notebook.community

Edit and run



In [1]:

    
%matplotlib inline



In [2]:

    
from collections import namedtuple
import os, sys
print( os.getcwd() )
print( os.listdir( os.getcwd() ) )
import time









    



/home/topolo/PropD/MLgrabbag/kaggle
['LSTM_model201702271930.save', 'cleaning_dueSigmaFin.pyc', 'LSTM_model201702280608.save', '.ipynb_checkpoints', 'dueSigmaFinancial_kaggle.py', 'LSTM_model.save', 'glass-classification.zip', 'DueSigmaFin_runs.ipynb', 'dueSigmaFinancial_local.ipynb', 'kaggle.ipynb', 'glass.csv', 'train.h5.zip', '__init__.py', 'train.h5', 'cleaning_dueSigmaFin.py']



In [3]:

    
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np



In [4]:

    
import theano









    



Using gpu device 0: GeForce GTX 980 Ti (CNMeM is enabled with initial size: 80.0% of memory, cuDNN 5105)
/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/sandbox/cuda/__init__.py:600: UserWarning: Your cuDNN version is more recent than the one Theano officially supports. If you see any problems, try updating Theano or downgrading cuDNN to version 5.
  warnings.warn(warn)



In [5]:

    
from theano import function, config, sandbox, shared 
import theano.tensor as T



In [6]:

    
print( theano.config.device )
print( theano.config.lib.cnmem)  # cf. http://deeplearning.net/software/theano/library/config.html
print( theano.config.print_active_device)# Print active device at when the GPU device is initialized.









    



gpu0
0.8
True



In [7]:

    
print(theano.config.allow_gc)
print(theano.config.optimizer_excluding)









    



False



In [8]:

    
from six.moves import cPickle



In [9]:

    
sys.path.append( '../ML' )



In [10]:

    
from LSTM_Right import *

2Sigma Financial Time series



In [11]:

    
timeseries_pd = pd.read_hdf( 'train.h5')



In [12]:

    
import cleaning_dueSigmaFin
from cleaning_dueSigmaFin import clean_tseries, clean_test, id_only, split_tseries,y_only, calc_R

Split up given time series, $X(t),y(t)$ into train, valid, test



In [13]:

    
train_to_all = 0.85 
T_0 = 906 # timestamp to stop at
num_valid = 10 # how many time steps to validate on
obs_train = timeseries_pd[timeseries_pd["timestamp"]<int(T_0*train_to_all)]  # kaggle call these "observation"



In [14]:

    
# clean training data
cleaned_obs_train = clean_tseries( obs_train)



In [15]:

    
obs_valid = timeseries_pd[
    (timeseries_pd['timestamp']>=int(T_0*train_to_all)) & (timeseries_pd['timestamp']<int(T_0*(train_to_all)+num_valid))]



In [16]:

    
cleaned_obs_valid = clean_tseries( obs_valid)

"Tuning" parameters



In [18]:

    
L = Gates(g=3,i=2,f=2,o=2)
n_in = 110 # s1
s_2  = 80  # 80
H = 50

s_l = Gates(g=[n_in,s_2,H],i=[n_in,H],f=[n_in,H],o=[n_in,H])

activations=Psis(g=(T.tanh,None),i=(T.nnet.sigmoid,T.nnet.sigmoid),f=(T.nnet.sigmoid,T.nnet.sigmoid),
                 o=(T.nnet.sigmoid,T.nnet.sigmoid),h=(T.tanh,))



In [17]:

    
# this is for a second try, with smaller number of layers
L = Gates(g=3,i=2,f=2,o=2)
n_in = 110 # s1
s_2  = 50  # 80
H = 20

s_l = Gates(g=[n_in,s_2,H],i=[n_in,H],f=[n_in,H],o=[n_in,H])

activations=Psis(g=(T.tanh,None),i=(T.nnet.sigmoid,T.nnet.sigmoid),f=(T.nnet.sigmoid,T.nnet.sigmoid),
                 o=(T.nnet.sigmoid,T.nnet.sigmoid),h=(T.tanh,))



In [18]:

    
lambda_learn =0.9  # learning rate
alpha_reg = 0.01 # regularization constant
beta_mom = 0.0001 # momentum constant, old "Mo" (it's an inside joke)

Train Deep LSTM Model



In [23]:

    
# logistic regression/for classification
LSTM_model=LSTM_Model_right(L,s_l,H,1,activations, None )
Memblck = MemoryBlock_right(H, LSTM_model)
Memblck.build_scan_over_t()
Memblck.build_J(lambda_learn)  # inputted value, lambda_val, is the learning rate









    



Total number of parameters: 19 
Total number of parameters: 19 






    Out[23]:





Elemwise{add,no_inplace}.0



In [19]:

    
# for the L2 norm
LSTM_model=LSTM_Model_right(L,s_l,H,1,activations, None )
Memblck = MemoryBlock_right(H, LSTM_model)
Memblck.build_scan_over_t()
Memblck.build_J_L2norm(lambda_learn)  # inputted value, lambda_val, is the learning rate









    



Total number of parameters: 19 
Total number of parameters: 19 






    Out[19]:





