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FPGAs are highly versatile devices, but their backend compilation process is significantly time-consuming. While software code compilation may take just a few seconds, FPGA compilation times can often span from several minutes to hours due to the complexity of the underlying toolchain and the ever-growing device capacity. DynaRapid 1 is a very fast compilation methodology that generates, in a matter of seconds, placed-and-routed kernel designs for AMD FPGAs [1] The DynaRapid workflow is illustrated in Figure 1.