Increased GPU Needs Increased Storage?

Hi everyone,

I am kind of a noob to developing creative applications here. I was just wondering, when you need to increase your GPU for certain applications (ex. high resolution video editing, 3D rendering, etc.), will you need to accommodate the increased GPU by having increased/faster storage capability?

I was thinking with the increased GPU, you would benefit from something like NVMe storage / NVMe RAID storage cards that have a high transfer rate and big bandwidth to accommodate these applications.

I know that GPU and storage have little to do with each other in terms of creating high level applications, but I was wondering if there would even be a need to have bigger and faster storage when GPU keeps increasing.

Have you guys ever come across a situation where you needed extra bandwidth and faster storage for your applications?

I would appreciate any insight... thank you!

Complicated question, but yes, it's possible. If you can process data fast enough, you can eventually outstrip the disk's ability to write at that speed.