30 March 2026 to 1 April 2026
University of Liverpool
Europe/London timezone

Designing a Gated Recurrent Unit in the Versal AI Engines

31 Mar 2026, 12:00
2h
Teaching Hub 502 First Floor (University of Liverpool)

Teaching Hub 502 First Floor

University of Liverpool

Speaker

Michail Sapkas (UniPD - INFN Padova)

Description

This poster presents the design and implementation of a Gated Recurrent Unit (GRU) on Xilinx Versal AI Engines. We outline the mapping of GRU computations to the AI Engine architecture, discuss dataflow and parallelization strategies, and highlight performance considerations for efficient recurrent neural network inference. The design supports unquantized models by leveraging 32-bit floating-point datatypes on the AI Engines.

Student Yes

Primary author

Michail Sapkas (UniPD - INFN Padova)

Presentation materials

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