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mit-han-lab / gan-compression

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

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About config

vanduong0504 opened this issue · comments

commented

Can you explain for me about --config_str means?

if config_name == 'channels-48':        
     return ChannelConfigs(n_channels=[[48, 32], [48, 32], [48, 40, 32],
                                       [48, 40, 32], [48, 40, 32], [48, 40, 32],
                                       [48, 32, 24, 16], [48, 32, 24, 16]])

And the config_str = 16_16_32_16_32_32_16_16 when search means?
I guess that means 8 layers in Resnet9block you said in the paper? If true why 8 instead of 9? Sorry for reopen many times.
Thank you.

commented

The layer number of the upsampling and downsampling layers is also included in this configuration. Specifically, the first 3 are for the downsampling layers. The middle 3 are for the Resblocks. The last 2 are for the upsampling layers.