Elemwise{add,no_inplace}.0



In [20]:

    
# be aware that this step may take more than a few seconds
Memblck.build_update(alpha=alpha_reg,beta=beta_mom)









    



Total number of parameters: 19

Do the actual training; MANUALLY change MAX_ITERS



In [51]:

    
MAX_ITERS = 15 # 10
%time results_cost = Memblck.train_model_full( cleaned_obs_train, MAX_ITERS ) # 2
# CPU times: user 11min 50s, sys: 2min 27s, total: 14min 17s
# Wall time: 14min 17s









    



theano.config.allow_gc =:  False
CPU times: user 1h 29min 23s, sys: 19min 59s, total: 1h 49min 22s
Wall time: 1h 49min 19s

Predicting with the trained model



In [52]:

    
results_cost









    Out[52]:





array([  6.94319834e-310,   6.94319834e-310,   6.94319834e-310,
         6.94319834e-310,   0.00000000e+000,   9.53546696e-322,
         1.12585395e-315,   1.36592013e-315,   6.94304809e-310,
         6.94304678e-310,   2.37151510e-322,   2.37151510e-322,
         1.13517005e-315,   6.94319834e-310,   3.95252517e-322])



In [33]:

    
obs_valid.describe()









    Out[33]:






  
    
      
      id
      timestamp
      derived_0
      derived_1
      derived_2
      derived_3
      derived_4
      fundamental_0
      fundamental_1
      fundamental_2
      ...
      technical_36
      technical_37
      technical_38
      technical_39
      technical_40
      technical_41
      technical_42
      technical_43
      technical_44
      y
    
  
  
    
      count
      86246.000000
      86246.000000
      82946.000000
      8.273400e+04
      65897.000000
      79714.000000
      65472.000000
      85245.000000
      52994.000000
      67080.000000
      ...
      86214.000000
      8.617800e+04
      8.617800e+04
      8.608700e+04
      86214.000000
      85930.000000
      8.608700e+04
      8.608700e+04
      83168.000000
      86246.000000
    
    
      mean
      1089.804976
      768.986353
      -0.337620
      2.928802e+12
      -0.369657
      -0.283734
      -0.077146
      -0.001263
      -0.032461
      -0.174287
      ...
      -0.056573
      -1.128401e-01
      -1.215678e-01
      -9.838293e-02
      0.068058
      0.004546
      -2.476770e-02
      -7.713747e-01
      0.000191
      0.000235
    
    
      std
      633.683668
      26.282748
      18.288225
      1.119510e+14
      17.126638
      13.742033
      0.946136
      0.266492
      1.775605
      3.361082
      ...
      0.432223
      2.746581e-01
      2.767393e-01
      2.559960e-01
      0.306142
      0.111926
      1.901646e-01
      9.396070e-01
      0.031364
      0.016204
    
    
      min
      0.000000
      724.000000
      -505.480621
      -6.626774e-02
      -800.364685
      -1028.421143
      -18.364044
      -0.469985
      -58.002731
      -49.234299
      ...
      -1.684077
      -1.000000e+00
      -1.000000e+00
      -1.000000e+00
      -0.457321
      -0.444953
      -1.000000e+00
      -2.000000e+00
      -0.106292
      -0.086094
    
    
      25%
      542.000000
      746.000000
      -0.051800
      -2.919330e-02
      -0.060873
      -0.134821
      -0.127265
      -0.191126
      -0.175051
      -0.226237
      ...
      -0.268161
      -3.894686e-03
      -1.477495e-02
      -1.068642e-03
      -0.143311
      -0.073135
      -3.087161e-14
      -1.999992e+00
      -0.021578
      -0.007393
    
    
      50%
      1090.000000
      769.000000
      0.043903
      6.437163e-03
      0.015760
      0.012506
      -0.007520
      -0.026204
      0.020613
      -0.054855
      ...
      -0.024910
      -4.303226e-08
      -6.466906e-09
      -7.904232e-12
      -0.010224
      0.001104
      -4.247640e-31
      -1.184154e-02
      0.000120
      -0.000155
    
    
      75%
      1662.000000
      792.000000
      0.198591
      1.250951e-01
      0.202912
      0.309584
      0.095409
      0.154450
      0.161489
      0.120475
      ...
      0.169945
      -5.368916e-19
      -1.540634e-19
      -3.327274e-23
      0.208418
      0.075601
      0.000000e+00
      -9.093837e-13
      0.021121
      0.007535
    
    
      max
      2156.000000
      814.000000
      400.364502
      4.862839e+15
      63.275314
      35.819118
      7.492327
      0.905748
      17.744707
      76.771248
      ...
      3.058554
      0.000000e+00
      -0.000000e+00
      0.000000e+00
      1.569265
      0.504141
      1.000000e+00
      0.000000e+00
      0.114493
      0.093498
    
  

8 rows × 111 columns



In [24]:

    
list(y)[0].shape









    



---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-24-ab571c3dcc23> in <module>()
----> 1 list(y)[0].shape

