Mercurial > pylearn

annotate pylearn/sandbox/test_scan_inputs_groups.py @ 1531:88f361283a19 tip

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
Fix url/name to pylearn2.
author Frederic Bastien <nouiz@nouiz.org>
date Mon, 09 Sep 2013 10:08:05 -0400
parents d1a757d17e19
children
rev   line source
790
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
1 import sys, time, unittest, copy
769
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
2
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
3 import numpy,time
769
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
4 import numpy as N
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
5
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
6 from theano.tests import unittest_tools as utt
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
7
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
8 from theano import function, Mode
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
9 import theano.tensor as T
773
a25d2229a091 remove something that should not have been commited.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 772
diff changeset
10 from pylearn.sandbox.scan_inputs_groups import FillMissing
790
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
11 import theano.compile.mode as mode_module
906
d1a757d17e19 fix some import.
Frederic Bastien <nouiz@nouiz.org>
parents: 790
diff changeset
12 import theano
769
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
13
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
14 class TestFillMissing(unittest.TestCase):
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
15 def setUp(self):
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
16 utt.seed_rng()
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
17
790
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
18 #we need to desactivate the check for NaN value as we have them in input
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
19 #TODO: Make an option to don't check NaN value in input only, bug check in output.
906
d1a757d17e19 fix some import.
Frederic Bastien <nouiz@nouiz.org>
parents: 790
diff changeset
20 m=mode_module.get_default_mode()
d1a757d17e19 fix some import.
Frederic Bastien <nouiz@nouiz.org>
parents: 790
diff changeset
21 if isinstance(m,theano.compile.debugmode.DebugMode):
d1a757d17e19 fix some import.
Frederic Bastien <nouiz@nouiz.org>
parents: 790
diff changeset
22 m=copy.copy(m)
790
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
23 m.check_isfinite=False
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
24 self.mode = m
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
25
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
26 def test_vector(self):
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
27 print "test_vector"
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
28 n=100000
769
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
29 v=T.dvector()
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
30 def t(prob,val,fill):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
31 op=FillMissing(fill)(v)
790
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
32 f=function([v],op,mode=self.mode)
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
33 nb_missing=0
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
34 for i in range(n):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
35 if prob[i]<0.1:
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
36 nb_missing+=1
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
37 val[i]=N.nan
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
38 t=time.time()
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
39 out=f(val)
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
40 print "time %.3fs"%(time.time()-t)
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
41 for i in range(n):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
42 if N.isnan(val[i]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
43 if isinstance(fill,N.ndarray):
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
44 assert abs(out[0][i]-fill[i])<1e-6
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
45 else:
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
46 assert out[0][i]==fill
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
47 else:
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
48 assert out[0][i]==val[i]
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
49 assert out[1][i]==1
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
50
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
51 prob=N.random.random(n)
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
52 val=N.random.random(n)
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
53
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
54 fill=0
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
55 t(prob,val,fill)#test with fill a constant
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
56
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
57 fill=N.random.random(n)
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
58 t(prob,val,fill)#test with fill a vector
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
59
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
60 #TODO: test fill_with_array!
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
61 def test_matrix(self):
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
62 print "test_matrix"
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
63 shp=(100,10)
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
64 v=T.dmatrix()
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
65 def t(prob,val,fill):
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
66 op=FillMissing(fill)(v)
790
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
67 f=function([v],op,mode=self.mode)
769
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
68
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
69 nb_missing=0
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
70 for i in range(shp[0]):
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
71 for j in range(shp[1]):
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
72 if prob[i,j]<0.1:
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
73 nb_missing+=1
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
74 val[i,j]=N.nan
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
75 t=time.time()
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
76 out=f(val)
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
77 print "time %.3fs"%(time.time()-t)
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
78 for i in range(shp[0]):
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
79 for j in range(shp[1]):
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
80 if N.isnan(val[i,j]):
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
81 if isinstance(fill,N.ndarray):
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
82 assert abs(out[0][i,j]-fill[j])<1e-6
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
83 else:
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
84 assert out[0][i,j]==fill
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
85 else:
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
86 assert out[0][i,j]==val[i,j]
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
87 assert out[1][i,j]==1
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
88
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
89
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
90 prob=N.random.random(N.prod(shp)).reshape(shp)
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
91 val=N.random.random(shp)
769
0ff7ac3253b3 added test for FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents:
diff changeset
92
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
93 fill=0
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
94 t(prob,val,fill)#test with fill a constant
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
95
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
96 fill=N.random.random(shp[1])
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
97 t(prob,val,fill)#test with fill a vector
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
98
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
99 #TODO: test fill_with_array!
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
100 def test_matrix3d(self):
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
101 print "test_matrix3d"
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
102 shp=(10,100,100)
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
103 v= T.TensorType('float64', (False, False, False))()
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
104 op=FillMissing()(v)
790
d98117100166 fix FillMissing debug mode error. The error was caused by the fact that debug_mode generate an error by default for NaN value. We must disable this check for this op as we deal with NaN value.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 775
diff changeset
105 fct=function([v],op,mode=self.mode)
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
106
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
107 prob=N.random.random(N.prod(shp)).reshape(shp)
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
108 val=N.random.random(prob.shape)
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
109 nb_missing=0
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
110 for i in range(shp[0]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
111 for j in range(shp[1]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
112 for k in range(shp[2]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
113 if prob[i,j,k]<0.1:
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
114 nb_missing+=1
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
115 val[i,j,k]=N.nan
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
116 t=time.time()
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
117 out=fct(val)
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
118 print "time %.3fs"%(time.time()-t)
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
119 for i in range(shp[0]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
120 for j in range(shp[1]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
121 for k in range(shp[2]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
122 if N.isnan(val[i,j,k]):
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
123 assert out[0][i,j,k]==0
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
124 assert out[1][i,j,k]==0
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
125 else:
775
164a76c8346f test more case in FillMissing and print the time of the op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 773
diff changeset
126 assert out[0][i,j,k]==val[i,j,k]
772
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
127 assert out[1][i,j,k]==1
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
128
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
129 if __name__ == '__main__':
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
130 t = TestFillMissing("test_vector")
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
131 t.test_vector()
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
132 # from theano.tests import main
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
133 # main("test_sp")
33f46eee4a96 added more test for the FillMissing op.
Frederic Bastien <bastienf@iro.umontreal.ca>
parents: 769
diff changeset
134