Global Interpreter Lock

PyTorch's multiprocessing module provides a CUDA Inter-Process Communication (IPC) API that enables sharing model weights across multiple processes for inference, avoiding duplication in GPU VRAM. The…

A team at Planck discovered that adding more AI agents to their production system caused timeouts and latency spikes not due to large language models but because tiny CPU tasks snowballed under massiv…