NameError: name 'y' is not defined



In [53]:

    
print(len(cleaned_obs_valid));print(type(cleaned_obs_valid[0]));print(type(cleaned_obs_valid[0][0]))
print(cleaned_obs_valid[0][0].shape);print(cleaned_obs_valid[0][0].dtype);
cleaned_obs_valid[0][0].astype(theano.config.floatX).shape









    



951
<type 'tuple'>
<type 'numpy.ndarray'>
(10, 110)
float32






    Out[53]:





(10, 110)



In [54]:

    
# valid_predictions = Memblck.predict_on_lst( cleaned_obs_valid,verbose=False)
valid_predictions = Memblck.predict_on_lst_givens( cleaned_obs_valid,verbose=False)









    



<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2492d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b01b590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b44ae50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68c16a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a9fc390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6995bf50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b14d0d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69684b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b9d0b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d149cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ab90c50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b79c390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c729f10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c9e8410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d27efd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b3da10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cc59b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b945d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a2a4cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694abf10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf693f4410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ab23390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cb43f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d000510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c839850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a9fcdd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b89d7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf686c72d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a3dbf50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7512d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d0700d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6caa9ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf691655d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aadd3d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68646210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf684a6b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf686ddc50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b167e50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a24910>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c4727d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf680d8a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ac40690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c4c5c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69dbc2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69958490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c878110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ab12790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ca38bd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af64750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696b0050>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a55cf90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf683f5350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c176510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a6623d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a379710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf685858d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b1a090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ad78350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bcc7810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69c03c90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b87c790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b5c9150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c839a50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69958250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69dfe550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b119dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68c61fd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c318450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a0e4790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af6b490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d5a31d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d15ea90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b76610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68693d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69f3a8d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ac7a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b5915d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a73fb10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7fa6e190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a42150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a1fcf10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c69a850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a64650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e92350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a582110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a9cac50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cbe1410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a3041d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b410d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bfcdd90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a226c50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4be7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b280dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4e8fd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a1cd690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b76b9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67e06e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a1bb810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c9e8110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68794c50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c5c05d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c7cbf90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68430b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7fae90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ac80910>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d1f410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694c84d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf4d850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a21d350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af99790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6880ead0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69668a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69666510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c6fbcd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68f43d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4bed90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68f2ce10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a2ba10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6820e250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67ce8750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e3ad10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b93cb50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d5753d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d286710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ac5db50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a136450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6992ded0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6834cd10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a66a990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68738fd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d05e690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a2180d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bbc3d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68069590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68569a50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6976b890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb4dad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa168d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6853cd10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cffa850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf690cc790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c86c110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b397bd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c41ae90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69a07fd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d5ae5d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696f8cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6944c210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf695f35d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d29be90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a6d99d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf0dd10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68dff190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6873e7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69294990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf698f3bd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b21850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf688c7990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69f3ae50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67a1bb10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c4653d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c8f13d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b8784d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cbee450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67fbf510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ee8610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a7b9e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68035090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6accf910>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ce4ca10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c57e0d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d15efd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a23a3d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69142d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a755090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a6dd950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b6c9910>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c531450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf687bcbd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67c92f10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69241b90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67fab7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b1d0ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cfb5310>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a6a79d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bdb0490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a15f410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b37190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ac67b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bee56d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b72d650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf679ffa50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bdd7590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6caf0cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf46150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c4293d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69fb5690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bfa7810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b582b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b14ded0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ab46b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69530210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cb60a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3b9ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ca9abd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bc13210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6abdfa10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a63d50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e0d1d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a3e2dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c7ee0d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69748b90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b8279d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c366d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a075390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6881e350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6993f1d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d5ae590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b5789d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c620790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68bf42d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69cb2e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a00d290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cbbcf10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b616750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2ff110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c338090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68649150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a00e690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b1cc110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b31ae90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a7f3390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bef9f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67e73f10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6817ef10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a62b390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b6f96d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6884d6d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c571a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69fdd450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e0d290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6948bc10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4a3f10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b3ca10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69361690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68793410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ca1fe90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c941390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb4df10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a21bad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf697c72d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69a04150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af65710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3b9590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ae4b690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b48790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b616c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d27eb90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e5e690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b3a0650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bd54ed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69ccd450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b085250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf685d7590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7a99d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b085c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4f51d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf680c2d50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c2a8350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ca1fbd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b1d8b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cec2dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a672ed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a2e4ed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ca7c410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6846e890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bdbaa50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b19250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6796e690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf691881d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c44fd10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c153a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bade5d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d4d60d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69901790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67f3e650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68069210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7c2510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b3a2f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b951d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a352e50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67c292d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68e9b610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69f4e890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a77d890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a081550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b46f10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a963cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf688c7990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a00d850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68d09b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6903b990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b607390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bd9d6d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a786290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3cb390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a647d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67eebe90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7fa8c750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf687931d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67a99c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf680141d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b87c510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf691d4a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68cca9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b5ec2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e13990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a9a6050>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cb37490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf118d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a106c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b97e290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c3a7e90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69174f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d0009d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4be550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c803210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ba3b490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf695c28d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68d3b250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a64610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d29ad10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4ce510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c740a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aca6810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c92e0d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf681d3b90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ae56e90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf12810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a93ac90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2f5250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2fd490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c57e590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b2393d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6993f490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6902f110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6975f690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68cbead0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68395e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ad1e490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b8f6d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b173850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69562b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b9526d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4bed90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6adf6cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ba424d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b827850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694a9cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2fd890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6be51710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68857790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6822cad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bd9fb50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b3e6410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69a042d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68cc4450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68180890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c871210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b3a2710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ac31d50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a126a50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d8df50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6866fed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c7564d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bd03810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b159c50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69612c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa06450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7e3c90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa5f6d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696f8cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cd5a890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69cb26d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67e16910>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a155b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68829f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf680e9450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa39d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d03a8d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ab21c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ad53b90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2f5c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c3aba10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6837c990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c27af90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf69c90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6937cdd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c92e290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69985650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69cf8c50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf684df4d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c876ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a6d9e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf33290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c40f290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6853efd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4bb810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696da4d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a2a9b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6933a310>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68d52250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d202110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69556f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b25790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf697a88d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb9e390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4c0750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf681fa410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b07e9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa1a810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7d9d72d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aeb8cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a865ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b95690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69bbca50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a92b690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67a61550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cfa5f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696b0310>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af30cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a6fffd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69c5b490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69984410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bc13150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b87c210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b9f4550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69867510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d0465d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ce4310>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b1ed550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf692b8510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69ec8b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68258090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b54850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b761cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cb25fd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6afcfe10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69bd6f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c521510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d046e90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67a79550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d8de90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69122050>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c70c7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694ad250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b35d650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b538d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b988510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf3fd50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4b31d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b35df90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c06f450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf0a810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67c9b990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a8b2e90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69fe9a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68f29a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c15e850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3f2490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b2c6ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