Loading weights for NAS-Bench 201

Question

Loading weights for NAS-Bench 201

sumegha1024 opened this issue 2 years ago · comments

Hi, I am using the newer version of the NAS bench 201 API - NAS-Bench-201-v1_1-096897.pth and am trying to reload model and weights based on the architecture index. The pth file doesn't contain the trained weight information.

In the description you mentioned that,
"The latest benchmark file of NAS-Bench-201 (NAS-Bench-201-v1_1-096897.pth) can be downloaded from google drive.The files for model weight are too large (431G) and I need some time to upload it."

I am not able to find the corresponding uploaded files for model weight. Did you manage to upload them yet?

If not, should i use the older version [NAS-BENCH-201-4-v1.0-archive.tar] or would there be an issue with using the deprecated version to load model weights?

Thanks!

sumegha1024 · Answer 1 · Wed Jul 13 2022 12:01:19 GMT+0800 (China Standard Time)

As a follow up I tried downloading the [NAS-BENCH-201-4-v1.0-archive.tar] file to get the weights but it says the url is not available.

Shashank Agnihotri · Answer 2 · Mon Dec 05 2022 01:03:42 GMT+0800 (China Standard Time)

Hi, is there an update on this?

sumegha1024 · Answer 3 · Mon Dec 05 2022 06:33:56 GMT+0800 (China Standard Time)

If i remember correctly you need to use the newer NATS bench repository to access trained weights. https://github.com/D-X-Y/NATS-Bench

Shashank Agnihotri · Answer 4 · Mon Dec 05 2022 14:11:55 GMT+0800 (China Standard Time)

Perfect, thanks :)

Xuanyi Dong · Answer 5 · Wed Dec 07 2022 15:19:47 GMT+0800 (China Standard Time)

+1 Please refer to https://github.com/D-X-Y/NATS-Bench for the up-to-date model weights.