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SMURF: Scalar Multiple-precision Unum Risc-V Floating-point Accelerator for Scientific Computing

Abstract : This paper proposes an innovative Floating Point (FP) architecture for Variable Precision (VP) computation suitable for high precision FP computing, based on a refined version of the UNUM type I format. This architecture supports VP FP intervals where each interval endpoint can have up to 512 bits of mantissa. The proposed hardware architecture is pipelined and has an internal word-size of 64 bits. Computations on longer mantissas are performed iteratively on the existing hardware. The prototype is integrated in a RISC-V environment, it is exposed to the user through an instruction set extension. The paper we provide an example of software usage. The system has been prototyped on a FPGA (Field-Programmable Gate Array) platform and also synthesized for a 28nm FDSOI process technology. The respective working frequency of FPGA and ASIC implementations are 50MHz and 600MHz. The estimated chip area is 1.5mm 2 and the estimated power consumption is 95mW. The flops performance of this architecture remains within the range of a regular fixed-precision IEEE FPU while enabling arbitrary precision computation at reasonable cost.
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Submitted on : Monday, April 1, 2019 - 5:44:32 PM
Last modification on : Tuesday, July 6, 2021 - 2:51:05 PM
Long-term archiving on: : Tuesday, July 2, 2019 - 6:00:30 PM


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Andrea Bocco, Yves Durand, Florent de Dinechin. SMURF: Scalar Multiple-precision Unum Risc-V Floating-point Accelerator for Scientific Computing. CoNGA 2019 - Conference on Next-Generation Arithmetic, Mar 2019, Singapour, Singapore. pp.1-8, ⟨10.1145/3316279.3316280⟩. ⟨hal-02087098⟩



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