Google LLC vs Singular Computing LLC

Granting-in-Part Motion to Expunge Granting-in-Part Contingent Motion to Keep Confidential and Separate 37 C.F.R. §§ 42.54, 42.56

Petitioner's Unopposed Motion to Expunge Confidential Information

Other: Fed Circuit mandate

Patent Owner's Notice of Appeal

Order Granting Motion to Preserve Record Pending Appeal

Joint Motion For Preservation of the Record Pending Appeal

Petitioner's Notice of Appeal

Transcript of Confidential Portion (Part 2) of Oral Hearing (Public Version)

Final Written Decision (Public Version)

Joint Proposed Public Redacted Version of Final Written Decision

Joint Proposed Public Redacted Version of Transcript of Confidential Portion (Part 2) of Oral Hearing

Notice of Filing Joint Proposed Public Versions of Final Written Decision and Hearing Transcript (Part 2)

Singular Computing LLC's Updated Power of Attorney

Singular Computing LLC's Updated Mandatory Notices

Final Written Decision: original

Other: Hearing transcript - Confidential

Other: Hearing transcript - Public Version

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Petitioner's Demonstrative Exhibits

Notice of Filing Demonstrative Exhibits

Petitioner's Second Motion to Seal

Patent Owner's Notice of Filing Demonstrative Exhibits

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PUBLIC Singular Technology LLC Demonstrative PTAB Slides

Patent Owner's Motion to Seal

Panel Change Order

Patent Owner's Reply In Support of Its Motion to Exclude Evidence

Order: Granting Motions to Seal 37 C.F.R. secs. 42.14, 42.54

Petitioner's Opposition to Patent Owner's Motion to Exclude

Patent Owner's Motion to Exclude Evidence

Singular Computing LLC's Updated Power of Attorney

Singular Computing LLC's Updated Mandatory Notices

Order: Setting Oral Argument 37 C.F.R. sec. 42.70

Patent Owner's Request for Oral Argument

Petitioner's Request for Oral Argument

Patent Owner's Motion to Seal

Patent Owner's Sur-Reply to Petitioner's Reply

Patent Owner's Sur-Reply to Petitioner's Reply (Redacted)

Patent Owner's Objections to Petitioner's Evidence Submitted with Petitioner's Reply

Reply Declaration of Richard Goodin ("Goodin-Reply")

Transcript of October 21, 2021, Deposition of Sunil P. Khatri

Lindholm et. al, IEEE Micro, Vol. 28, Issue 2, 2008 ("Lindholm")

Declaration of Gordon MacPherson regarding Lindholm et. al

IEEE Xplore, NVIDIA Tesla: A Unified Graphics and Computing Architecture

Cooper, K.D., Code Optimization for Embedded Systems, Air Force Research Laboratory ("Cooper")

Lienhart et. al, Proceedings of the 10th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, 2002 ("Lienhart")

Fang et. al, Proceedings of the 2003 Design Automation Conference, 2003 ("Fang")

Declaration of Rachel J. Watters regarding Cooper

Declaration of Gordon MacPherson regarding Lienhart et. al

Declaration of Gordon MacPherson regarding Fang

Sudha et. al, IETE Journal of Research, Vol. 53, No. 5, 2007 ("Sudha")

Aty et. al, Proceedings of the 12 IEEE International Conference on Fuzzy Systems, 2003 ("Aty")

Pavle Belanovic, Northeastern University, May 2002 ("Belanovic-Thesis")

Declaration of Gordon MacPherson regarding Aty et. al

Declaration of Duncan Hall regarding Ex. 1084

Plaintiff's Amended Response to Defendant's Amended Interrogatories 22-23, Singular Computing LLC v. Google LLC, No. 1:19-cv-12551 (D. Mass.)

