How do I set up GPU-based inference pipelines for real-time applications?
Building a GPU inference pipeline for real-time workloads takes deliberate choices at every layer. Here’s the practical breakdown. 1. Hardware Setup GPU Selection: Pick GPUs built for inference. NVIDIA A100 and T4 are datacenter standards; RTX 3090/4090 work for dev or small-scale deployments if you accept consumer-grade limits. Server Configuration: Your servers need enough PCIe […]