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waifu2x/tools/switch_aux_output.lua
2018-11-14 17:21:34 +09:00

53 lines
1.4 KiB
Lua

require 'pl'
local __FILE__ = (function() return string.gsub(debug.getinfo(2, 'S').source, "^@", "") end)()
package.path = path.join(path.dirname(__FILE__), "..", "lib", "?.lua;") .. package.path
require 'os'
require 'w2nn'
local srcnn = require 'srcnn'
local function find_aux(seq)
for k = 1, #seq.modules do
local mod = seq.modules[k]
local name = torch.typename(mod)
if name == "nn.Sequential" or name == "nn.ConcatTable" then
local aux = find_aux(mod)
if aux ~= nil then
return aux
end
elseif name == "w2nn.AuxiliaryLossTable" then
return mod
end
end
return nil
end
local cmd = torch.CmdLine()
cmd:text()
cmd:text("switch the output pass of auxiliary loss")
cmd:text("Options:")
cmd:option("-j", 1, 'Specify the output path index (1|2)')
cmd:option("-i", "", 'Specify the input model')
cmd:option("-o", "", 'Specify the output model')
cmd:option("-iformat", "ascii", 'Specify the input format (ascii|binary)')
cmd:option("-oformat", "ascii", 'Specify the output format (ascii|binary)')
local opt = cmd:parse(arg)
if not path.isfile(opt.i) then
cmd:help()
os.exit(-1)
end
local model = torch.load(opt.i, opt.iformat)
if model == nil then
print("load error")
os.exit(-1)
end
local aux = find_aux(model)
if aux == nil then
print("AuxiliaryLossTable not found")
else
print(aux)
aux.i = opt.j
torch.save(opt.o, model, opt.oformat)
end