HyperParallel-MoE reduces Dispatch-to-Combine MoE-FFN latency by up to 1.58x on Ascend A3 clusters via tile-level heterogeneous scheduling that overlaps communication, matrix, and vector computation inside a single kernel launch.
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HyperParallel-MoE: Multi-Core Interleaved Scheduling for Fast MoE Training on Ascend NPUs
HyperParallel-MoE reduces Dispatch-to-Combine MoE-FFN latency by up to 1.58x on Ascend A3 clusters via tile-level heterogeneous scheduling that overlaps communication, matrix, and vector computation inside a single kernel launch.