Are there any special requirements or suggestions for the supply decoupling of the ADV3219?
Standard decoupling techniques apply, and are described in the "Circuit Layout" section on page 17 of the data sheet. The goal is to obtain the lowest possible supply impedance. I'd recommend using "reverse aspect ratio" package SMT ceramic capacitors, such as those in 0508 packages.
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