refactor
This commit is contained in:
parent
ef5aa1ccbb
commit
06246e0d78
|
@ -987,16 +987,15 @@ end
|
|||
function srcnn.cunet_v6(backend, ch)
|
||||
function unet_branch(insert, backend, n_input, n_output, depad)
|
||||
local block = nn.Sequential()
|
||||
local pooling = SpatialConvolution(backend, n_input, n_input, 2, 2, 2, 2, 0, 0) -- downsampling
|
||||
--block:add(w2nn.Print())
|
||||
block:add(pooling)
|
||||
local con = nn.ConcatTable(2)
|
||||
local model = nn.Sequential()
|
||||
|
||||
block:add(SpatialConvolution(backend, n_input, n_input, 2, 2, 2, 2, 0, 0))-- downsampling
|
||||
block:add(insert)
|
||||
block:add(SpatialFullConvolution(backend, n_output, n_output, 2, 2, 2, 2, 0, 0))-- upsampling
|
||||
local parallel = nn.ConcatTable(2)
|
||||
parallel:add(nn.SpatialZeroPadding(-depad, -depad, -depad, -depad))
|
||||
parallel:add(block)
|
||||
local model = nn.Sequential()
|
||||
model:add(parallel)
|
||||
con:add(nn.SpatialZeroPadding(-depad, -depad, -depad, -depad))
|
||||
con:add(block)
|
||||
model:add(con)
|
||||
model:add(nn.CAddTable())
|
||||
return model
|
||||
end
|
||||
|
@ -1015,7 +1014,7 @@ function srcnn.cunet_v6(backend, ch)
|
|||
attention:add(nn.ReLU(true))
|
||||
attention:add(SpatialConvolution(backend, math.floor(n_output / 4), n_output, 1, 1, 1, 1, 0, 0))
|
||||
attention:add(nn.Sigmoid(true))
|
||||
con:add(nn.Identity())
|
||||
con:add(nn.Identity())
|
||||
con:add(attention)
|
||||
model:add(con)
|
||||
model:add(w2nn.ScaleTable())
|
||||
|
@ -1046,7 +1045,6 @@ function srcnn.cunet_v6(backend, ch)
|
|||
local aux_con = nn.ConcatTable()
|
||||
|
||||
model:add(unet(backend, ch, true))
|
||||
|
||||
con:add(unet(backend, ch, false))
|
||||
con:add(nn.SpatialZeroPadding(-20, -20, -20, -20))
|
||||
|
||||
|
|
Loading…
Reference in a new issue