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miaozhang0525 / NSAS_FOR_CVPR

NSAS code for CVPR review
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Missing code for some baseline models in NASBench201 #1

Closed kyuabacus closed 3 years ago

kyuabacus commented 3 years ago

Hi,

Thanks for your great work and extending our WPL loss into one-shot NAS in a general way!

I am reading your code and would like to test the NASBench201 implementation. However, it seems like I cannot find some files. For example, the notebook NSAS_Bench201/exps/algos/random_NAS_NSAS_3_0.2_seed0.ipynb. In the search_func, there is a call of network.module.arch_diver(operations_random). I did a global search for def arch_diver but nothing returns.

I further visit the code of the implementation of NSAS super-net, and goes to the get_cell_based_tiny_net method in lib/models/cell_searchs/__init__.py. Here, there is a from .l2s_cell_searchs import nas_super_nets. Yet, there is no folder or file called l2s_cell_searchs. Other files under cell_searchs seem to be identical as the baseline NASBench201 implementation. I will be really appreciated if you could point me to the implementation of NSAS for NB201 or other search spaces.

Thanks in advance! Kaicheng

miaozhang0525 commented 3 years ago

Hi,

Thanks for your great work and extending our WPL loss into one-shot NAS in a general way!

I am reading your code and would like to test the NASBench201 implementation. However, it seems like I cannot find some files. For example, the notebook NSAS_Bench201/exps/algos/random_NAS_NSAS_3_0.2_seed0.ipynb. In the search_func, there is a call of network.module.arch_diver(operations_random). I did a global search for def arch_diver but nothing returns.

I further visit the code of the implementation of NSAS super-net, and goes to the get_cell_based_tiny_net method in lib/models/cell_searchs/__init__.py. Here, there is a from .l2s_cell_searchs import nas_super_nets. Yet, there is no folder or file called l2s_cell_searchs. Other files under cell_searchs seem to be identical as the baseline NASBench201 implementation. I will be really appreciated if you could point me to the implementation of NSAS for NB201 or other search spaces.

Thanks in advance! Kaicheng

Hi, Kaicheng,

Sorry for the confusion. I have updated the lib in the NASBENCH201, please check it.

Cheers, Miao

kyuabacus commented 3 years ago

Thanks Miao, saw the changes. Will play around with it!

Best, Kaicheng