Belanovic et. al, 2002 ("Belanovic-Article")

Hoefflinger et. al, Proceedings of the IEEE 1991 Custom Integrated Circuits Conference, 1991 ("Hoefflinger")

Shirazi et. al, Proceedings of the IEEE Symposium on FPGAs for Custom Computing Machines, 1995 ("Shirazi")

Declaration of Rachel J. Watters regarding Belanovic et. al

Declaration of Gordon MacPherson regarding Hoefflinger et. al

Declaration of Gordon MacPherson regarding Shirazi et. al

Sato et al, Google Cloud Blog, 2017

Author Details, Norman Jouppi, IEEE Xplore

U.S. Patent No. 10,621,269 ("'269 Patent")

U.S. Patent No. 7,921,425 ("Miner")

Petitioner's Reply to Patent Owner's Response (CONFIDENTIAL)

Petitioner's Reply to Patent Owner Response (Public Version)

Petitioner's First Motion to Seal

Notice of Deposition of Sunil P. Khatri, Ph.D.

Patent Owner's Response (Public version)

Declaration of Sunil P. Khatri, Ph.D. (Public version)

Petitioner's Objections to Evidence Served with Patent Owner's Response

Patent Owner's Response

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Ex. 2027

Ex. 2028

Ex. 2029

Ex. 2030

Ex. 2031

Ex. 2032

Ex. 2033

Ex. 2034 Google AI with Jeff Dean

Ex, 2035

Ex. 2036

Ex. 2037 Build and Train Machine Learning Models on Our New Google Cloud TPUs

Ex. 2038 Google's Scalable Supercomputers for Machine Learning, Cloud TPU Pods, are Now Publicly Available in Beta

Ex. 2039

Ex. 2040 Google Rattles the Tech World With a New AI Chip for All

Ex. 2041 BFloat16: The Secret to High Performance on Cloud TPUs

Ex. 2042

Ex. 2043 Deposition of Richard M. Goodin, dated July 30, 2021

Ex. 2044 C.V. of Sunil P. Khatri, Ph.D.

Ex. 2045 Google Presentation: TPUs for Developers.

Ex. 2046 A Domain-Specific TPU Supercomputer for Training Deep Neural Networks

Ex. 2047 Google Research People: Jeffrey Dean

Ex. 2048 XPany Team: Astro Teller

Ex. 2049 Tensor Processing Units for Financial Monte Carlo

Ex. 2050

Ex. 2051 Declaration of Sunil P. Khatri, Ph.D.

Ex. 2052 Declaration of Joseph Bates

Ex. 2053 Declaration of Richard M. Cowell

Patent Owner's Motion to Seal

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Granting Motion to Seal Granting Motion for Entry of Protective Order 37 C.F.R. sec. 42.54

Exhibit 3003

Transcript of Conference Call held July 1, 2021

Notice of Stipulation of Change to Due Dates 1-3

Petitioner's Objections to Evidence Served with Patent Owner's Motion for Additional Discovery

Protective Order, Singular Computing, LLC v. Google LLC, 1:19-cv-12551 (D. Mass. Sep. 16, 2020), Dkt. No. 87

Petitioner���s Proposed Protective Order

Redline Comparing Petitioner's Proposed Protective Order (Ex. 1068) to PTAB Default Protective Order

Transcript of July 1, 2021 Conference Call

Petitioner's Opposition to Patent Owner's Motion for Additional Discovery

Patent Owner's Notice of Deposition of Richard Goodin Pursuant to 37 C.F.R. �� 42.53(d)(4)

Petitioner's First Updated Mandatory Notices

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Ex. 2005 Google Brain 17Sep2013

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Ex. 2007 X Approximate Computing, Embedded AI, Billion Core Systems Feb2017

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Ex. 2009 - Tom Dean email chain Feb 2011

Ex. 2010 REL0000037325

Ex. 2011 - The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design - Jeff Dean 2020 - 1911.05289

Ex. 2012 - 7214273 Video.YouTube 062321.full

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Ex. 2014 - REL0000037673

Ex. 2015 - BFloat16 The secret to high performance on Cloud TPUs Google Cloud Blog

Ex. 2016 - A Domain Specific Supercomputer for Training Deep Neural Networks

Ex. 2017 - Google���s new TPU 30 will be critical to company's success in the post-search world

Ex. 2018 - Cloud TPU ���� Google Cloud

Ex. 2019 - 2021-07-06 Narrowed Patent Owner Doc requests - IPR2021-00155

Ex. 2020 - 2021-06-17 Patent Owner Document requests - IPR2021-00155

Ex. 2021 - 9-4-2020-Singular v. Google- Infringement Contentions

Ex. 2022 - 9-4-2020- Infringement Contentions Exs. A-C

Ex. 2023 - RE_ IPR2021-00155_ -00165_ -00179 - Patent Owner Discovery Requests_Redacted