ce3bb50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb4e9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b97ce10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7e6290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ae158d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4f35d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69286f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b33c7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b813590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b944510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ccd3810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696dae10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a6eca50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b39fb10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a66ac10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ab10f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b6f2390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf697e77d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf686bfc50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69bdf990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d10ef50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b6d3950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a56d7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d57cbd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69715810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68793650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4a3a50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67c047d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c3a5950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b243110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c708b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4b3950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a8f2210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69cc7110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf679852d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6caf4890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf685b86d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c06fd10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68818610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69294490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a29da90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a321090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b35dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a762250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6acec590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b0629d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a739110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ceb80d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68d25450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf697a8dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d01f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c012bd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696da2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694eab50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ac02450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c19bbd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67fa2f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69622a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d12250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af00690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a330650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c8e4c50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a08ec90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4d4c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6886e610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67e2f490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b758650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c672c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c07d490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c6acd10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69da2890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf687bf210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ddf2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b080710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a60ead0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cca0050>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c0e94d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b8b4dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ceeaf50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6990d510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68312c50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c6278d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf689f9450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68252c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6950ba50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf684d2910>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a3c9390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67a427d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b1e210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68c5d4d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a3b9490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a508110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a9a6750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c453410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68e0eb10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69a04850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b81c950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68956ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf30a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c1544d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6982c8d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c755d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c4c5210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf56110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68257190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf698a5d50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67caf290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68238710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c699490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af00a50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68fb8750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a313e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a857d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b04ef50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b276850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a9ec650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bdca650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf681bfe50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67aada10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67e697d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ce6db50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb2b110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69fbc350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d12cb10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ae1cfd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67a11d50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bd1c950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf684c1790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c6f4ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68c1ef10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b38ed90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d15ef90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69196a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ba5ed90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cc72e90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68825a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bd0ce90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c3ab350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c19b2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cd3b750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a18fd90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cdf5d50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69010790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7babd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68312550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcfd1a07650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf697e70d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf110d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694ed510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a2a4f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bdca410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68aadc10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cd21cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67b73810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af89f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68bf4bd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67e8d810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb53b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf690cd790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69ab84d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68df9d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ce06a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69f42d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ce3bfd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a3a7a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69aecc10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c928490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6866f4d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69183950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6885a910>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68069610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ad79d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bdaf650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6816a2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69bfc950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cfb5850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68bf6310>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d126e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b3333d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a472f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68595650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af6b150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ad02050>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a8f5d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b3e9e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a216290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cbf0d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69efad10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69cbbf10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c279150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6989de10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b41e90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68871b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a5efed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67aad190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ad792d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69992e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b814290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6936c290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bea7410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d5b3550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4bb290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf684c49d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69f2ed50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c9f6a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3ee2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6808c8d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e33f10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c00d790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ceab8d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b2e0610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b73fcd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68c8ffd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d161490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf681f6550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68d94510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a9f53d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a733190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6868a4d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aab8f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c897b90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6866f810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694ef650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a15d710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cced3d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b607650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a3dccd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a405150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68d25d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf684a61d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c000dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c920710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69892090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6878da10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b5b6ed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d09f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c8aa6d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b435d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf680dbe50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67dd71d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a19ed50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ebc0d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa21d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d04d9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b67a2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c0947d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6933a7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d046c90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68f0a7d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c871e50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6891e950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6978d810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a09e110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68bcd8d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c364e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68cb7290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cbed1d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf75c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b0bd5d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf699d9fd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6973ea50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d1bf790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bed8e50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4ddb10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67d2ffd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b5e5150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b9e0ed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c80fd90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cb24390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf679807d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7e8575d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6999cb50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6885add0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6969f9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c5f8f50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a868350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b2ba50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69eda590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf689c13d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68cc43d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67c067d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf698f0810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a0c7510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf3f950>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b24cf50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bc14190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf695f9390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d53bb10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67d99dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6952c450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3ee650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68864190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6adaf9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69880e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cee3210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67bc2250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67995590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6983e9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69697a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cb7ba90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69fd6710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c7a4b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68855350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7cacc5d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68602750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69a64d50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c6fb890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68438310>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf691781d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68c1e690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67d84250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68249690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69a71f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6944cb50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b4a3e50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bc3aa10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c9cd690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6868af10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ac80a50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6814bfd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ba6290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67efdd90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf693426d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b88acd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b8d72d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ba41610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b04ea10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d809d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68304710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69fbec50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bf3eb50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d0b6690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69246b50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6816ae10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69a6c5d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb26390>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d1c5750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7c416150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c7fcc50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf688687d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ae62590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf686b2450>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69fcef50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69f54350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68cc4510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c446f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696d5850>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6885a9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ad143d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68834510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a42710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a963ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68e1f8d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a099d10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68fd98d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69f971d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d5c090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69145490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b2c3dd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b41e510>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a08e210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ba2e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6853ee90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b519550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c0af190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68339810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf7e688350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68c00e90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b8c8bd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69328f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3db110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa0fed0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b607f90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d0ba50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c379490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ae6c150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bbf9590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cd1ca50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b83c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6976e690>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b7919d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c8a1e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf697891d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c06f9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e80150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf689f9410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b1afe90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67b73e50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68fd9550>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68fe2ad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a13490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a4f3110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c1cd9d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68294090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6887d790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68ecdad0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c1dbfd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69bbc110>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cdba090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e3a490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ccff350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69b667d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6beaeb90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bfe1890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69ae9e50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf682c7350>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67eba710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b93c6d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67b89810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf689cec50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf682b1750>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ca9ae10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b944810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e0bdd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa0c290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69efa650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69c03890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c60a250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cac14d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e20190>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68b3c250>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf685d8310>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67f5f6d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d047c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b389650>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67b73790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf694c8990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bcc7050>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b8292d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67fc4150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2cb2d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a733810>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bb3bd90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6933ad50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b08f990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6aa0cf50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67ad5e10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bd64290>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c548790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ae15d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d118050>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a055a50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf690413d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68bcd710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf30d90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b5ea5d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c3eea50>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf685d87d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ce73890>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b9d04d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c379c10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6afcdb90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67984150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6abf9a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf680bccd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6af6b790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b9057d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cf76b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69122a10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c2a9a90>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ba45610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69d76590>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6a5ec090>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf696f8790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69493fd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf686ba490>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6ce04990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6cc6c3d0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69e92210>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67b34990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b503710>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68a96790>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6c6ca610>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6d5a3410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6bbc3410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf69beb990>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6b697410>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf67fd9b10>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf68579cd0>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')

