xor_mlp.pkl

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S"elementwise addition\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
p942
sbsbsg48
g1
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g3
NtRp943
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g52
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I00
tp945
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsb(g1
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g3
NtRp946
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g32
S'auto_3623'
p948
sg34
I0
sg35
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sbsg20
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NtRp952
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g15
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asg35
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sbsbsg48
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NtRp961
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S'int64'
p963
sg56
g57
(S'i8'
I0
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S'<'
NNNI-1
I-1
I0
tbsg59
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sg20
Nsbsbg1
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NtRp965
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S'auto_3619'
p967
sg34
I0
sg35
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g1
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NtRp971
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asg35
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p974
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bsg187
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g965
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g1
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NtRp977
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S'i'
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sbsbsg48
g961
sbtp979
sg1
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g3
NtRp980
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g34
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Nsg153
g155
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S'auto_3615'
p983
sg35
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g38
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g42
S'mlp = MLP(2, 4, 2)'
tp988
a(g44
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g45
S'l2 = T.tanh(T.dot(l1,self.W1) + self.b1)'
tp989
aasbsg47
g1
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g3
NtRp990
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g15
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g916
asg153
g155
sg187
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asg35
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g1
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g935
g936
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S'Elemwise{tanh,no_inplace}'
p999
sg197
g198
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tp1001
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sg941
S"hyperbolic tangent of a\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
p1003
sbsbsg48
g1
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g3
NtRp1004
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I00
tp1006
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g55
sg56
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Nsbsb(g946
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(ctheano.tensor.var
TensorConstant
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g32
S'auto_3616'
p1011
sg34
Nsg35
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scratchpad
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S'unique_value'
p1014
Nsbsg20
Nsg48
g1
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g3
NtRp1015
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g52
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S'int64'
p1017
sg56
g964
sg59
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sg20
NsbsS'data'
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(I0
tS'b'
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S'\x01\x00\x00\x00\x00\x00\x00\x00'
tbsbg1
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g3
NtRp1020
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g32
S'auto_3617'
p1022
sg34
I0
sg35
(itheano.gof.utils
scratchpad
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Nsg47
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NtRp1026
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asg35
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NtRp1032
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sbsbsg48
g961
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NtRp1035
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g32
S'auto_3622'
p1037
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sg35
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NtRp1050
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g32
S'auto_3624'
p1052
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scratchpad
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NtRp1056
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asg35
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S'auto_3621'
p1067
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NtRp1071
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asg35
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tp1079
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NtRp1080
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S'auto_3620'
p1082
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S'auto_3618'
p1097
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NtRp1101
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asg35
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NtRp1107
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S'i'
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sg197
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tp1109
sg843
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tp1110
sg336
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tp1111
sg1
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g3
NtRp1112
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g34
I0
sg20
Nsg153
g155
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sg32
S'auto_3604'
p1115
sg35
(itheano.gof.utils
scratchpad
p1116
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g38
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g42
S'mlp = MLP(2, 4, 2)'
tp1120
a(g44
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S'l2 = T.tanh(T.dot(l1,self.W1) + self.b1)'
tp1121
aasbsg47
g1
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bsg191
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p1138
sg35
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scratchpad
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g42
S'mlp = MLP(2, 4, 2)'
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S'l1 = T.tanh(T.dot(l0,self.W0) + self.b0)'
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S'auto_3608'
p1164
sg35
(itheano.gof.utils
scratchpad
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I86
g42
S'mlp = MLP(2, 4, 2)'
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sg35
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g42
S'mlp = MLP(2, 4, 2)'
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S'l1 = T.tanh(T.dot(l0,self.W0) + self.b0)'
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aasbsg47
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(itheano.gof.utils
scratchpad
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S'mlp = MLP(2, 4, 2)'
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NtRp1504
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aasbsg20
Nsg47
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S'mlp = MLP(2, 4, 2)'
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aasbsg20
Nsg47
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NtRp1538
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NtRp1541
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S'mlp = MLP(2, 4, 2)'
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a(g44
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aasbsg20
Nsg47
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NtRp1550
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g198
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NtRp1558
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Nsbsbag1
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NtRp1561
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S'auto_1874'
p1563
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(itheano.gof.utils
scratchpad
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S'mlp = MLP(2, 4, 2)'
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a(g44
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S'(self.W0, self.W0-learning_rate*g_W0),'
tp1569
aasbsg20
Nsg47
g1
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NtRp1570
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g15
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S'mlp = MLP(2, 4, 2)'
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tp1581
aasbsg20
Nsg47
g1
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NtRp1582
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g15
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g1
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NtRp1585
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S'auto_1762'
