Susheel Ujwal Siddamshetty, Srinivas Boppu, D. Ghosh
{"title":"Efficient Hardware Architecture for Posit Addition/Subtraction","authors":"Susheel Ujwal Siddamshetty, Srinivas Boppu, D. Ghosh","doi":"10.1109/MCSoC57363.2022.00068","DOIUrl":null,"url":null,"abstract":"This paper proposes an efficient architecture for the design of adder/subtractor for the recently developed universal posit number system. Posits are designed as a direct drop-in replacement for IEEE-754 standard floating-point numbers. They provide compelling advantages over floats, such as larger dynamic range, higher accuracy than the same bit width floats, bit-wise identical results across systems, no overflow or underflow, tapered accuracy, and simpler exception handling. The word size $(N)$ and exponent size $(ES)$ define a posit format. It includes a variable exponent, consisting of variable length regime-bits and exponent-bits with a maximum size of up to $ES$ bits. This also leads to a change in the size and position of the mantissa bits. These run-time variations in the length of the regime, exponent, and mantissa fields pose a challenge while designing arithmetic hardware units. Though a few adder/subtractors are proposed in the literature, they are not 100% accurate. However, the proposed design is efficient in performance metrics such as area, delay, and leakage power. Furthermore, our design is 100% accurate, on an average 15 % area, and 23 % leakage power efficient while having a similar critical path delay when compared to the recent designs proposed in the literature when synthesized using Cadence's 45 nm standard cell library.","PeriodicalId":150801,"journal":{"name":"2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 15th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MCSoC57363.2022.00068","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper proposes an efficient architecture for the design of adder/subtractor for the recently developed universal posit number system. Posits are designed as a direct drop-in replacement for IEEE-754 standard floating-point numbers. They provide compelling advantages over floats, such as larger dynamic range, higher accuracy than the same bit width floats, bit-wise identical results across systems, no overflow or underflow, tapered accuracy, and simpler exception handling. The word size $(N)$ and exponent size $(ES)$ define a posit format. It includes a variable exponent, consisting of variable length regime-bits and exponent-bits with a maximum size of up to $ES$ bits. This also leads to a change in the size and position of the mantissa bits. These run-time variations in the length of the regime, exponent, and mantissa fields pose a challenge while designing arithmetic hardware units. Though a few adder/subtractors are proposed in the literature, they are not 100% accurate. However, the proposed design is efficient in performance metrics such as area, delay, and leakage power. Furthermore, our design is 100% accurate, on an average 15 % area, and 23 % leakage power efficient while having a similar critical path delay when compared to the recent designs proposed in the literature when synthesized using Cadence's 45 nm standard cell library.