Resolving CUDA Out-of-Memory Errors in Multi-Stage Inference Pipelines

In high-throughput machine learning pipelines, the transition from a single-model prototype to a multi-stage production system often reveals a persistent, frustrating failure: the intermittent CUDA Ou