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Nsg35
(itheano.gof.utils
scratchpad
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g1014
Nsbsg20
Nsg48
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NtRp1590
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g198
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a(S'/usr/local/lib/python2.7/dist-packages/theano/gradient.py'
p1615
I561
S'grad'
p1616
S'grad_dict, wrt, cost_name)'
tp1617
a(S'/usr/local/lib/python2.7/dist-packages/theano/gradient.py'
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I1324
S'_populate_grad_dict'
p1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp1620
a(S'/usr/local/lib/python2.7/dist-packages/theano/gradient.py'
p1621
I1311
S'access_grad_cache'
p1622
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp1623
a(S'/usr/local/lib/python2.7/dist-packages/theano/gradient.py'
p1624
I1311
S'<lambda>'
p1625
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp1626
aasbsg20
Nsg47
g1
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g3
NtRp1627
(dp1628
g15
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g1
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g3
NtRp1630
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S'auto_1863'
p1632
sg34
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sg35
(itheano.gof.utils
scratchpad
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g38
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(lp1636
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S'mlp = MLP(2, 4, 2)'
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a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp1638
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp1639
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp1640
a(g1621
I1311
g1622
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp1641
a(g1624
I1311
g1625
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp1642
aasbsg20
Nsg47
g1
(g162
g3
NtRp1643
(dp1644
g15
(lp1645
g1
(g221
g3
NtRp1646
(dp1647
g32
S'auto_1862'
p1648
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1649
(dp1650
g38
(lp1651
(lp1652
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I86
g42
S'mlp = MLP(2, 4, 2)'
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a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp1654
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp1655
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp1656
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1657
a(S'/usr/local/lib/python2.7/dist-packages/theano/gradient.py'
p1658
I1113
S'access_term_cache'
p1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1660
aasbsg20
Nsg47
g1
(g162
g3
NtRp1661
(dp1662
g15
(lp1663
g1
(g29
g3
NtRp1664
(dp1665
g32
S'auto_1861'
p1666
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1667
(dp1668
g38
(lp1669
(lp1670
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp1671
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp1672
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp1673
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp1674
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1675
a(g1658
I1065
g1659
S'new_output_grads.append(og.astype(o_dt))'
tp1676
aasbsg20
Nsg47
g1
(g162
g3
NtRp1677
(dp1678
g15
(lp1679
g1
(g29
g3
NtRp1680
(dp1681
g32
S'auto_1860'
p1682
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1683
(dp1684
g38
(lp1685
(lp1686
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp1687
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp1688
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp1689
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp1690
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1691
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1692
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1693
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1694
aasbsg20
Nsg47
g1
(g162
g3
NtRp1695
(dp1696
g15
(lp1697
g1
(g29
g3
NtRp1698
(dp1699
g32
S'auto_1839'
p1700
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1701
(dp1702
g38
(lp1703
(lp1704
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp1705
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp1706
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp1707
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp1708
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1709
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1710
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1711
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1712
aasbsg20
S'l0.T'
p1713
sg47
g1
(g162
g3
NtRp1714
(dp1715
g15
(lp1716
g30
asg35
(itheano.gof.utils
scratchpad
p1717
(dp1718
bsg187
(lp1719
g1698
asg193
g1
(g1178
g3
NtRp1720
(dp1721
g1181
(lp1722
sg252
(lp1723
I1
aI0
asg250
(lp1724
sg254
g53
sg1185
I00
sg256
(I1
I0
tp1725
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp1726
(dp1727
g52
(I00
I00
tp1728
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp1729
(dp1730
g32
S'auto_1859'
p1731
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1732
(dp1733
g38
(lp1734
(lp1735
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1736
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1737
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1738
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1739
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1740
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1741
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1742
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1743
aasbsg20
Nsg47
g1
(g162
g3
NtRp1744
(dp1745
g15
(lp1746
g1
(g29
g3
NtRp1747
(dp1748
g32
S'auto_1854'
p1749
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1750
(dp1751
g38
(lp1752
(lp1753
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1754
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1755
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1756
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1757
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1758
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1759
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1760
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1761
aasbsg20
Nsg47
g1
(g162
g3
NtRp1762
(dp1763
g15
(lp1764
g1
(g29
g3
NtRp1765
(dp1766
g32
S'auto_1852'
p1767
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1768
(dp1769
g38
(lp1770
(lp1771
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1772
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1773
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1774
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1775
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1776
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1777
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1778
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1779
aasbsg20
Nsg47
g1
(g162
g3
NtRp1780
(dp1781
g15
(lp1782
g1
(g29
g3
NtRp1783
(dp1784
g32
S'auto_1847'
p1785
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1786
(dp1787
g38
(lp1788
(lp1789
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1790
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1791
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1792
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1793
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1794
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1795
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1796
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1797
aasbsg20
Nsg47
g1
(g162
g3
NtRp1798
(dp1799
g15
(lp1800
g1
(g29
g3
NtRp1801
(dp1802
g32
S'auto_1843'
p1803
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1804
(dp1805
g38
(lp1806
(lp1807
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1808
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1809
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1810
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1811
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1812
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1813
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1814
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1815
aasbsg20
Nsg47
g1
(g162
g3
NtRp1816
(dp1817
g15
(lp1818
g1
(g29
g3
NtRp1819
(dp1820
g32
S'auto_1842'
p1821
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1822
(dp1823
g38
(lp1824
(lp1825
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1826
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1827
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1828
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1829
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1830
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp1831
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp1832
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp1833
aasbsg20
Nsg47
g1
(g162
g3
NtRp1834
(dp1835
g15
(lp1836
g1
(g29
g3
NtRp1837
(dp1838
g32
S'auto_1826'
p1839
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1840
(dp1841
g38
(lp1842
(lp1843
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp1844
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp1845
aasbsg20
Nsg47
g1
(g162
g3
NtRp1846
(dp1847
g15
(lp1848
g1
(g29
g3
NtRp1849
(dp1850
g32
S'auto_1824'
p1851
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1852
(dp1853
g38
(lp1854
(lp1855
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp1856
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp1857
aasbsg20
Nsg47
