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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,35 @@ | ||
| from thop import profile | ||
| import torch | ||
| from .EFEN_arch import EFEN | ||
|
|
||
| net = EFEN(channels=48, num_DFEB=8, upscale_factor=4) | ||
| input = torch.randn(1, 3, 320, 180) | ||
| flops, params = profile(net, (input,)) | ||
| print('flops[G]: ', flops/1e9, 'params[K]: ', params/1e3) | ||
|
|
||
| #--------------------------*****RFDB-WOA(only)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 39298867200.0 = 39.3G # params: 300702.0 = 300.7K | ||
| #--------------------------*****EBFB-SRB(only)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 38237184000.0 = 38.2G # params: 263838.0 = 263.8K | ||
| #--------------------------*****EBFB(only)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 17777664000.0 = 17.8G # params: 185886.0 = 185.9K | ||
| #--------------------------*****(RFDB-WOA+EMSA)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 42118318080.0 = 42.1G # params: 342174.0 = 342.2K | ||
| #--------------------------*****(EBFB-SRB+EMSA)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 41056634880.0 = 41.1G # params: 305310 = 305.3K | ||
| #--------------------------*****(EBFB+EMSA)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 20597114880.0 = 20.6G # params: 227358.0 = 227.4K | ||
| #--------------------------*****SAFM(only)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 3267717120.0 = 3.3G # params: 27294.0 = 27.3K | ||
| #--------------------------*****ESA(only)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 2928286080.0 = 2.9G # params: 57438.0 = 57.4K | ||
| #--------------------------*****EMSA(only)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 4959406080.0 = 5.0G # params: 46110.0 = 46.1K | ||
| #--------------------------*****(EBFB+ESA)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 18565994880.0 = 18.6G # params: 238686.0 = 238.7K | ||
| #--------------------------*****(EBFB+SAFM)*8(48 channel)(320*180)*****----------------------------------# | ||
| # FLOPs: 18905425920.0 = 18.9G # params: 208542.0 = 208.5K | ||
| #--------------------------*****(EBFB+EMSA)*8*****----------------------------------# | ||
| # FLOPs: 20597114880.0 = 20.6G # params: 227358.0 = 227.4K (x4)(320*180)(48 channel) | ||
| # FLOPs: 33954855840.0 = 34.0G # params: 227418.0 = 227.4K (x3)(426*240)(48 channel) | ||
| # FLOPs: 75678451200.0 = 75.7G # params: 227358.0 = 227.4K (x2)(640*360)(48 channel) |