<<!! BUG IN FGRAPH.REPLACE OR A LISTENER !!>> <type 'exceptions.TypeError'> ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer') MergeOptimizer
ERROR (theano.gof.opt): SeqOptimizer apply <theano.gof.opt.EquilibriumOptimizer object at 0x7fcf6908a150>
ERROR (theano.gof.opt): Traceback:
ERROR (theano.gof.opt): Traceback (most recent call last):
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 230, in apply
    sub_prof = optimizer.optimize(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 89, in optimize
    ret = self.apply(fgraph, *args, **kwargs)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 2223, in apply
    sub_prof = gopt.apply(fgraph)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/opt.py", line 817, in apply
    fgraph.replace_all_validate(pairs, 'MergeOptimizer')
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/toolbox.py", line 309, in replace_all_validate
    fgraph.replace(r, new_r, reason=reason, verbose=False)
  File "/home/topolo/Public/anaconda2/lib/python2.7/site-packages/theano/gof/fg.py", line 561, in replace
    str(reason))
TypeError: ('The type of the replacement must be compatible with the type of the original Variable.', AllocEmpty{dtype='float32'}.0, AllocEmpty{dtype='float32'}.0, TensorType(float32, row), TensorType(float32, matrix), 'MergeOptimizer')



In [55]:

    
print(type(valid_predictions));print(len(valid_predictions));print(type(valid_predictions[0]));
print(valid_predictions[0].shape)









    



<type 'list'>
951
<type 'CudaNdarray'>
(10, 1)



In [56]:

    
X_cleaned_obs_valid,y_cleaned_obs_valid=split_tseries(cleaned_obs_valid)



In [57]:

    
print(type(y_cleaned_obs_valid));print(len(y_cleaned_obs_valid));print(type(y_cleaned_obs_valid[0]));
print(y_cleaned_obs_valid[0].shape)









    



<type 'list'>
951
<type 'numpy.ndarray'>
(10, 1)



In [58]:

    
np.array( valid_predictions[2] )