g1
(g162
g3
NtRp1858
(dp1859
g15
(lp1860
g1
(g29
g3
NtRp1861
(dp1862
g32
S'auto_1823'
p1863
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1864
(dp1865
g38
g986
sbsg20
Nsg47
g1
(g162
g3
NtRp1866
(dp1867
g15
(lp1868
g1
(g29
g3
NtRp1869
(dp1870
g32
S'auto_1822'
p1871
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1872
(dp1873
g38
g922
sbsg20
Nsg47
g1
(g162
g3
NtRp1874
(dp1875
g15
(lp1876
g1
(g29
g3
NtRp1877
(dp1878
g32
S'auto_1819'
p1879
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1880
(dp1881
g38
g470
sbsg20
Nsg47
g1
(g162
g3
NtRp1882
(dp1883
g15
(lp1884
g1
(g29
g3
NtRp1885
(dp1886
g32
S'auto_1817'
p1887
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1888
(dp1889
g38
g1246
sbsg20
Nsg47
g1
(g162
g3
NtRp1890
(dp1891
g15
(lp1892
g1
(g29
g3
NtRp1893
(dp1894
g32
S'auto_1816'
p1895
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1896
(dp1897
g38
g1224
sbsg20
Nsg47
g1
(g162
g3
NtRp1898
(dp1899
g15
(lp1900
g1
(g29
g3
NtRp1901
(dp1902
g32
S'auto_1813'
p1903
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1904
(dp1905
g38
g552
sbsg20
Nsg47
g1
(g162
g3
NtRp1906
(dp1907
g15
(lp1908
g30
ag1
(g29
g3
NtRp1909
(dp1910
g32
S'auto_1812'
p1911
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1912
(dp1913
g38
g173
sbsg20
Nsg47
g1
(g162
g3
NtRp1914
(dp1915
g15
(lp1916
g82
asg35
(itheano.gof.utils
scratchpad
p1917
(dp1918
bsg187
(lp1919
g1909
asg193
g195
sbsg48
g199
sbasg35
(itheano.gof.utils
scratchpad
p1920
(dp1921
bsg187
(lp1922
g1901
asg193
g482
sbsg48
g556
sbag1
(g29
g3
NtRp1923
(dp1924
g32
S'auto_1815'
p1925
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1926
(dp1927
g38
g1197
sbsg20
Nsg47
g1
(g162
g3
NtRp1928
(dp1929
g15
(lp1930
g1
(g29
g3
NtRp1931
(dp1932
g32
S'auto_1814'
p1933
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1934
(dp1935
g38
g1141
sbsg20
Nsg47
g1
(g162
g3
NtRp1936
(dp1937
g15
(lp1938
g104
asg35
(itheano.gof.utils
scratchpad
p1939
(dp1940
bsg187
(lp1941
g1931
asg193
g1152
sbsg48
g1154
sbasg35
(itheano.gof.utils
scratchpad
p1942
(dp1943
bsg187
(lp1944
g1923
asg193
g1208
sbsg48
g1213
sbasg35
(itheano.gof.utils
scratchpad
p1945
(dp1946
bsg187
(lp1947
g1893
asg193
g933
sbsg48
g1235
sbasg35
(itheano.gof.utils
scratchpad
p1948
(dp1949
bsg187
(lp1950
g1885
asg193
g997
sbsg48
g1257
sbag1
(g29
g3
NtRp1951
(dp1952
g32
S'auto_1818'
p1953
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1954
(dp1955
g38
g284
sbsg20
Nsg47
g1
(g162
g3
NtRp1956
(dp1957
g15
(lp1958
g124
asg35
(itheano.gof.utils
scratchpad
p1959
(dp1960
bsg187
(lp1961
g1951
asg193
g302
sbsg48
g304
sbasg35
(itheano.gof.utils
scratchpad
p1962
(dp1963
bsg187
(lp1964
g1877
asg193
g482
sbsg48
g474
sbag1
(g29
g3
NtRp1965
(dp1966
g32
S'auto_1821'
p1967
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1968
(dp1969
g38
g1167
sbsg20
Nsg47
g1
(g162
g3
NtRp1970
(dp1971
g15
(lp1972
g1
(g29
g3
NtRp1973
(dp1974
g32
S'auto_1820'
p1975
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p1976
(dp1977
g38
g1118
sbsg20
Nsg47
g1
(g162
g3
NtRp1978
(dp1979
g15
(lp1980
g144
asg35
(itheano.gof.utils
scratchpad
p1981
(dp1982
bsg187
(lp1983
g1973
asg193
g1129
sbsg48
g1131
sbasg35
(itheano.gof.utils
scratchpad
p1984
(dp1985
bsg187
(lp1986
g1965
asg193
g1179
sbsg48
g1186
sbasg35
(itheano.gof.utils
scratchpad
p1987
(dp1988
bsg187
(lp1989
g1869
asg193
g933
sbsg48
g943
sbasg35
(itheano.gof.utils
scratchpad
p1990
(dp1991
bsg187
(lp1992
g1861
asg193
g997
sbsg48
g1004
sbag1506
asg35
(itheano.gof.utils
scratchpad
p1993
(dp1994
bsg187
(lp1995
g1849
asg193
g1
(g381
g3
NtRp1996
(dp1997
g935
g936
sg384
g1
(ctheano.scalar.basic
Sub
p1998
g3
NtRp1999
(dp2000
g438
g439
sg197
g198
sg20
S'sub'
p2001
sbsg20
S'Elemwise{sub,no_inplace}'
p2002
sg197
g198
sg459
(dp2003
sg462
(S'subtract'
p2004
I2
I1
tp2005
sg463
(dp2006
sg465
I00
sg941
S"elementwise subtraction\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
p2007
sbsbsg48
g1
(g49
g3
NtRp2008
(dp2009
g52
(I00
I00
tp2010
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2011
(dp2012
g32
S'auto_1825'
p2013
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2014
(dp2015
g38
(lp2016
(lp2017
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2018
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2019
aasbsg20
Nsg47
g1
(g162
g3
NtRp2020
(dp2021
g15
(lp2022
g1
(g1008
g3
NtRp2023
(dp2024
g32
S'auto_826'
p2025
sg34
Nsg35
(itheano.gof.utils
scratchpad
p2026
(dp2027
g1014
Nsbsg20
NsS'cached'
p2028
I01
sg48
g1
(g49
g3
NtRp2029
(dp2030
g52
(tsg54
S'int8'
p2031
sg56
g57
(S'i1'
I0
I1
tRp2032
(I3
S'|'
NNNI-1
I-1
I0
tbsg59
I00
sg20
Nsbsg1018
g71
(g72
(I0
tS'b'
tRp2033
(I1
(tg2032
I00
S'\x02'
tbsbasg35
(itheano.gof.utils
scratchpad
p2034
(dp2035
bsg187
(lp2036
g2011
asg193
g1
(g1178
g3
NtRp2037
(dp2038
g1181
(lp2039
sg252
(lp2040
sg250
(lp2041
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp2042
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2043
(dp2044
g52
(I01
I01
tp2045
sg54
g2031
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2046
(dp2047
bsg187
(lp2048
g1837
asg193
g1
(g381
g3
NtRp2049
(dp2050
g935
g936
sg384
g1
(ctheano.scalar.basic
Pow
p2051
g3
NtRp2052
(dp2053
g438
g439
sg197
g198
sg20
S'pow'
p2054
sbsg20
S'Elemwise{pow,no_inplace}'
p2055
sg197
g198
sg459
(dp2056
sg462
(S'power'
I2
I1
tp2057
sg463
(dp2058
sg465
I00
sg941
S"elementwise power\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
p2059
sbsbsg48
g1
(g49
g3
NtRp2060
(dp2061
g52
(I00
I00
tp2062
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2063
(dp2064
g32
S'auto_1841'
p2065
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2066
(dp2067
g38
(lp2068
(lp2069
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2070
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2071
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2072
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2073
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2074
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2075
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2076
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2077
aasbsg20
Nsg47
g1
(g162
g3
NtRp2078
(dp2079
g15
(lp2080
g1
(g29
g3
NtRp2081
(dp2082
g32
S'auto_1840'
p2083
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2084
(dp2085
g38
(lp2086
(lp2087
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2088
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp2089
a(g1615
I473
g1616
S'g_cost = _float_ones_like(cost)'
tp2090
a(S'/usr/local/lib/python2.7/dist-packages/theano/gradient.py'
p2091
I1345
S'_float_ones_like'
p2092
S'rval = tensor.ones_like(x)'
tp2093
aasbsg20
Nsg47
g1
(g162
g3
NtRp2094
(dp2095
g15
(lp2096
g1
(g29
g3
NtRp2097
(dp2098
g32
S'auto_1836'
p2099
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2100
(dp2101
g38
(lp2102
(lp2103
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2104
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2105
aasbsg20
Nsg47
g1
(g162
g3
NtRp2106
(dp2107
g15
(lp2108
g1
(g29
g3
NtRp2109
(dp2110
g32
S'auto_1827'
p2111
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2112
(dp2113
g38
(lp2114
(lp2115
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2116
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2117
aasbsg20
Nsg47
g1
(g162
g3
NtRp2118
(dp2119
g15
(lp2120
g1837
asg35
(itheano.gof.utils
scratchpad
p2121
(dp2122
bsg187
(lp2123
g2109
asg193
g1
(ctheano.tensor.elemwise
Sum
p2124
g3
NtRp2125
(dp2126
S'acc_dtype'
p2127
g55
sg54
g55
sg197
g198
sg384
g436
sS'axis'
p2128
Nsbsbsg48
g1
(g49
g3
NtRp2129
(dp2130
g52
(tsg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2131
(dp2132
g32
S'auto_1835'
p2133
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2134
(dp2135
g38
(lp2136
(lp2137
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2138
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2139
aasbsg20
Nsg47
g1
(g162
g3
NtRp2140
(dp2141
g15
(lp2142
g1
(g1008
g3
NtRp2143
(dp2144
g32
S'auto_847'
p2145
sg34
Nsg35
(itheano.gof.utils
scratchpad
p2146
(dp2147
g1014
Nsbsg20
Nsg48
g1
(g49
g3
NtRp2148
(dp2149
g52
(tsg54
S'float32'
p2150
sg56
g74
sg59
I00
sg20
Nsbsg1018
g71
(g72
(I0
tS'b'
tRp2151
(I1
(tg74
I00
S'\n\xd7#<'
tbsbag1
(g29
g3
NtRp2152
(dp2153
g32
S'auto_1834'
p2154
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2155
(dp2156
g38
(lp2157
(lp2158
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2159
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2160
aasbsg20
Nsg47
g1
(g162
g3
NtRp2161
(dp2162
g15
(lp2163
g1
(g29
g3
NtRp2164
(dp2165
g32
S'auto_1830'
p2166
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2167
(dp2168
g38
(lp2169
(lp2170
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2171
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2172
aasbsg20
Nsg47
g1
(g162
g3
NtRp2173
(dp2174
g15
(lp2175
g1
(g29
g3
NtRp2176
(dp2177
g32
S'auto_1829'
p2178
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2179
(dp2180
g38
(lp2181
(lp2182
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2183
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2184
aasbsg20
Nsg47
g1
(g162
g3
NtRp2185
(dp2186
g15
(lp2187
g1
(g29
g3
NtRp2188
(dp2189
g32
S'auto_1828'
p2190
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2191
(dp2192
g38
(lp2193
(lp2194
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2195
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2196
aasbsg20
Nsg47
g1
(g162
g3
NtRp2197
(dp2198
g15
(lp2199
g82
asg35
(itheano.gof.utils
scratchpad
p2200
(dp2201
bsg187
(lp2202
g2188
asg193
g1
(g194
g3
NtRp2203
(dp2204
g197
g198
sbsbsg48
g1
(g49
g3
NtRp2205
(dp2206
g52
(I00
