Moe Data Parallel
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![MOE parallel to grain from destructive tests [9]. | Download Table](https://www.researchgate.net/profile/Conan-Oceallaigh/publication/327186968/figure/tbl3/AS:667628397928458@1536186422453/MOE-parallel-to-grain-from-destructive-tests-9.png)


















![[论文评述] Speculative MoE: Communication Efficient Parallel MoE Inference ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/speculative-moe-communication-efficient-parallel-moe-inference-with-speculative-token-and-expert-pre-scheduling-1.png)



![GitHub - zms1999/SmartMoE: A MoE impl for PyTorch, [ATC'23] SmartMoE ...](https://github.com/zms1999/SmartMoE/raw/master/doc/fastmoe_data_parallel.png)

![[2304.11414] Pipeline MoE: A Flexible MoE Implementation with Pipeline ...](https://ar5iv.labs.arxiv.org/html/2304.11414/assets/x1.png)

![[2304.11414] Pipeline MoE: A Flexible MoE Implementation with Pipeline ...](https://ar5iv.labs.arxiv.org/html/2304.11414/assets/x3.png)









































































![[논문 리뷰] Multi-Head LatentMoE and Head Parallel: Communication-Efficient ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/multi-head-latentmoe-and-head-parallel-communication-efficient-and-deterministic-moe-parallelism-2.png)
