Formal Verification of Floating-Point Hardware Design

Formal Verification of Floating-Point Hardware Design
Title Formal Verification of Floating-Point Hardware Design PDF eBook
Author David M. Russinoff
Publisher Springer Nature
Pages 448
Release 2022-03-03
Genre Computers
ISBN 3030871819

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This is the first book to focus on the problem of ensuring the correctness of floating-point hardware designs through mathematical methods. Formal Verification of Floating-Point Hardware Design, Second Edition advances a verification methodology based on a unified theory of register-transfer logic and floating-point arithmetic that has been developed and applied to the formal verification of commercial floating-point units over the course of more than two decades, during which the author was employed by several major microprocessor design companies. The theory is extended to the analysis of several algorithms and optimization techniques that are commonly used in commercial implementations of elementary arithmetic operations. As a basis for the formal verification of such implementations, high-level specifications of the basic arithmetic instructions of several major industry-standard floating-point architectures are presented, including all details pertaining to the handling of exceptional conditions. The methodology is illustrated in the comprehensive verification of a variety of state-of-the-art commercial floating-point designs developed by Arm Holdings. This revised edition reflects the evolving microarchitectures and increasing sophistication of Arm processors, and the variation in the design goals of execution speed, hardware area requirements, and power consumption. Many new results have been added to Parts I—III (Register-Transfer Logic, Floating-Point Arithmetic, and Implementation of Elementary Operations), extending the theory and describing new techniques. These were derived as required in the verification of the new RTL designs described in Part V.

Formal Verification of Floating-Point Hardware Design

Formal Verification of Floating-Point Hardware Design
Title Formal Verification of Floating-Point Hardware Design PDF eBook
Author David M. Russinoff
Publisher Springer
Pages 388
Release 2018-10-13
Genre Technology & Engineering
ISBN 3319955136

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This is the first book to focus on the problem of ensuring the correctness of floating-point hardware designs through mathematical methods. Formal Verification of Floating-Point Hardware Design advances a verification methodology based on a unified theory of register-transfer logic and floating-point arithmetic that has been developed and applied to the formal verification of commercial floating-point units over the course of more than two decades, during which the author was employed by several major microprocessor design companies. The book consists of five parts, the first two of which present a rigorous exposition of the general theory based on the first principles of arithmetic. Part I covers bit vectors and the bit manipulation primitives, integer and fixed-point encodings, and bit-wise logical operations. Part II addresses the properties of floating-point numbers, the formats in which they are encoded as bit vectors, and the various modes of floating-point rounding. In Part III, the theory is extended to the analysis of several algorithms and optimization techniques that are commonly used in commercial implementations of elementary arithmetic operations. As a basis for the formal verification of such implementations, Part IV contains high-level specifications of correctness of the basic arithmetic instructions of several major industry-standard floating-point architectures, including all details pertaining to the handling of exceptional conditions. Part V illustrates the methodology, applying the preceding theory to the comprehensive verification of a state-of-the-art commercial floating-point unit. All of these results have been formalized in the logic of the ACL2 theorem prover and mechanically checked to ensure their correctness. They are presented here, however, in simple conventional mathematical notation. The book presupposes no familiarity with ACL2, logic design, or any mathematics beyond basic high school algebra. It will be of interest to verification engineers as well as arithmetic circuit designers who appreciate the value of a rigorous approach to their art, and is suitable as a graduate text in computer arithmetic.

Formal Methods for Hardware Verification

Formal Methods for Hardware Verification
Title Formal Methods for Hardware Verification PDF eBook
Author Marco Bernardo
Publisher Springer
Pages 250
Release 2006-11-25
Genre Computers
ISBN 3540343059

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This book presents 8 papers accompanying the lectures of leading researchers given at the 6th edition of the International School on Formal Methods for the Design of Computer, Communication and Software Systems (SFM 2006). SFM 2006 was devoted to formal techniques for hardware verification and covers several aspects of the hardware design process, including hardware design languages and simulation, property specification formalisms, automatic test pattern generation, symbolic trajectory evaluation, and more.

Correct Hardware Design and Verification Methods

Correct Hardware Design and Verification Methods
Title Correct Hardware Design and Verification Methods PDF eBook
Author Daniel Geist
Publisher Springer
Pages 439
Release 2003-10-22
Genre Computers
ISBN 3540397248

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This book constitutes the refereed proceedings of the 12th IFIP WG 10.5 Advanced Research Working Conference on Correct Hardware Design and Verification Methods, CHARME 2003, held in L'Aquila, Italy in October 2003. The 24 revised full papers and 8 short papers presented were carefully reviewed and selected from 65 submissions. The papers are organized in topical sections on software verification, automata based methods, processor verification, specification methods, theorem proving, bounded model checking, and model checking and applications.

The Design and Formal Verification of an Integrated Circuit for Use in a Floating-point Systolic Array Fast Fourier Transform Processor

The Design and Formal Verification of an Integrated Circuit for Use in a Floating-point Systolic Array Fast Fourier Transform Processor
Title The Design and Formal Verification of an Integrated Circuit for Use in a Floating-point Systolic Array Fast Fourier Transform Processor PDF eBook
Author Peter E. DelVecchio
Publisher
Pages 438
Release 1990
Genre
ISBN

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Formal Verification of a Fully IEEE Compliant Floating Point Unit

Formal Verification of a Fully IEEE Compliant Floating Point Unit
Title Formal Verification of a Fully IEEE Compliant Floating Point Unit PDF eBook
Author Christian Jacobi
Publisher
Pages 147
Release 2002
Genre
ISBN

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Formal Verification of Control System Software

Formal Verification of Control System Software
Title Formal Verification of Control System Software PDF eBook
Author Pierre-Loïc Garoche
Publisher Princeton University Press
Pages 230
Release 2019-05-14
Genre Mathematics
ISBN 0691181306

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An essential introduction to the analysis and verification of control system software The verification of control system software is critical to a host of technologies and industries, from aeronautics and medical technology to the cars we drive. The failure of controller software can cost people their lives. In this authoritative and accessible book, Pierre-Loïc Garoche provides control engineers and computer scientists with an indispensable introduction to the formal techniques for analyzing and verifying this important class of software. Too often, control engineers are unaware of the issues surrounding the verification of software, while computer scientists tend to be unfamiliar with the specificities of controller software. Garoche provides a unified approach that is geared to graduate students in both fields, covering formal verification methods as well as the design and verification of controllers. He presents a wealth of new verification techniques for performing exhaustive analysis of controller software. These include new means to compute nonlinear invariants, the use of convex optimization tools, and methods for dealing with numerical imprecisions such as floating point computations occurring in the analyzed software. As the autonomy of critical systems continues to increase—as evidenced by autonomous cars, drones, and satellites and landers—the numerical functions in these systems are growing ever more advanced. The techniques presented here are essential to support the formal analysis of the controller software being used in these new and emerging technologies.