I00
tp2207
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2208
(dp2209
bsg187
(lp2210
g2176
asg193
g1
(g381
g3
NtRp2211
(dp2212
g935
g936
sg384
g1
(ctheano.scalar.basic
Abs
p2213
g3
NtRp2214
(dp2215
g438
ctheano.scalar.basic
same_out
p2216
sg197
g198
sg20
Nsbsg20
S'Elemwise{abs_,no_inplace}'
p2217
sg197
g198
sg459
(dp2218
sg462
(S'abs'
I1
I1
tp2219
sg463
(dp2220
sg465
I00
sg941
S"|`a`|\n\n    TensorVariable overloads the `TensorVariable.__abs__` operator so that\n    this function is called when you type abs(a).\n\n    \n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
p2221
sbsbsg48
g1
(g49
g3
NtRp2222
(dp2223
g52
(I00
I00
tp2224
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2225
(dp2226
bsg187
(lp2227
g2164
asg193
g1
(g2124
g3
NtRp2228
(dp2229
g2127
g55
sg54
g202
sg197
g198
sg384
g436
sg2128
Nsbsbsg48
g1
(g49
g3
NtRp2230
(dp2231
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2232
(dp2233
g32
S'auto_1833'
p2234
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2235
(dp2236
g38
(lp2237
(lp2238
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2239
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2240
aasbsg20
Nsg47
g1
(g162
g3
NtRp2241
(dp2242
g15
(lp2243
g1
(g29
g3
NtRp2244
(dp2245
g32
S'auto_1832'
p2246
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2247
(dp2248
g38
(lp2249
(lp2250
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2251
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2252
aasbsg20
Nsg47
g1
(g162
g3
NtRp2253
(dp2254
g15
(lp2255
g1
(g29
g3
NtRp2256
(dp2257
g32
S'auto_1831'
p2258
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2259
(dp2260
g38
(lp2261
(lp2262
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2263
a(g44
I39
g45
S'err = T.sum((l2-y)**2) + 0.01*(abs(self.W0).sum() + abs(self.W1).sum())'
tp2264
aasbsg20
Nsg47
g1
(g162
g3
NtRp2265
(dp2266
g15
(lp2267
g124
asg35
(itheano.gof.utils
scratchpad
p2268
(dp2269
bsg187
(lp2270
g2256
asg193
g1
(g194
g3
NtRp2271
(dp2272
g197
g198
sbsbsg48
g1
(g49
g3
NtRp2273
(dp2274
g52
(I00
I00
tp2275
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2276
(dp2277
bsg187
(lp2278
g2244
asg193
g2211
sbsg48
g1
(g49
g3
NtRp2279
(dp2280
g52
(I00
I00
tp2281
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2282
(dp2283
bsg187
(lp2284
g2232
asg193
g1
(g2124
g3
NtRp2285
(dp2286
g2127
g55
sg54
g202
sg197
g198
sg384
g436
sg2128
Nsbsbsg48
g1
(g49
g3
NtRp2287
(dp2288
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2289
(dp2290
bsg187
(lp2291
g2152
asg193
g933
sbsg48
g1
(g49
g3
NtRp2292
(dp2293
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2294
(dp2295
bsg187
(lp2296
g2131
asg193
g1
(g381
g3
NtRp2297
(dp2298
g935
g936
sg384
g1
(ctheano.scalar.basic
Mul
p2299
g3
NtRp2300
(dp2301
g438
g439
sg197
g198
sg20
S'mul'
p2302
sbsg20
S'Elemwise{mul,no_inplace}'
p2303
sg197
g198
sg459
(dp2304
sg462
(S'multiply'
p2305
I2
I1
tp2306
sg463
(dp2307
sg465
I00
sg941
S"elementwise multiplication\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
p2308
sbsbsg48
g1
(g49
g3
NtRp2309
(dp2310
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2311
(dp2312
bsg187
(lp2313
g2097
asg193
g933
sbsg48
g1
(g49
g3
NtRp2314
(dp2315
g52
(tsg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g1008
g3
NtRp2316
(dp2317
g32
S'auto_856'
p2318
sg34
Nsg35
(itheano.gof.utils
scratchpad
p2319
(dp2320
g1014
Nsbsg20
Nsg2028
I01
sg48
g1
(g49
g3
NtRp2321
(dp2322
g52
(tsg54
S'float64'
p2323
sg56
g58
sg59
I00
sg20
Nsbsg1018
g71
(g72
(I0
tS'b'
tRp2324
(I1
(tg58
I00
S'\x00\x00\x00\x00\x00\x00\xf0?'
tbsbasg35
(itheano.gof.utils
scratchpad
p2325
(dp2326
bsg187
(lp2327
g2081
asg193
g1
(g381
g3
NtRp2328
(dp2329
g935
g936
sg384
g1
(ctheano.scalar.basic
Second
p2330
g3
NtRp2331
(dp2332
g438
g1
(g453
g3
NtRp2333
(dp2334
g456
(I1
tp2335
sbsg197
g198
sg20
S'second'
p2336
sbsg20
S'Elemwise{second,no_inplace}'
p2337
sg197
g198
sg459
(dp2338
sg462
Nsg463
(dp2339
sg465
I00
sg941
S"Create a matrix by filling the shape of a with b\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
p2340
sbsbsg48
g1
(g49
g3
NtRp2341
(dp2342
g52
(tsg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2343
(dp2344
bsg187
(lp2345
g2063
asg193
g1
(g1178
g3
NtRp2346
(dp2347
g1181
(lp2348
sg252
(lp2349
sg250
(lp2350
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp2351
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2352
(dp2353
g52
(I01
I01
tp2354
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2355
(dp2356
bsg187
(lp2357
g1819
asg193
g1
(g381
g3
NtRp2358
(dp2359
g20
Nsg384
g2331
sg459
(dp2360
sg462
Nsg463
(dp2361
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2362
(dp2363
g52
(I00
I00
tp2364
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag2011
asg35
(itheano.gof.utils
scratchpad
p2365
(dp2366
bsg187
(lp2367
g1801
asg193
g1
(g381
g3
NtRp2368
(dp2369
g20
Nsg384
g2300
sg459
(dp2370
sg462
g2306
sg463
(dp2371
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2372
(dp2373
g52
(I00
I00
tp2374
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2375
(dp2376
g32
S'auto_1846'
p2377
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2378
(dp2379
g38
(lp2380
(lp2381
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2382
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2383
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2384
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2385
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2386
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2387
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2388
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2389
aasbsg20
Nsg47
g1
(g162
g3
NtRp2390
(dp2391
g15
(lp2392
g1849
ag1
(g29
g3
NtRp2393
(dp2394
g32
S'auto_1845'
p2395
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2396
(dp2397
g38
(lp2398
(lp2399
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2400
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2401
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2402
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2403
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2404
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2405
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2406
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2407
aasbsg20
Nsg47
g1
(g162
g3
NtRp2408
(dp2409
g15
(lp2410
g2011
ag1
(g29
g3
NtRp2411
(dp2412
g32
S'auto_1844'
p2413
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2414
(dp2415
g38
(lp2416
(lp2417
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2418
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2419
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2420
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2421
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2422
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2423
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2424
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2425
aasbsg20
Nsg47
g1
(g162
g3
NtRp2426
(dp2427
g15
(lp2428
g1
(g1008
g3
NtRp2429
(dp2430
g32
S'auto_906'
p2431
sg34
Nsg35
(itheano.gof.utils
scratchpad
p2432
(dp2433
g1014
Nsbsg20
Nsg2028
I01
sg48
g1
(g49
g3
NtRp2434
(dp2435
g52
(tsg54
S'int8'
p2436
sg56
g2032
sg59
I00
sg20
Nsbsg1018
g71
(g72
(I0
tS'b'
tRp2437
(I1
(tg2032
I00
S'\x01'
tbsbasg35
(itheano.gof.utils
scratchpad
p2438
(dp2439
bsg187
(lp2440
g2411
asg193
g1
(g1178
g3
NtRp2441
(dp2442
g1181
(lp2443
sg252
(lp2444
sg250
(lp2445
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp2446
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2447
(dp2448
g52
(I01
I01
tp2449
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2450
(dp2451
bsg187
(lp2452
g2393
asg193
g1
(g381
g3
NtRp2453
(dp2454
g20
Nsg384
g1999
sg459
(dp2455
sg462
g2005
sg463
(dp2456
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2457
(dp2458
g52
(I01
I01
tp2459
sg54
S'int8'
p2460
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2461
(dp2462
bsg187
(lp2463
g2375
asg193
g1
(g381
g3
NtRp2464
(dp2465
g20
Nsg384
g2052
sg459
(dp2466
sg462
g2057
sg463
(dp2467
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2468
(dp2469
g52
(I00
I00
tp2470
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2471
(dp2472
bsg187
(lp2473
g1783
asg193
g1
(g381
g3
NtRp2474
(dp2475
g20
Nsg384
g2300
sg459
(dp2476
sg462
g2306
sg463
(dp2477
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2478
(dp2479
g52
(I00
I00
tp2480
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2481
(dp2482
g32
S'auto_1851'
p2483
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2484
(dp2485
g38
(lp2486
(lp2487
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2488
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2489
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2490
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2491
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2492
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2493
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2494
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2495
aasbsg20
Nsg47
g1
(g162
g3
NtRp2496
(dp2497
g15
(lp2498
g1
(g29
g3
NtRp2499
(dp2500
g32
S'auto_1848'
p2501
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2502
(dp2503
g38
(lp2504
(lp2505
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2506
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2507
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2508
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2509
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2510
