page 6: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Objective

Place cells into rows to minimize wire length, congestion, delay, power, area, ….

Page 7: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

MCNC Benchmarks

10+ years old Up to 25000 cells Golem3 benchmark (IBM) has nearly

100K cells

Page 8: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Half Perimeter Wire Length

Page 9: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Motivation:21.882 > 79.9

Yes, that’s correct.Reported results differ widely, and it’s difficult to make comparisons

Page 10: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

The Devil is in the Details

How do you measure X?– We do it the same way as everyone else

Well, how exactly is that?– [generally 3 or 4 different responses]

Page 11: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Half Perimeter Wire Length

First port defined

Page 12: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Half Perimeter Wire Length

Center of cell

Page 13: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Half Perimeter Wire Length

Bounding box of pins

Page 14: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Half Perimeter Wire Length

Nearest port

Page 15: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Row Spacing

Page 16: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Row Spacing

Removal of channel area reduces wire length

Page 17: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Number of Rows

Suppose we have an 8x8 mesh….

Primary2: 29[15], 36[14], 28[19][5][7][11][24], 32[8]

Page 18: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Pad Positions

Page 19: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Scaling of Dimensions

Fract, Struct, Biomed, have dimensions scaled by a factor of 2 in TimberWolf based formats

Golem3 has dimensions scaled by a factor of 4

Page 20: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Tool Versions

TimberWolf has many academic and commercial versions

The academic version normally bundled with LAGER does not have the best performance

LAGER generates TW input configured for speed, and not quality

Page 21: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Reported Results:Avqlarge

Tool HPWL Spacing Port Location

FD98[5] 5.38 Row Origin

ARP[7] 6.54

Dragon[21] 5.25 Row Center

SPADE[24] 6.16 None Center

Mongrel[11] 4.87 None Center

Feng Shui[23] 6.301 Row Center

iTools[12] 4.78 Routed First

Page 22: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

21.882 > 79.9?

21.882 79.9

Also, center-to-center, vs. first port, different numbers of rows, pad positions

19.975

Scale by 1/4

Page 23: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Summary

There are many unintentional skewed comparisons

No clear winner, for even a metric as simple as HPWL

If we want better placement tools, we should figure out what better means

Page 24: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Nobody cares about HPWL!

Real objective is to minimize delay, power, area, and make sure the chip can be routed (congestion)

30% difference in length estimate gives a 51% difference in RC delay for the wire….

But we have to crawl before we walk

Page 25: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Future Work

Some sort of agreement on HPWL and other metrics

New benchmarks for timing, power, routability (and placement competitions?)

Routing – the trouble in placement pales in comparison…

Page 26: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

Suggestions

Zero row spacing Row numbers to allow square core area Pads at fixed locations HPWL to use exact pin locations,

minimum area bounding box to contain at least one port from each pin

Make placement results available (and tools too, if possible!)

Page 27: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

What’s the Best Placer?

Mine, of course… But seriously, I have no idea (and would

be hard pressed to find a pair of tools where I’m confident that one is superior to the other)

Page 28: Reporting of Standard Cell Placement Results Patrick H. Madden SUNY Binghamton CSD BLAC CAD Group pmadden@cs.binghamton.edu

How Good are Industry Tools

So good that no one wants to report results for the MCNC benchmarks

Academic tools don’t really consider congestion, delay, power, …. But how far off are we? How much WL do we lose, or should we expect to lose?