Hardware Consultancy for AI/ML project

Hi,

We have a Computer Vision Project that we are currently running on the system with configuration:

AMD 3rd Gen Ryzen 9 3900X Processor + Asus TUF Gaming X570PLUS Motherboard

ZOTAC Gaming GeForce, RTX 2060 Super | 8GB, GDDR6 Graphic Card

Corsair CV650, CV Series, 80 Plus Bronze Certified Power supply

Seagate WD 2 TB HDD

Corsair 16 GB Vengeance RAM

Antec NX 800 Mid Tower Gaming Cabinet

This system seems insufficient as it loses speed overtime, looking for someone to suggest what will be the correct configuration for our project. We can explain/show our code and libraries we are running.

We also doubt if there is something wrong with the particular machine that we are using, that is, the configuration is fine but our machine is faulty.

Pls contact only if you have high experience in such tasks as we will be purchasing the hardware on the basis of this discussion.