How does it compare with building your own GPU-heavy computers? I'm not too familiar with it or how consumer-grade GPUs fare in these workloads, but training so

How does it compare with building your own GPU-heavy computers? I'm not too familiar with it or how consumer-grade GPUs fare in these workloads, but training sounds like it in theory could happen locally easier than any consumer facing parts.