Using hls4ml to Map Convolutional Neural Networks on Interconnected FPGA Devices
- Resource Type
- Conference
- Authors
- Mageiropoulos, Evangelos; Chrysos, Nikolaos; Dimou, Nikolaos; Katevenis, Manolis
- Source
- 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) FCCM Field-Programmable Custom Computing Machines (FCCM), 2021 IEEE 29th Annual International Symposium on. :277-277 May, 2021
- Subject
- Components, Circuits, Devices and Systems
Computing and Processing
Convolutional neural networks
Field programmable gate arrays
hls4ml
Vivado HLS
SqueezeNet
Convolutional Neural Networks
Service Level Agreement
- Language
- ISSN
- 2576-2621
Workflow used in this paper to partition CNNs in multiple FPGAs.