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FINN-ViT: End-to-End Compilation of Vision Transformers to Streaming Dataflow FPGAs

Farooq, Qaisar et al.
IRIS · Papers
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finn
The FINN-T framework recently enabled compilation of quantized Transformer models to streaming dataflow FPGA accelerators, demonstrating end-to-end synthesis for signal processing tasks; however, extending this capability to Vision Transformers introduces distinct challenges, including vision-to-seq
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