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2511
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2512
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2513
aasbsg20
Nsg47
g1
(g162
g3
NtRp2514
(dp2515
g15
(lp2516
g2429
asg35
(itheano.gof.utils
scratchpad
p2517
(dp2518
bsg187
(lp2519
g2499
asg193
g1
(g1178
g3
NtRp2520
(dp2521
g1181
(lp2522
sg252
(lp2523
sg250
(lp2524
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp2525
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2526
(dp2527
g52
(I01
I01
tp2528
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2529
(dp2530
g32
S'auto_1850'
p2531
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2532
(dp2533
g38
(lp2534
(lp2535
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2536
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2537
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2538
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2539
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2540
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2541
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2542
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2543
aasbsg20
Nsg47
g1
(g162
g3
NtRp2544
(dp2545
g15
(lp2546
g1
(g29
g3
NtRp2547
(dp2548
g32
S'auto_1849'
p2549
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2550
(dp2551
g38
(lp2552
(lp2553
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2554
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2555
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2556
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2557
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2558
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2559
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2560
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2561
aasbsg20
Nsg47
g1
(g162
g3
NtRp2562
(dp2563
g15
(lp2564
g1869
asg35
(itheano.gof.utils
scratchpad
p2565
(dp2566
bsg187
(lp2567
g2547
asg193
g1
(g381
g3
NtRp2568
(dp2569
g20
Nsg384
g445
sg459
(dp2570
sg462
g1001
sg463
(dp2571
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2572
(dp2573
g52
(I00
I00
tp2574
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2575
(dp2576
bsg187
(lp2577
g2529
asg193
g1
(g381
g3
NtRp2578
(dp2579
g20
Nsg384
g1
(ctheano.scalar.basic
Sqr
p2580
g3
NtRp2581
(dp2582
g438
g2216
sg197
g198
sg20
S'sqr'
p2583
sbsg459
(dp2584
sg462
(S'square'
p2585
I1
I1
tp2586
sg463
(dp2587
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2588
(dp2589
g52
(I00
I00
tp2590
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2591
(dp2592
bsg187
(lp2593
g2481
asg193
g1
(g381
g3
NtRp2594
(dp2595
g20
Nsg384
g1999
sg459
(dp2596
sg462
g2005
sg463
(dp2597
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2598
(dp2599
g52
(I00
I00
tp2600
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2601
(dp2602
bsg187
(lp2603
g1765
asg193
g1
(g381
g3
NtRp2604
(dp2605
g20
Nsg384
g2300
sg459
(dp2606
sg462
g2306
sg463
(dp2607
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2608
(dp2609
g52
(I00
I00
tp2610
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2611
(dp2612
g32
S'auto_1853'
p2613
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2614
(dp2615
g38
(lp2616
(lp2617
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2618
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2619
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2620
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2621
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2622
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2623
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2624
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2625
aasbsg20
Nsg47
g1
(g162
g3
NtRp2626
(dp2627
g15
(lp2628
g1951
asg35
(itheano.gof.utils
scratchpad
p2629
(dp2630
bsg187
(lp2631
g2611
asg193
g1
(g1178
g3
NtRp2632
(dp2633
g1181
(lp2634
sg252
(lp2635
I1
aI0
asg250
(lp2636
sg254
g306
sg1185
I00
sg256
(I1
I0
tp2637
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2638
(dp2639
g52
(I00
I00
tp2640
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2641
(dp2642
bsg187
(lp2643
g1747
asg193
g482
sbsg48
g1
(g49
g3
NtRp2644
(dp2645
g52
(I00
I00
tp2646
sg54
S'float64'
p2647
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2648
(dp2649
g32
S'auto_1858'
p2650
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2651
(dp2652
g38
(lp2653
(lp2654
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2655
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2656
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2657
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2658
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2659
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2660
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2661
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2662
aasbsg20
Nsg47
g1
(g162
g3
NtRp2663
(dp2664
g15
(lp2665
g1
(g29
g3
NtRp2666
(dp2667
g32
S'auto_1855'
p2668
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2669
(dp2670
g38
(lp2671
(lp2672
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2673
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2674
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2675
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2676
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2677
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2678
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2679
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2680
aasbsg20
Nsg47
g1
(g162
g3
NtRp2681
(dp2682
g15
(lp2683
g2429
asg35
(itheano.gof.utils
scratchpad
p2684
(dp2685
bsg187
(lp2686
g2666
asg193
g1
(g1178
g3
NtRp2687
(dp2688
g1181
(lp2689
sg252
(lp2690
sg250
(lp2691
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp2692
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2693
(dp2694
g52
(I01
I01
tp2695
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2696
(dp2697
g32
S'auto_1857'
p2698
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2699
(dp2700
g38
(lp2701
(lp2702
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2703
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2704
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2705
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2706
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2707
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2708
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2709
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2710
aasbsg20
Nsg47
g1
(g162
g3
NtRp2711
(dp2712
g15
(lp2713
g1
(g29
g3
NtRp2714
(dp2715
g32
S'auto_1856'
p2716
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2717
(dp2718
g38
(lp2719
(lp2720
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2721
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2722
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2723
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2724
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2725
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2726
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2727
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2728
aasbsg20
Nsg47
g1
(g162
g3
NtRp2729
(dp2730
g15
(lp2731
g1893
asg35
(itheano.gof.utils
scratchpad
p2732
(dp2733
bsg187
(lp2734
g2714
asg193
g1
(g381
g3
NtRp2735
(dp2736
g20
Nsg384
g445
sg459
(dp2737
sg462
g1001
sg463
(dp2738
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2739
(dp2740
g52
(I00
I00
tp2741
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2742
(dp2743
bsg187
(lp2744
g2696
asg193
g1
(g381
g3
NtRp2745
(dp2746
g20
Nsg384
g2581
sg459
(dp2747
sg462
g2586
sg463
(dp2748
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2749
(dp2750
g52
(I00
I00
tp2751
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2752
(dp2753
bsg187
(lp2754
g2648
asg193
g1
(g381
g3
NtRp2755
(dp2756
g20
Nsg384
g1999
sg459
(dp2757
sg462
g2005
sg463
(dp2758
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2759
(dp2760
g52
(I00
I00
tp2761
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2762
(dp2763
bsg187
(lp2764
g1729
asg193
g1
(g381
g3
NtRp2765
(dp2766
g20
Nsg384
g2300
sg459
(dp2767
sg462
g2306
sg463
(dp2768
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2769
(dp2770
g52
(I00
I00
tp2771
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2772
(dp2773
bsg187
(lp2774
g1680
asg193
g482
sbsg48
g1
(g49
g3
NtRp2775
(dp2776
g52
(I00
I00
tp2777
sg54
S'float64'
p2778
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2779
(dp2780
bsg187
(lp2781
g1664
asg193
g1
(g381
g3
NtRp2782
(dp2783
g935
S'tensor.basic'
p2784
sg20
Nsg384
g1
(ctheano.scalar.basic
Cast
p2785
g3
NtRp2786
(dp2787
g438
g1
(ctheano.scalar.basic
specific_out
p2788
g3
NtRp2789
(dp2790
S'spec'
p2791
(g403
tp2792
sbsg197
g198
sS'o_type'
p2793
g403
sg20
S'convert_to_float32'
p2794
sS'ctor'
p2795
cnumpy
float32
p2796
sbsg459
(dp2797
sg462
Nsg463
(dp2798
sS'__oplist_tags'
p2799
(lp2800
S'casting'
p2801
asg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2802
(dp2803
g52
(I00
I00
tp2804
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2805
(dp2806
bsg187
(lp2807
g1646
asg193
g1
(ctheano.sandbox.cuda.basic_ops
GpuFromHost
p2808
g3
NtRp2809
(dp2810
g197
g198
sbsbsg48
g1
(g77
g3
NtRp2811
(dp2812
g52
(I00
I00
tp2813
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2814
(dp2815
bsg187
(lp2816
g1630
asg193
g1
(g194
g3
NtRp2817
(dp2818
g197
g198
sbsbsg48
g1
(g49
g3
NtRp2819
(dp2820
g52
(I00
I00
tp2821
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp2822
