Epyc Genoa Build Critique?

I’m in the process of putting together a high-performance build for ML and would love some feedback and critique on my component choices. Here’s what I’ve come up with:

CPU: AMD EPYC 9354
RAM: Kingston 32GB ECC Registered DDR5 4800 (KSM48E40BD8KI-32HA)
Motherboard: Supermicro Server Motherboard MBD-H13SSL-N
CPU Fan: CoolServer SP5-4U M97 or J12 Dynotron?
PSU: be quiet! Straight Power 12 1500W ATX 3.0

My primary use cases for this build include heavy computational tasks, virtualization. opted for the AMD EPYC 9354 for its excellent performance and scalability, paired with Kingston ECC DDR5 RAM for stability and reliability.

Regarding the motherboard, I chose the Supermicro MBD-H13SSL-N for its robust features and compatibility with the EPYC processor. However, I’m a bit torn between the CoolServer SP5-4U M97 and the J12 Dynotron for CPU cooling. Any insights or recommendations on this front would be greatly appreciated.