Machine Learning Systems: Diagnosing and Mitigating CUDA OOM Exceptions

In high-parameter deep learning environments, encountering a RuntimeError: CUDA out of memory exception requires a systematic profiling of GPU VRAM allocations. VRAM saturation is rarely just about mo