GPU 利用率从 15% 走向 90%：先修数据流水线，再谈模型优化

From 15% to 90% GPU Utilization: Fix the Data Pipeline， Not the Model

A multimodal training engineer traces low GPU utilization to serial data loading, then shows how concurrency, prefetching, Ray object references, and distributed scheduling shift the bottleneck as training scales.