Error while running endtoend.sh and its taking too long on big dataset

[Nasidiqi]

i am recieving these error and model is taking approx. 4 hours to complete one iteration

RuntimeError: module compiled against API version 0xc but this version of numpy is 0xb
RuntimeError: module compiled against API version 0xc but this version of numpy is 0xb
RuntimeError: module compiled against API version 0xc but this version of numpy is 0xb
Traceback (most recent call last):
File "python/predict.py", line 20, in
from neural_srl.theano.tagger import BiLSTMTaggerModel
File "/home/ubuntu/deep_srl-master/python/neural_srl/theano/tagger.py", line 1, in
from optimizer import *
File "/home/ubuntu/deep_srl-master/python/neural_srl/theano/optimizer.py", line 2, in
import theano
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/init.py", line 80, in
from theano.scan_module import (scan, map, reduce, foldl, foldr, clone,
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/scan_module/init.py", line 41, in
from theano.scan_module import scan_opt
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/scan_module/scan_opt.py", line 60, in
from theano import tensor, scalar
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/tensor/init.py", line 9, in
from theano.tensor.subtensor import *
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/tensor/subtensor.py", line 26, in
import theano.gof.cutils # needed to import cutils_ext
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/gof/cutils.py", line 320, in
compile_cutils()
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/gof/cutils.py", line 285, in compile_cutils
preargs=args)
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/gof/cmodule.py", line 2325, in compile_str
return dlimport(lib_filename)
File "/home/ubuntu/.local/lib/python2.7/site-packages/theano/gof/cmodule.py", line 302, in dlimport
rval = import(module_name, {}, {}, [module_name])
ImportError: numpy.core.multiarray failed to import
Using an ensemble of 5 models
Task: srl
Allow new words in test data: True
Embedding size=100
Read 295330 sentences.
Data loading duration was 0:00:28.
Using 2 feature types, projected output dim=200.
('lstm_0_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faa8ec34110>
('lstm_1_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faadb29fb10>
('lstm_2_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faadb29ffd0>
('lstm_3_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faab2ea9a50>
('lstm_4_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faab2ea9f10>
('lstm_5_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faab2ea9290>
('lstm_6_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faa8ebd4650>
('lstm_7_rdrop', 0.1, True)
<neural_srl.theano.layer.HighwayLSTMLayer object at 0x7faa8ebd4b10>
47031 32056
47031 2