How does DARTS compare to ENAS? Which one is better or what advantages does they each have?


  • $\begingroup$ quote from paper1: “The training takes 1.5 days on a single 1080Ti GPU with our PyTorch implementation.” That sounds reasonable fast. I like the idea to benchmark different algorithms on an objective basis. Perhaps it would make sense to implement DARTS on an FPGA chip? $\endgroup$ – Manuel Rodriguez Jan 12 at 23:43
  • $\begingroup$ @ManuelRodriguez But the ENAS paper says that it only takes 0.5 days to train under the same setting. It seems to be faster than DARTS. $\endgroup$ – Shen Zhuoran Jan 14 at 6:00

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