Single GPU vs Multi-GPU Server: AI Training, Inference Scaling and Infrastructure Costs
Adding more GPUs sounds like an obvious way to accelerate artificial intelligence workloads. If one GPU can train or serve a model, four GPUs should be four times faster—or so the assumption goes. Real-world AI…