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Even not using yocto but buildroot the concepts of what is required to make rpi boot faster are there. Also using Qt application. https://www.furkantokac.com/rpi3-fast-boot-less-than-2-seconds/
@Srinivasan Did you find a solution to this issue? I am experiencing the same thing. Thank you.