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Low Latency Transformer Inference on FPGAs for Physics Applications with
  hls4ml

Low Latency Transformer Inference on FPGAs for Physics Applications with hls4ml

8 September 2024
Zhixing Jiang
Dennis Yin
Yihui Chen
Elham E Khoda
Scott Hauck
Shih-Chieh Hsu
E. Govorkova
Philip C. Harris
Vladimir Loncar
Eric A. Moreno
    AI4CE
ArXivPDFHTML

Papers citing "Low Latency Transformer Inference on FPGAs for Physics Applications with hls4ml"

2 / 2 papers shown
Title
DFX: A Low-latency Multi-FPGA Appliance for Accelerating
  Transformer-based Text Generation
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation
Seongmin Hong
Seungjae Moon
Junsoo Kim
Sungjae Lee
Minsub Kim
Dongsoo Lee
Joo-Young Kim
64
76
0
22 Sep 2022
Fast inference of deep neural networks in FPGAs for particle physics
Fast inference of deep neural networks in FPGAs for particle physics
Javier Mauricio Duarte
Song Han
Philip C. Harris
S. Jindariani
E. Kreinar
...
J. Ngadiuba
M. Pierini
R. Rivera
N. Tran
Zhenbin Wu
AI4CE
75
386
0
16 Apr 2018
1