(dp2823
g32
S'auto_1872'
p2824
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2825
(dp2826
g38
(lp2827
(lp2828
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2829
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp2830
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp2831
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp2832
a(g1621
I1311
g1622
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp2833
a(g1624
I1311
g1625
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp2834
aasbsg20
Nsg47
g1
(g162
g3
NtRp2835
(dp2836
g15
(lp2837
g1
(g221
g3
NtRp2838
(dp2839
g32
S'auto_1871'
p2840
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2841
(dp2842
g38
(lp2843
(lp2844
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2845
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp2846
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp2847
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp2848
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2849
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2850
aasbsg20
Nsg47
g1
(g162
g3
NtRp2851
(dp2852
g15
(lp2853
g1
(g29
g3
NtRp2854
(dp2855
g32
S'auto_1870'
p2856
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2857
(dp2858
g38
(lp2859
(lp2860
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2861
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp2862
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp2863
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp2864
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2865
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2866
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2867
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2868
aasbsg20
Nsg47
g1
(g162
g3
NtRp2869
(dp2870
g15
(lp2871
g1
(g29
g3
NtRp2872
(dp2873
g32
S'auto_1868'
p2874
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2875
(dp2876
g38
(lp2877
(lp2878
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp2879
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp2880
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp2881
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp2882
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2883
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2884
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2885
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2886
aasbsg20
Nsg47
g1
(g162
g3
NtRp2887
(dp2888
g15
(lp2889
g1
(g29
g3
NtRp2890
(dp2891
g32
S'auto_1867'
p2892
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2893
(dp2894
g38
(lp2895
(lp2896
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp2897
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp2898
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2899
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2900
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2901
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2902
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2903
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2904
aasbsg20
Nsg47
g1
(g162
g3
NtRp2905
(dp2906
g15
(lp2907
g2176
ag1
(g29
g3
NtRp2908
(dp2909
g32
S'auto_1866'
p2910
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2911
(dp2912
g38
(lp2913
(lp2914
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp2915
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp2916
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2917
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2918
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2919
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2920
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2921
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2922
aasbsg20
Nsg47
g1
(g162
g3
NtRp2923
(dp2924
g15
(lp2925
g1
(g29
g3
NtRp2926
(dp2927
g32
S'auto_1865'
p2928
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2929
(dp2930
g38
(lp2931
(lp2932
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2933
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2934
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2935
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2936
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2937
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2938
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2939
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp2940
aasbsg20
Nsg47
g1
(g162
g3
NtRp2941
(dp2942
g15
(lp2943
g1
(g29
g3
NtRp2944
(dp2945
g32
S'auto_1864'
p2946
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p2947
(dp2948
g38
(lp2949
(lp2950
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2951
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2952
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2953
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2954
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2955
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp2956
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp2957
a(g1658
I1065
g1659
S'new_output_grads.append(og.astype(o_dt))'
tp2958
aasbsg20
Nsg47
g1
(g162
g3
NtRp2959
(dp2960
g15
(lp2961
g2081
asg35
(itheano.gof.utils
scratchpad
p2962
(dp2963
bsg187
(lp2964
g2944
asg193
g2782
sbsg48
g1
(g49
g3
NtRp2965
(dp2966
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag2143
asg35
(itheano.gof.utils
scratchpad
p2967
(dp2968
bsg187
(lp2969
g2926
asg193
g1
(g381
g3
NtRp2970
(dp2971
g20
Nsg384
g2300
sg459
(dp2972
sg462
g2306
sg463
(dp2973
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2974
(dp2975
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2976
(dp2977
bsg187
(lp2978
g2908
asg193
g1
(g1178
g3
NtRp2979
(dp2980
g1181
(lp2981
sg252
(lp2982
sg250
(lp2983
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp2984
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2985
(dp2986
g52
(I01
I01
tp2987
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p2988
(dp2989
bsg187
(lp2990
g2890
asg193
g1
(g381
g3
NtRp2991
(dp2992
g20
Nsg384
g2331
sg459
(dp2993
sg462
Nsg463
(dp2994
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp2995
(dp2996
g52
(I00
I00
tp2997
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag2188
asg35
(itheano.gof.utils
scratchpad
p2998
(dp2999
bsg187
(lp3000
g2872
asg193
g1
(g381
g3
NtRp3001
(dp3002
g20
Nsg384
g2300
sg459
(dp3003
sg462
g2306
sg463
(dp3004
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3005
(dp3006
g52
(I00
I00
tp3007
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3008
(dp3009
g32
S'auto_1869'
p3010
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3011
(dp3012
g38
(lp3013
(lp3014
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3015
a(g44
I41
g45
S'g_W0 = T.grad(err, self.W0)'
tp3016
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp3017
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp3018
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3019
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3020
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3021
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3022
aasbsg20
Nsg47
g1
(g162
g3
NtRp3023
(dp3024
g15
(lp3025
g2188
asg35
(itheano.gof.utils
scratchpad
p3026
(dp3027
bsg187
(lp3028
g3008
asg193
g1
(g381
g3
NtRp3029
(dp3030
g20
Nsg384
g2214
sg459
(dp3031
sg462
g2219
sg463
(dp3032
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3033
(dp3034
g52
(I00
I00
tp3035
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3036
(dp3037
bsg187
(lp3038
g2854
asg193
g1
(g381
g3
NtRp3039
(dp3040
g20
Nsg384
g1
(ctheano.scalar.basic
TrueDiv
p3041
g3
NtRp3042
(dp3043
g438
g439
sg197
g198
sg20
S'true_div'
p3044
sbsg459
(dp3045
sg462
(S'true_divide'
p3046
I2
I1
tp3047
sg463
(dp3048
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3049
(dp3050
g52
(I00
I00
tp3051
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3052
(dp3053
bsg187
(lp3054
g2838
asg193
g2809
sbsg48
g1
(g77
g3
NtRp3055
(dp3056
g52
(I00
I00
tp3057
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3058
(dp3059
bsg187
(lp3060
g2822
asg193
g1
(g194
g3
NtRp3061
(dp3062
g197
g198
sbsbsg48
g1
(g49
g3
NtRp3063
(dp3064
g52
(I00
I00
tp3065
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3066
(dp3067
bsg187
(lp3068
g1606
asg193
g933
sbsg48
g1
(g49
g3
NtRp3069
(dp3070
g52
(I00
I00
tp3071
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3072
(dp3073
bsg187
(lp3074
g1561
asg193
g2297
sbsg48
g1
(g49
g3
NtRp3075
(dp3076
g52
(I00
I00
tp3077
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3078
(dp3079
bsg187
(lp3080
g1529
asg193
g1996
sbsg48
g1
(g49
g3
NtRp3081
(dp3082
g52
(I00
I00
tp3083
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3084
(dp3085
bsg187
(lp3086
g1517
asg193
g1
(g2808
g3
NtRp3087
(dp3088
g197
g198
sbsbsg48
g1
(g77
g3
NtRp3089
(dp3090
g52
(I00
I00
tp3091
sg20
Nsbsbsg23
g66
sg24
I01
sg25
I00
sg26
I01
sg27
I01
sg28
g82
sg60
I01
sg61
Nsbag1
(g17
g3
NtRp3092
(dp3093
g20
g95
sg22
g1
(g221
g3
NtRp3094
(dp3095
g32
S'auto_1941'
p3096
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3097
(dp3098
g38
(lp3099
(lp3100
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3101
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp3102
aasbsg20
Nsg47
g1
(g162
g3
NtRp3103
(dp3104
g15
(lp3105
g1
(g29
g3
NtRp3106
(dp3107
g32
S'auto_1940'
p3108
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3109
(dp3110
g38
(lp3111
(lp3112
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3113
a(g44
I48
g45
S'(self.b0, self.b0-learning_rate*g_b0),'
tp3114
aasbsg20
Nsg47
g1
(g162
g3
NtRp3115
(dp3116
g15
(lp3117
g1
(g29
g3
