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I try to reproduce your one-shpt results on nas-bench 201.
By running the code
https://github.com/aoiang/few-shot-NAS/blob/main/Few-Shot_NasBench201/supernet/one-shot/run.sh
and eval
https://gi…
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https://github.com/CanyonWind/Single-Path-One-Shot-NAS-MXNet/blob/df1c1ffdd150695745b5abd4002be330be5d13b0/oneshot_nas_blocks.py#L166
https://github.com/CanyonWind/Single-Path-One-Shot-NAS-MXNet/bl…
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Hi,
Is it possible to incorporate a callback function for customized metric in multi-trial NAS like what one-shot NAS does? There's an argument ```metrics``` in one-shot NAS trainer such as DARTS, b…
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# Reference
- [paper - 2017 - Learning Transferable Architectures for Scalable Image Recognition](https://arxiv.org/abs/1707.07012)
- [paper - 2017 - Progressive Neural Architecture Search](https:…
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# One-Shot
- 将搜索空间定义为超级网络 `SuperNet` - 包含全部网络
- `One-Shot` 共享权重
- `One-Shot` vs `One-Stage`
- `One-Stage` - 搜索完之后模型可以直接使用,而不再需要retrain等操作
- `One-Shot` - 构造 `SuperNet`
- 大部分 `One-Stag…
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Hello, thanks for the impressive evaluation work!
However, I am confused about the search space used for the experiments (in the supplementary of your ICLR paper) on one-shot NAS algorithms. As bo…
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Would it be possible to add latency constraint in the NAS search in a way that NAS should not search for architectures that exceed a latency threshold?
Something like what you did with SPOS example b…
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If something gets renamed or removed (happens on network drives with colleagues all over it ;)) it would be nice to "recover" the latest path, or at least file name so you can then go and fix those mi…
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## 概述
把NAS搜索看作是Path Pruning的问题。
可以看作是SinglePath One-Shot的始祖,将网络二值化,来解决DARTS中显存占用高的问题。
文章:https://arxiv.org/abs/1812.00332
代码:https://github.com/mit-han-lab/ProxylessNAS/tree/master/search
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I setup bees on my home NAS which I've tuned to spin down the disks when not used (OS and temp on an SSD).
The regular bees crawls seem to prevent that. Is there an option or workaround to have one-s…