#print 'Initializing joint model'
parser = oldslavdep.OldSlavDep(words, pos, rels, w2i, c2i, args)
for epoch in range(args.epochs):
print('\n-----------------\nStarting epoch', epoch + 1)
if epoch % 10 == 0:
if epoch == 0:
parser.trainer.restart(learning_rate=0.001)
elif epoch == 10:
parser.trainer.restart(learning_rate=0.0005)
else:
parser.trainer.restart(learning_rate=0.00025)
parser.Train(args.conll_train)
if args.conll_dev == "N/A":
parser.Save(
os.path.join(args.output, os.path.basename(args.model)))
else:
devPredSents = parser.Predict(args.conll_dev)
count = 0
lasCount = 0
uasCount = 0
posCount = 0
poslasCount = 0
for idSent, devSent in enumerate(devPredSents):
conll_devSent = [