NtRp3118
(dp3119
g32
S'auto_1910'
p3120
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3121
(dp3122
g38
(lp3123
(lp3124
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3125
a(g44
I48
g45
S'(self.b0, self.b0-learning_rate*g_b0),'
tp3126
aasbsg20
Nsg47
g1
(g162
g3
NtRp3127
(dp3128
g15
(lp3129
g104
asg35
(itheano.gof.utils
scratchpad
p3130
(dp3131
bsg187
(lp3132
g3118
asg193
g1
(g194
g3
NtRp3133
(dp3134
g197
g198
sbsbsg48
g1
(g49
g3
NtRp3135
(dp3136
g52
(I00
tp3137
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3138
(dp3139
g32
S'auto_1939'
p3140
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3141
(dp3142
g38
(lp3143
(lp3144
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3145
a(g44
I48
g45
S'(self.b0, self.b0-learning_rate*g_b0),'
tp3146
aasbsg20
Nsg47
g1
(g162
g3
NtRp3147
(dp3148
g15
(lp3149
g1
(g29
g3
NtRp3150
(dp3151
g32
S'auto_1911'
p3152
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3153
(dp3154
g38
(lp3155
(lp3156
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3157
a(g44
I48
g45
S'(self.b0, self.b0-learning_rate*g_b0),'
tp3158
aasbsg20
Nsg47
g1
(g162
g3
NtRp3159
(dp3160
g15
(lp3161
g1
(g1008
g3
NtRp3162
(dp3163
g32
S'auto_1784'
p3164
sg34
Nsg35
(itheano.gof.utils
scratchpad
p3165
(dp3166
g1014
Nsbsg20
Nsg48
g1
(g49
g3
NtRp3167
(dp3168
g52
(tsg54
S'float32'
p3169
sg56
g74
sg59
I00
sg20
Nsbsg1018
g71
(g72
(I0
tS'b'
tRp3170
(I1
(tg74
I00
S'\x00\x00\x80>'
tbsbasg35
(itheano.gof.utils
scratchpad
p3171
(dp3172
bsg187
(lp3173
g3150
asg193
g1
(g1178
g3
NtRp3174
(dp3175
g1181
(lp3176
sg252
(lp3177
sg250
(lp3178
I0
asg254
(tsg1185
I00
sg256
(S'x'
tp3179
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3180
(dp3181
g52
(I01
tp3182
sg54
g3169
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3183
(dp3184
g32
S'auto_1938'
p3185
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3186
(dp3187
g38
(lp3188
(lp3189
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3190
a(g44
I48
g45
S'(self.b0, self.b0-learning_rate*g_b0),'
tp3191
aasbsg20
Nsg47
g1
(g162
g3
NtRp3192
(dp3193
g15
(lp3194
g1
(g221
g3
NtRp3195
(dp3196
g32
S'auto_1937'
p3197
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3198
(dp3199
g38
(lp3200
(lp3201
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3202
a(g44
I43
g45
S'g_b0 = T.grad(err, self.b0)'
tp3203
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp3204
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp3205
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3206
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3207
aasbsg20
Nsg47
g1
(g162
g3
NtRp3208
(dp3209
g15
(lp3210
g1
(g29
g3
NtRp3211
(dp3212
g32
S'auto_1936'
p3213
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3214
(dp3215
g38
(lp3216
(lp3217
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3218
a(g44
I43
g45
S'g_b0 = T.grad(err, self.b0)'
tp3219
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp3220
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp3221
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3222
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3223
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3224
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3225
aasbsg20
Nsg47
g1
(g162
g3
NtRp3226
(dp3227
g15
(lp3228
g1
(g29
g3
NtRp3229
(dp3230
g32
S'auto_1935'
p3231
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3232
(dp3233
g38
(lp3234
(lp3235
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3236
a(g44
I43
g45
S'g_b0 = T.grad(err, self.b0)'
tp3237
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp3238
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp3239
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3240
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3241
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3242
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3243
aasbsg20
Nsg47
g1
(g162
g3
NtRp3244
(dp3245
g15
(lp3246
g1
(g29
g3
NtRp3247
(dp3248
g32
S'auto_1934'
p3249
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3250
(dp3251
g38
(lp3252
(lp3253
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3254
a(g44
I43
g45
S'g_b0 = T.grad(err, self.b0)'
tp3255
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp3256
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp3257
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3258
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3259
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3260
a(g1658
I1065
g1659
S'new_output_grads.append(og.astype(o_dt))'
tp3261
aasbsg20
Nsg47
g1
(g162
g3
NtRp3262
(dp3263
g15
(lp3264
g1
(g29
g3
NtRp3265
(dp3266
g32
S'auto_1933'
p3267
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3268
(dp3269
g38
(lp3270
(lp3271
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp3272
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp3273
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3274
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3275
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3276
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3277
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3278
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3279
aasbsg20
Nsg47
g1
(g162
g3
NtRp3280
(dp3281
g15
(lp3282
g1
(g29
g3
NtRp3283
(dp3284
g32
S'auto_1932'
p3285
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3286
(dp3287
g38
(lp3288
(lp3289
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp3290
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp3291
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3292
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3293
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3294
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3295
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3296
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3297
aasbsg20
Nsg47
g1
(g162
g3
NtRp3298
(dp3299
g15
(lp3300
g1
(g29
g3
NtRp3301
(dp3302
g32
S'auto_1931'
p3303
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3304
(dp3305
g38
(lp3306
(lp3307
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3308
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3309
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3310
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3311
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3312
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3313
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3314
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3315
aasbsg20
Nsg47
g1
(g162
g3
NtRp3316
(dp3317
g15
(lp3318
g1
(g29
g3
NtRp3319
(dp3320
g32
S'auto_1926'
p3321
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3322
(dp3323
g38
(lp3324
(lp3325
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3326
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3327
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3328
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3329
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3330
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3331
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3332
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3333
aasbsg20
Nsg47
g1
(g162
g3
NtRp3334
(dp3335
g15
(lp3336
g1
(g29
g3
NtRp3337
(dp3338
g32
S'auto_1924'
p3339
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3340
(dp3341
g38
(lp3342
(lp3343
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3344
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3345
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3346
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3347
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3348
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3349
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3350
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3351
aasbsg20
Nsg47
g1
(g162
g3
NtRp3352
(dp3353
g15
(lp3354
g1
(g29
g3
NtRp3355
(dp3356
g32
S'auto_1919'
p3357
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3358
(dp3359
g38
(lp3360
(lp3361
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3362
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3363
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3364
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3365
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3366
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3367
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3368
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3369
aasbsg20
Nsg47
g1
(g162
g3
NtRp3370
(dp3371
g15
(lp3372
g1
(g29
g3
NtRp3373
(dp3374
g32
S'auto_1915'
p3375
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3376
(dp3377
g38
(lp3378
(lp3379
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3380
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3381
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3382
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3383
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3384
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3385
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3386
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3387
aasbsg20
Nsg47
g1
(g162
g3
NtRp3388
(dp3389
g15
(lp3390
g1
(g29
g3
NtRp3391
(dp3392
g32
S'auto_1914'
p3393
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3394
(dp3395
g38
(lp3396
(lp3397
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3398
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3399
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3400