    Out[58]:





array([[ 0.74542069],
       [ 1.63571405],
       [-0.66123116],
       [ 0.01397786],
       [ 0.01397786],
       [ 0.01397786],
       [ 0.01397786],
       [ 0.01397786],
       [ 0.01397786],
       [ 0.10692236]], dtype=float32)



In [59]:

    
valid_predictions_np = [np.array(arr) for arr in valid_predictions]



In [60]:

    
#R_valid = calc_R(valid_predictions,y_cleaned_obs_valid)
R_valid = calc_R(valid_predictions_np,y_cleaned_obs_valid)
print(R_valid)









    



-71.6583193351



In [96]:

    
tempparams = Memblck.LSTM_model.__get_state__()['params']
print(type(tempparams));print(len(tempparams));print(type(tempparams[0]));print(tempparams[0].get_value().shape)
tempparams[0].get_value();
dir(tempparams[0]);









    



Total number of parameters: 19 
<type 'list'>
19
<class 'theano.sandbox.cuda.var.CudaNdarraySharedVariable'>
(110, 80)



In [99]:

    
f = open("LSTM_model.save",'wb')
for param in Memblck.LSTM_model.__get_state__()['params']:
    cPickle.dump( param.get_value(), f, protocol=cPickle.HIGHEST_PROTOCOL)
f.close()









    



Total number of parameters: 19



In [109]:

    
print(Memblck.LSTM_model._gates.g.Thetabs);print(Memblck.LSTM_model._gates.g.L);
print(Memblck.LSTM_model._gates.g.Thetabs[0].l);
print(len(Memblck.LSTM_model._gates.g.Thetabs[0].__get_state__()['params']))









    



[<LSTM_Right.Thetabtheta_right object at 0x7fd951ddda50>, <LSTM_Right.Thetab_right object at 0x7fd9518bbed0>]
3
1
3

Saving model, outputting it out to paste into exterior code

Loading back the values of the last saved model



In [10]:

    
f = open("LSTM_model.save",'rb')
19
loaded_param = []
for _ in range(19):
    loaded_param.append(cPickle.load(f))



In [12]:

    
for param in loaded_param:
    print type(param),param.shape









    



 <type 'numpy.ndarray'> (110, 80)
<type 'numpy.ndarray'> (80,)
<type 'numpy.ndarray'> (50, 80)
<type 'numpy.ndarray'> (80, 50)
<type 'numpy.ndarray'> (50,)
<type 'numpy.ndarray'> (110, 50)
<type 'numpy.ndarray'> (50,)
<type 'numpy.ndarray'> (50, 50)
<type 'numpy.ndarray'> (50, 50)
<type 'numpy.ndarray'> (110, 50)
<type 'numpy.ndarray'> (50,)
<type 'numpy.ndarray'> (50, 50)
<type 'numpy.ndarray'> (50, 50)
<type 'numpy.ndarray'> (110, 50)
<type 'numpy.ndarray'> (50,)
<type 'numpy.ndarray'> (50, 50)
<type 'numpy.ndarray'> (50, 50)
<type 'numpy.ndarray'> (50, 1)
<type 'numpy.ndarray'> (1,)



In [18]:

    
LSTM_model=LSTM_Model_right(L,s_l,H,1,activations, None )
Memblck = MemoryBlock_right(H, LSTM_model)



In [20]:

    
Memblck.LSTM_model.__set_state__(*loaded_param)
# Memblck.__set_state__(*loaded_param)









    



---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-20-c00791874059> in <module>()
----> 1 Memblck.LSTM_model.__set_state__(*loaded_param)
      2 # Memblck.__set_state__(*loaded_param)

/home/topolo/PropD/MLgrabbag/ML/LSTM_Right.py in __set_state__(self, *args)
    955                                 Thetabs_vals.append( args[ flattened_index + w] )
    956 
--> 957                         self._gates[alpha_idx].__set_state__( *Thetabs_vals )
    958                         flattened_index += number_of_weights_alpha_idx
    959 

/home/topolo/PropD/MLgrabbag/ML/LSTM_Right.py in __set_state__(self, *args)
    678                         Thetabtheta_vals=[]
    679                         for w in range(number_of_weightsl):
--> 680                                 Thetab_vals.append( args[w+1+flattened_index] )
    681 
    682                         self.Thetabs[l-1].__set_state__(*Thetab_vals)

NameError: global name 'Thetab_vals' is not defined

Bottom Line for loading back values of last saved model



In [20]:

    
LSTM_model=LSTM_Model_right(L,s_l,H,1,activations, None )
Memblck = MemoryBlock_right(H, LSTM_model)



In [23]:

    
# MANUALLY change filename
f = open("LSTM_model.save",'rb')
number_of_Thetabs = len( Memblck.__get_state__() )
loaded_param = []
for _ in range(number_of_Thetabs):
    loaded_param.append(cPickle.load(f))









    



Total number of parameters: 19



In [24]:

    
Memblck.__set_state__(*loaded_param)

Then you can go ahead and further train the model



In [29]:

    
Memblck.build_scan_over_t()
Memblck.build_J(lambda_learn)









    



