Created
November 8, 2016 21:25
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Pad arrays in torch
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local function dimnarrow(x,sz,pad,dim) | |
local xn = x | |
for i=1,x:dim() do | |
if i > dim then | |
xn = xn:narrow(i,pad[i]+1,sz[i]) | |
end | |
end | |
return xn | |
end | |
local function padzero(x,pad) | |
local sz = x:size() | |
for i=1,x:dim() do | |
sz[i] = sz[i]+pad[i]*2 | |
end | |
local xx = x.new(sz):zero() | |
local xn = dimnarrow(xx,x:size(),pad,-1) | |
xn:copy(x) | |
return xx | |
end | |
local function padmirror(x,pad) | |
local xx = padzero(x,pad) | |
local sz = xx:size() | |
for i=1,x:dim() do | |
local xxn = dimnarrow(xx,x:size(),pad,i) | |
for j=1,pad[i] do | |
xxn:select(i,j):copy(xxn:select(i,pad[i]*2-j+1)) | |
xxn:select(i,sz[i]-j+1):copy(xxn:select(i,sz[i]-pad[i]*2+j)) | |
end | |
end | |
return xx | |
end | |
local function padarray(x,pad,padtype) | |
-- Example usage: img = padarray(img,{0, pady, padx},'zero') | |
if x:dim() ~= #pad then | |
error('number of dimensions of Input should match number of padding sizes') | |
end | |
if padtype == 'zero' then return padzero(x,pad) end | |
if padtype == 'mirror' then return padmirror(x,pad) end | |
error('unknown paddtype ' .. padtype) | |
end |
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