Ex. 2024 2021-07-06 Default Protective Order - IPR2021-00155

Patent Owner's Combined Motion to Seal and Motion for Protective Order Pursuant to 37 C.F.R. ���� 42.14 and 42.54

Patent Owner's Motion for Additional Discovery (Redacted)

Order Conduct of Proceeding (Granting Patent Owner���s Request for Authorization to File Motion for Additional Discovery)

Ex. 3002

SCHEDULING ORDER

Trial Instituted Document

Patent Owner's Sur-Reply to Petitioner's Reply

Plaintiff Singular Computing LLC's Preliminary Claim Construction Brief, Singular Computing LLC v. Google, LLC, 1-19-cv-12251 (D. Mass.), Dkt. No. 112

Plaintiff Singular Computing LLC's Reply Claim Construction Brief, Singular Computing LLC v. Google, LLC, 1-19-cv-12251 (D. Mass.), Dkt. No. 135

Petitioner's Reply to Patent Owner's Preliminary Response

ORDER Granting Petitioner's Motions for Pro Hac Vice Admission of Nathan R. Speed

Authorizing Petitioner Reply and Patent Owner Sur-reply 37 C.F.R. sec. 42.5

Exhibit 3001

Transcript of March 12, 2021 Conference Call

Notice of Filing Transcript of March 12, 2021 Conference Call

Petitioner's Unopposed Motion for Pro Hac Vice Admission of Nathan R. Speed

Declaration of Nathan R. Speed in Support of Motion for Admission Pro Hac Vice

Singular Computing LLC's Updated Power of Attorney

Singular Computing LLC's Updated Mandatory Notices

Patent Owner's Preliminary Response

Defendant Google LLC's Preliminary Claim Construction Brief

Singular Computing LLC's Mandatory Notices

Singular Computing LLC's Power of Attorney

Notice of Accord Filing Date

U.S. Patent No. 10,416,961

Curriculum Vitae of Richard Goodin

U.S. Patent Appl. 12/816, 201 ("'201 Application")

U.S. Patent Appl. Publ. No. 2010/0325186 A1 ("Bates-2010")

Prosecution History of U.S. Patent No. 10,416,961

U.S. Patent App. Publ. No. 2007/0203967 ("Dockser")

Tong et. al, Reducing Power by Optimizing the Necessary Precision/Range of Floating-Point Arithmetic, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 8, No. 3, June 2000 ("Tong")

U.S. Patent Appl. Publ. No. 2007/0266071 ("Dockser-Lall")

European Patent Appl. Publ. No. 0 632 369 A1 ("Hekstra")

U.S. Patent No. 5,442,577 ("Cohen")

U.S. Patent Appl. Publ. No. 2003/0028759 ("Prabhu")

U.S. Patent No. 5,689,677 ("MacMillan")

U.S. Patent No. 6,065,209 ("Weiss")

Gaffar et. al, Unifying Bit-width Optimization for Fixed-Point and Floating-Point Designs, 12th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, April 20-23, 2004 ("Gaffar")

U.S. Patent No. 5,375,084 ("Begun")

U.S. Patent No. 4,933,895 ("Grinberg")

U.S. Patent Appl. Publ. No. 2009/0066164 ("Flynn")

U.S. Patent No. 5,790,834 ("Dreyer")

U.S. Patent No. 5,666,071 ("Hawkins")

A Matter of Size: Triennial Review of the National Nanotechnology Initiative (National Academies Press 2006)

Declaration of Gerard P. Grenier regarding Tong et. al, Reducing Power by Optimizing the Necessary Precision/Range of Floating-Point Arithmetic, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 8, No. 3, June 2000

Moshnyaga, Energy Reduction in Queues and Stacks by Adaptive Bitwidth Compression, Proceedings of the 2001 International Symposium on Low Power Electronics and Design, Aug. 6-7, 2001 ("Moshnyaga")

Declaration of Gerard P. Grenier regarding Gaffar et. al, Unifying Bit-width Optimization for Fixed-Point and Floating-Point Designs, 12th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, April 20-23, 2004