Total number of parameters: 19 
Total number of parameters: 19 






    Out[29]:





Elemwise{add,no_inplace}.0



In [30]:

    
# be aware that this step may take more than a few seconds
Memblck.build_update(alpha=alpha_reg,beta=beta_mom)









    



Total number of parameters: 19



In [52]:

    
MAX_ITERS = 50
%time results_cost = Memblck.train_model_full( cleaned_obs_train, MAX_ITERS ) # MAX_ITERS=30
# CPU times: user 3h 29min 15s, sys: 44min 25s, total: 4h 13min 41s
# Wall time: 4h 13min 35s
# MAX_ITERS=50
# CPU times: user 5h 49min 19s, sys: 1h 16min 13s, total: 7h 5min 33s
# Wall time: 7h 5min 23s









    



theano.config.allow_gc =:  False
CPU times: user 5h 49min 19s, sys: 1h 16min 13s, total: 7h 5min 33s
Wall time: 7h 5min 23s



In [61]:

    
time.strftime( "%Y%m%d%H%M",time.gmtime())









    Out[61]:





'201702282350'



In [62]:

    
f = open('LSTM_model'+time.strftime('%Y%m%d%H%M',time.gmtime())+'.save' ,'wb')
for param in Memblck.__get_state__():
    cPickle.dump( param, f, protocol=cPickle.HIGHEST_PROTOCOL)
f.close()









    



Total number of parameters: 19

How to create a Pandas DataFrame from String

Convert a numpy.ndarray to string(or bytes) and convert it back to numpy.ndarray



In [13]:

    
import sys
print(sys.version_info[0])
if sys.version_info[0]<3:
    from StringIO import StringIO
else:
    from io import StringIO
# An in-memory stream for unicode text

Also, we can use the tostring and fromstring methods from numpy



In [22]:

    
loaded_param[0].tostring();



In [25]:

    
print(loaded_param[0].dtype)









    



float32



In [31]:

    
[weight.shape for weight in Memblck.__get_state__()]









    



Total number of parameters: 19 






    Out[31]:





[(110, 80),
 (80,),
 (50, 80),
 (80, 50),
 (50,),
 (110, 50),
 (50,),
 (50, 50),
 (50, 50),
 (110, 50),
 (50,),
 (50, 50),
 (50, 50),
 (110, 50),
 (50,),
 (50, 50),
 (50, 50),
 (50, 1),
 (1,)]

Extraneous copies of Python functions, code



In [28]:

    
def split_tseries(data_lst):
    X,y=list( zip(*data_lst) )
    X=list(X)
    y=list(y)
    return X,y



In [45]:

    
def calc_R( yhat,y):
    m = len(y)
    assert m == len(yhat)
    mu = sum([yvals.mean() for yvals in y])/m
#    R= sum( [(y[i]-yhat[i])**2/(y[i]-mu)**2 for i in range(m)] )
    R = [ np.power( (y[i]-yhat[i]),2).sum()/ np.power( (y[i]-mu),2).sum() for i in range(m)]
    R = sum(R)/m
    R = 1 - R
    R = np.sign(R) * np.sqrt( np.abs(R))
    return R

Playground



In [110]:

    
def spit_output(*args):
    a=args[0]
    b=args[1]
    print "This is a:",a
    print "This is b:",b
    return a,b



In [111]:

    
a1,b2=spit_output(*[3,55])









    



This is a: 3
This is b: 55



In [113]:

    
a1,b2=spit_output(5,22)









    



This is a: 5
This is b: 22



In [119]:

    
print(len( Memblck.LSTM_model._gates.g.Thetabs[0].__get_state__()['params'] ))
print(len( Memblck.LSTM_model._gates.g.Thetabs[1].__get_state__()['params'] ))
print(range(3));print(range(7))









    



3
2
[0, 1, 2]
[0, 1, 2, 3, 4, 5, 6]



In [123]:

    
print(len(Memblck.LSTM_model._gates));
print(len(Memblck.LSTM_model._gates[0].__get_state__()['params']))
Memblck.LSTM_model._gates[0]









    



4
5






    Out[123]:





<LSTM_Right.Feedforward_g_right at 0x7fd951dddbd0>



In [ ]:



In [23]:

    
loaded_param[0].tostring()









    Out[23]:





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In [26]:

    
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param1 = np.fromstring(ts,dtype=theano.config.floatX)



In [30]:

    
param1.reshape(110,80).shape









    Out[30]:





(110, 80)



In [32]:

    
loaded_param[-3].tostring()









    Out[32]:





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In [33]:

    
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paramm3 = np.fromstring(tsm3,theano.config.floatX)



In [37]:

    
print(paramm3.shape)
print(paramm3.reshape((50,50)).shape)
paramm3.reshape((50,50))









    



(2500,)
(50, 50)






