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Code Issues Releases Wiki Activity

SEBlock test tmp

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nagadomi 2018-10-30 14:44:28 +00:00
parent 4f07b74cc5
commit 3e4058821e
1 changed files with 3 additions and 3 deletions
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6
lib/srcnn.lua
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@ -470,7 +470,7 @@ local function unet_conv(backend, n_input, n_middle, n_output, se)
model:add(SpatialConvolution(backend, n_middle, n_output, 3, 3, 1, 1, 0, 0))
model:add(nn.LeakyReLU(0.1, true))
if se then
model:add(SEBlock(backend, n_output, 4))
model:add(SEBlock(backend, n_output, 8))
model:add(w2nn.ScaleTable())
end
return model
@ -486,7 +486,7 @@ function srcnn.upcunet(backend, ch)
block2:add(unet_branch(backend, block1, backend, 128, 128, 4))
block2:add(unet_conv(backend, 128, 64, 64, true))
local model = nn.Sequential()
model:add(unet_conv(backend, ch, 32, 64, false))
model:add(unet_conv(backend, ch, 32, 64, true))
model:add(unet_branch(backend, block2, backend, 64, 64, 16))
model:add(SpatialConvolution(backend, 64, 64, 3, 3, 1, 1, 0, 0))
model:add(nn.LeakyReLU(0.1))
@ -536,7 +536,7 @@ function srcnn.cunet(backend, ch)
block2:add(unet_conv(backend, 128, 64, 64, true))
local model = nn.Sequential()
model:add(unet_conv(backend, ch, 32, 64, false))
model:add(unet_conv(backend, ch, 32, 64, true))
model:add(unet_branch(backend, block2, backend, 64, 64, 16))
model:add(SpatialConvolution(backend, 64, 64, 3, 3, 1, 1, 0, 0))
model:add(nn.LeakyReLU(0.1))