This study identifies key issues in implementing 3D parallelism with the XLA machine learning compiler, particularly communication delays caused by the limitations of sharding notation in XLA's ...

High-Level Synthesis (HLS) is a common approach for programming Field Programmable Gate Arrays (FPGAs) across various applications. HLS tools enable novice hardware designers to synthesize Register ...