    Out[37]:





array([[  2.52233724e-44,   2.33507400e-08,   2.52233724e-44, ...,
          9.56385231e-12,   1.26685518e-05,   4.96859984e-11],
       [  2.52233724e-44,   4.82255451e-11,   2.52233724e-44, ...,
          1.97517394e-14,   2.61640736e-08,   1.02614281e-13],
       [  2.52233724e-44,   3.11385318e-09,   2.52233724e-44, ...,
          1.27534702e-12,   1.68937413e-06,   6.62567830e-12],
       ..., 
       [  2.52233724e-44,   3.31086945e-08,   2.52233724e-44, ...,
          1.35605346e-11,   1.79624567e-05,   7.04494518e-11],
       [  2.52233724e-44,   1.63506719e-08,   2.52233724e-44, ...,
          6.69682582e-12,   8.87074930e-06,   3.47911942e-11],
       [ -2.52233724e-44,  -3.54800100e-08,   2.52233724e-44, ...,
         -1.45315886e-11,  -1.92491370e-05,  -7.54944926e-11]], dtype=float32)



In [27]:

    
Memblck.__get_state__()[2]









    



Total number of parameters: 19 






    Out[27]:





array([[  2.52233724e-44,  -2.52233724e-44,  -2.52233724e-44, ...,
          2.52233724e-44,   2.52233724e-44,  -3.80828835e-09],
       [  2.52233724e-44,   2.52233724e-44,   2.52233724e-44, ...,
         -2.52233724e-44,   2.52233724e-44,  -3.80828835e-09],
       [  2.52233724e-44,  -2.52233724e-44,   2.52233724e-44, ...,
          2.52233724e-44,   2.52233724e-44,  -3.80828835e-09],
       ..., 
       [  2.52233724e-44,   2.52233724e-44,   2.52233724e-44, ...,
         -2.52233724e-44,  -2.52233724e-44,  -3.80828835e-09],
       [  2.52233724e-44,   2.52233724e-44,  -2.52233724e-44, ...,
         -2.52233724e-44,  -2.52233724e-44,  -3.80828835e-09],
       [  2.52233724e-44,  -2.52233724e-44,  -2.52233724e-44, ...,
          2.52233724e-44,   2.52233724e-44,   3.80828835e-09]], dtype=float32)



In [51]:

    
[1,2,3]









    Out[51]:





[1, 2, 3]



In [53]:

    
pd.Dataframe









    



---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-53-3172f8ea6f27> in <module>()
----> 1 pd.Dataframe

AttributeError: 'module' object has no attribute 'Dataframe'



In [ ]:

	id	timestamp	derived_0	derived_1	derived_2	derived_3	derived_4	fundamental_0	fundamental_1	fundamental_2	...	technical_36	technical_37	technical_38	technical_39	technical_40	technical_41	technical_42	technical_43	technical_44	y
count	86246.000000	86246.000000	82946.000000	8.273400e+04	65897.000000	79714.000000	65472.000000	85245.000000	52994.000000	67080.000000	...	86214.000000	8.617800e+04	8.617800e+04	8.608700e+04	86214.000000	85930.000000	8.608700e+04	8.608700e+04	83168.000000	86246.000000
mean	1089.804976	768.986353	-0.337620	2.928802e+12	-0.369657	-0.283734	-0.077146	-0.001263	-0.032461	-0.174287	...	-0.056573	-1.128401e-01	-1.215678e-01	-9.838293e-02	0.068058	0.004546	-2.476770e-02	-7.713747e-01	0.000191	0.000235
std	633.683668	26.282748	18.288225	1.119510e+14	17.126638	13.742033	0.946136	0.266492	1.775605	3.361082	...	0.432223	2.746581e-01	2.767393e-01	2.559960e-01	0.306142	0.111926	1.901646e-01	9.396070e-01	0.031364	0.016204
min	0.000000	724.000000	-505.480621	-6.626774e-02	-800.364685	-1028.421143	-18.364044	-0.469985	-58.002731	-49.234299	...	-1.684077	-1.000000e+00	-1.000000e+00	-1.000000e+00	-0.457321	-0.444953	-1.000000e+00	-2.000000e+00	-0.106292	-0.086094
25%	542.000000	746.000000	-0.051800	-2.919330e-02	-0.060873	-0.134821	-0.127265	-0.191126	-0.175051	-0.226237	...	-0.268161	-3.894686e-03	-1.477495e-02	-1.068642e-03	-0.143311	-0.073135	-3.087161e-14	-1.999992e+00	-0.021578	-0.007393
50%	1090.000000	769.000000	0.043903	6.437163e-03	0.015760	0.012506	-0.007520	-0.026204	0.020613	-0.054855	...	-0.024910	-4.303226e-08	-6.466906e-09	-7.904232e-12	-0.010224	0.001104	-4.247640e-31	-1.184154e-02	0.000120	-0.000155
75%	1662.000000	792.000000	0.198591	1.250951e-01	0.202912	0.309584	0.095409	0.154450	0.161489	0.120475	...	0.169945	-5.368916e-19	-1.540634e-19	-3.327274e-23	0.208418	0.075601	0.000000e+00	-9.093837e-13	0.021121	0.007535
max	2156.000000	814.000000	400.364502	4.862839e+15	63.275314	35.819118	7.492327	0.905748	17.744707	76.771248	...	3.058554	0.000000e+00	-0.000000e+00	0.000000e+00	1.569265	0.504141	1.000000e+00	0.000000e+00	0.114493	0.093498