[R] Is this NAS method beating EfficientNet in accuracy vs latency/FLOPs tradeoff? Once for All: Train One Network and Specialize it for Efficient Deployment
this is the paper:
https://openreview.net/forum?id=HylxE1HKwS
They compare with MobileNet V3, and get 76.4% top1 accuracy with 238 MAdds (says flops, but I think it is wrong). While EfficientNet B0 ( https://arxiv.org/pdf/1905.11946.pdf ) gets 77.3 for 390 Madds (again, says flops, but that’s just wrong?)
So B0 gets 0.9% advantage but 1.6x the flops… there is no direct comparison between them, according to figure 5 seems the 76.4% keeps going up with flops
Any thoughts on this? seems it should get more attention
submitted by /u/skariel
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