main.lua

-- Copyright 2016 Anurag Ranjan and the Max Planck Gesellschaft.
-- All rights reserved.
-- This software is provided for research purposes only.  
-- By using this software you agree to the terms of the license file 
-- in the root folder.
-- For commercial use, please contact ps-license@tue.mpg.de.

require 'torch'
require 'cutorch'
require 'paths'
require 'xlua'
require 'optim'
require 'nn'

torch.setdefaulttensortype('torch.FloatTensor')

local opts = paths.dofile('opts.lua')

opt = opts.parse(arg)

print('Saving everything to: ' .. opt.save)
os.execute('mkdir -p ' .. opt.save)

paths.dofile('util.lua')
paths.dofile('model.lua')
opt.imageSize = model.imageSize or opt.imageSize
opt.outputSize = model.outputSize or opt.outputSize

print(opt)

cutorch.setDevice(opt.GPU) -- by default, use GPU 1
torch.manualSeed(opt.manualSeed)

paths.dofile('data.lua')
paths.dofile('train.lua')
paths.dofile('test.lua')

epoch = opt.epochNumber

for i=1,opt.nEpochs do
   train()
   test()
   epoch = epoch + 1
end