Automated search of 4463 heterogeneous 4-expert MoE models found enumeration bias anchoring the space to AirNet and ranked ShuffleNet/MobileNetV3 as top performers.
Soft moe: Differentiable sparse mixture of experts.arXiv preprint arXiv:2306.09603, 2023
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Systematic Exploration of 4-Expert Heterogeneous Mixture-of-Experts via Automated Pipeline Search
Automated search of 4463 heterogeneous 4-expert MoE models found enumeration bias anchoring the space to AirNet and ranked ShuffleNet/MobileNetV3 as top performers.