Plaintiff's Opposition to Defendant's Rule 12(b)(6) Motion to Dismiss for Lack of Patentable Subject Matter, Singular Computing LLC v. Google, LLC, 1-19-cv-12251 (D. Mass.), Dkt. No. 44

Transcript of YouTube video on Practical Approximate Computing at University of California, Berkeley, March 2016 ("Bates transcript")

U.S. Patent No. 6,311,282 ("Nelson")

U.S. Patent No. 4,583,222 ("Fossum")

Simunic, Energy-Efficient Design of Battery-Powered Embedded Systems, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 9, No. 1, Feb. 2001 ("Simunic")

U.S. Patent Appl. Publ. No. 2007/0033572 ("Donovan")

U.S. Patent No. 5,623,616 ("Vitale")

David A. Patterson and John L. Hennessy, Computer Organization and Design (Morgan Kaufmann 3rd ed. Revised 2007) ("Patterson")

First Amended Complaint in Singular Computing LLC v. Google, LLC, 1-19-cv-12251 (D. Mass.) (Dkt. No. 37)

Docket Report for Singular Computing LLC v. Google, LLC, 1-19-cv-12551 (D. Mass.)

Memorandum in Support of Motion to Dismiss for Failure to State a Claim (Dkt. No. 41)

Memorandum and Order on Defendant's Motion to Dismiss (Dkt. No. 51)

Plaintiffs' Preliminary Patent-Related Disclosures Pursuant to Patent L.R. 16.6(d)(1)(A)

Scheduling Order for Singular Computing LLC v. Google, LLC, 1-19-cv-12551 (D. Mass.) (Dkt. No. 59)

Transcript of Scheduling Conference held on July 24, 2020

General Order 20-21, Second Supplemental Order Concerning Jury Trials and Related Proceedings, In Re: Coronavirus Public Emergency (D. Mass. May 27, 2020)

Letter Re Reservation of Rights

Prosecution History of U.S. Patent No. 8,150,902, issued from U.S. Patent Appl. No. 12/816,201

Prosecution History of U.S. Patent No. 8,407,273

U.S. Patent No. 6,622,135 ("Tremiolles")

U.S. Patent Appl. Pub. No. 2005/0235070 ("Young")

U.S. Patent No. 7,301,436 ("Hopper")

Prosecution History of U.S. Patent No. 9,218,156 Part 1 of 2

Prosecution History of U.S. Patent No. 9,218,156 Part 2 of 2

Prosecution History of U.S. Patent No. 9,792,088

Prosecution History of U.S. Patent No. 10,120,648

U.S. Patent Appl. Pub. No. 2006/0270110 ("Steffen")

U.S. Patent Appl. Pub. No. 2009/0188705 ("Kacker")

U.S. Patent Appl. Pub. No. 2007/0050566 ("Lang")

U.S. Patent Appl. Pub. No. 2003/0204760 ("Youngs")

Thomas Way et. al, Compiling Mechanical Nanocomputer Components, Global Journal of Computer Science and Technology, Vol. 10, Issue 2 (Ver. 1.0), April 2010, pp. 36-42 ("Way")

Joe Touch et. al,, Optical Computing, Nanophotonics 2017 6(3): 503-505 ("Touch")

David Nield, In a Huge Milestone, Engineers Build a Working Computer Chip out of Carbon Nanotubes, Sciencealert.com, Dec. 7, 2019 (accessed Sep. 9, 2020) ("Nield")

Leah Cannon, What Can DNA-Based Computers Do?, MIT Technology Review, Feb. 4, 2015 (accessed Sep. 8, 2020) ("Cannon")

Katherin Bourzac, The First Carbon Nanotube Computer, MIT Technology Review, Sep. 25, 2013 (accessed Sep. 8, 2020) ("Bourzac")

Robert Allen, Ed., The Penguin Complete English Dictionary, (Penguin 2006) ("Penguin"), page 1411, definition of "supercomputer"

A Dictionary of Computing (Oxford 6th ed. 2008) ("Oxford"), page 500, definition of "supercomputer"

Power of Attorney

Petition for Inter Partes Review

Declaration of Richard Goodin

Petitioner Google, LLC's Notice Ranking Petitions and Explaining Material Differences