Customizing floating-point units for FPGAs: Area-performance-standard trade-offs

نویسندگان

  • Pedro Echeverría
  • Marisa López-Vallejo
چکیده

Keywords: Floating-point arithmetic FPGAs Library of operators High performance The high integration density of current nanometer technologies allows the implementation of complex floating-point applications in a single FPGA. In this work the intrinsic complexity of floating-point operators is addressed targeting configurable devices and making design decisions providing the most suitable performance-standard compliance trade-offs. A set of floating-point libraries composed of adder/ subtracter, multiplier, divisor, square root, exponential, logarithm and power function are presented. Each library has been designed taking into account special characteristics of current FPGAs, and with this purpose we have adapted the IEEE floating-point standard (software-oriented) to a custom FPGA-oriented format. Extended experimental results validate the design decisions made and prove the usefulness of reducing the format complexity.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Hybrid FPGA : architecture and interface

Hybrid FPGAs (Field Programmable Gate Arrays) are composed of general-purpose logic resources with different granularities, together with domain-specific coarse-grained units. This thesis proposes a novel hybrid FPGA architecture with embedded coarse-grained Floating Point Units (FPUs) to improve the floating point capability of FPGAs. Based on the proposed hybrid FPGA architecture, we examine ...

متن کامل

Floating Point Unit Generation and Evaluation for FPGAs

Floating point units form an important component of many reconfigurable computing applications. The creation of floating point units under a collection of area, latency, and throughput constraints is an important consideration for system designers. Given the range of possible tradeoffs, most commercial or academic floating point libraries for FPGAs provide a small fraction of possible floating ...

متن کامل

Customizing Floating-Point Operators for Linear Algebra Acceleration on FPGAs

Accelerating the execution of algorithms involving floating-point computations is currently a necessity in the scientific community. A solution – FPGAs – are believed to provide the best balance between costs, performance and flexibility. The FPGA’s flexibility can be best exploited when used to accelerate ”exotic operators”(log, exp, dot product) and operators tailored for the numerics of each...

متن کامل

Accurate Floating Point Arithmetic through Hardware Error-Free Transformations

This paper presents a hardware approach to performing accurate floating point addition and multiplication using the idea of errorfree transformations. Specialized iterative algorithms are implemented for computing arbitrarily accurate sums and dot products. The results of a Xilinx Virtex 6 implementation are given, area and performance are compared against standard floating point units and it i...

متن کامل

Customizable Precision of Floating-Point Arithmetic with Bitslice Vector Types

Customizing the precision of data can provide attractive trade-offs between accuracy and hardware resources. We propose a novel form of vector computing aimed at arrays of custom-precision floating point data. We represent these vectors in bitslice format. Bitwise instructions are used to implement arithmetic circuits in software that operate on customized bit-precision. Experiments show that t...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Microprocessors and Microsystems - Embedded Hardware Design

دوره 35  شماره 

صفحات  -

تاریخ انتشار 2011