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3401
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3402
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3403
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3404
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3405
aasbsg20
Nsg47
g1
(g162
g3
NtRp3406
(dp3407
g15
(lp3408
g1837
ag1
(g29
g3
NtRp3409
(dp3410
g32
S'auto_1913'
p3411
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3412
(dp3413
g38
(lp3414
(lp3415
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3416
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3417
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3418
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3419
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3420
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3421
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3422
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3423
aasbsg20
Nsg47
g1
(g162
g3
NtRp3424
(dp3425
g15
(lp3426
g1
(g29
g3
NtRp3427
(dp3428
g32
S'auto_1912'
p3429
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3430
(dp3431
g38
(lp3432
(lp3433
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3434
a(g44
I43
g45
S'g_b0 = T.grad(err, self.b0)'
tp3435
a(g1615
I473
g1616
S'g_cost = _float_ones_like(cost)'
tp3436
a(g2091
I1345
g2092
S'rval = tensor.ones_like(x)'
tp3437
aasbsg20
Nsg47
g1
(g162
g3
NtRp3438
(dp3439
g15
(lp3440
g2097
ag2316
asg35
(itheano.gof.utils
scratchpad
p3441
(dp3442
bsg187
(lp3443
g3427
asg193
g2328
sbsg48
g1
(g49
g3
NtRp3444
(dp3445
g52
(tsg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3446
(dp3447
bsg187
(lp3448
g3409
asg193
g1
(g1178
g3
NtRp3449
(dp3450
g1181
(lp3451
sg252
(lp3452
sg250
(lp3453
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp3454
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3455
(dp3456
g52
(I01
I01
tp3457
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3458
(dp3459
bsg187
(lp3460
g3391
asg193
g1
(g381
g3
NtRp3461
(dp3462
g20
Nsg384
g2331
sg459
(dp3463
sg462
Nsg463
(dp3464
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3465
(dp3466
g52
(I00
I00
tp3467
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag2011
asg35
(itheano.gof.utils
scratchpad
p3468
(dp3469
bsg187
(lp3470
g3373
asg193
g1
(g381
g3
NtRp3471
(dp3472
g20
Nsg384
g2300
sg459
(dp3473
sg462
g2306
sg463
(dp3474
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3475
(dp3476
g52
(I00
I00
tp3477
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3478
(dp3479
g32
S'auto_1918'
p3480
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3481
(dp3482
g38
(lp3483
(lp3484
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3485
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3486
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3487
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3488
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3489
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3490
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3491
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3492
aasbsg20
Nsg47
g1
(g162
g3
NtRp3493
(dp3494
g15
(lp3495
g1849
ag1
(g29
g3
NtRp3496
(dp3497
g32
S'auto_1917'
p3498
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3499
(dp3500
g38
(lp3501
(lp3502
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3503
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3504
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3505
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3506
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3507
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3508
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3509
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3510
aasbsg20
Nsg47
g1
(g162
g3
NtRp3511
(dp3512
g15
(lp3513
g2011
ag1
(g29
g3
NtRp3514
(dp3515
g32
S'auto_1916'
p3516
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3517
(dp3518
g38
(lp3519
(lp3520
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3521
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3522
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3523
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3524
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3525
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3526
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3527
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3528
aasbsg20
Nsg47
g1
(g162
g3
NtRp3529
(dp3530
g15
(lp3531
g2429
asg35
(itheano.gof.utils
scratchpad
p3532
(dp3533
bsg187
(lp3534
g3514
asg193
g1
(g1178
g3
NtRp3535
(dp3536
g1181
(lp3537
sg252
(lp3538
sg250
(lp3539
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp3540
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3541
(dp3542
g52
(I01
I01
tp3543
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3544
(dp3545
bsg187
(lp3546
g3496
asg193
g1
(g381
g3
NtRp3547
(dp3548
g20
Nsg384
g1999
sg459
(dp3549
sg462
g2005
sg463
(dp3550
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3551
(dp3552
g52
(I01
I01
tp3553
sg54
g2460
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3554
(dp3555
bsg187
(lp3556
g3478
asg193
g1
(g381
g3
NtRp3557
(dp3558
g20
Nsg384
g2052
sg459
(dp3559
sg462
g2057
sg463
(dp3560
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3561
(dp3562
g52
(I00
I00
tp3563
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3564
(dp3565
bsg187
(lp3566
g3355
asg193
g1
(g381
g3
NtRp3567
(dp3568
g20
Nsg384
g2300
sg459
(dp3569
sg462
g2306
sg463
(dp3570
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3571
(dp3572
g52
(I00
I00
tp3573
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3574
(dp3575
g32
S'auto_1923'
p3576
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3577
(dp3578
g38
(lp3579
(lp3580
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3581
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3582
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3583
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3584
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3585
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3586
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3587
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3588
aasbsg20
Nsg47
g1
(g162
g3
NtRp3589
(dp3590
g15
(lp3591
g1
(g29
g3
NtRp3592
(dp3593
g32
S'auto_1920'
p3594
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3595
(dp3596
g38
(lp3597
(lp3598
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3599
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3600
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3601
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3602
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3603
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3604
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3605
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3606
aasbsg20
Nsg47
g1
(g162
g3
NtRp3607
(dp3608
g15
(lp3609
g2429
asg35
(itheano.gof.utils
scratchpad
p3610
(dp3611
bsg187
(lp3612
g3592
asg193
g1
(g1178
g3
NtRp3613
(dp3614
g1181
(lp3615
sg252
(lp3616
sg250
(lp3617
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp3618
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3619
(dp3620
g52
(I01
I01
tp3621
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3622
(dp3623
g32
S'auto_1922'
p3624
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3625
(dp3626
g38
(lp3627
(lp3628
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3629
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3630
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3631
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3632
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3633
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3634
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3635
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3636
aasbsg20
Nsg47
g1
(g162
g3
NtRp3637
(dp3638
g15
(lp3639
g1
(g29
g3
NtRp3640
(dp3641
g32
S'auto_1921'
p3642
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3643
(dp3644
g38
(lp3645
(lp3646
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3647
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3648
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3649
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3650
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3651
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3652
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3653
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3654
aasbsg20
Nsg47
g1
(g162
g3
NtRp3655
(dp3656
g15
(lp3657
g1869
asg35
(itheano.gof.utils
scratchpad
p3658
(dp3659
bsg187
(lp3660
g3640
asg193
g1
(g381
g3
NtRp3661
(dp3662
g20
Nsg384
g445
sg459
(dp3663
sg462
g1001
sg463
(dp3664
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3665
(dp3666
g52
(I00
I00
tp3667
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3668
(dp3669
bsg187
(lp3670
g3622
asg193
g1
(g381
g3
NtRp3671
(dp3672
g20
Nsg384
g2581
sg459
(dp3673
sg462
g2586
sg463
(dp3674
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3675
(dp3676
g52
(I00
I00
tp3677
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3678
(dp3679
bsg187
(lp3680
g3574
asg193
g1
(g381
g3
NtRp3681
(dp3682
g20
Nsg384
g1999
sg459
(dp3683
sg462
g2005
sg463
(dp3684
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3685
(dp3686
g52
(I00
I00
tp3687
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3688
(dp3689
bsg187
(lp3690
g3337
asg193
g1
(g381
g3
NtRp3691
(dp3692
g20
Nsg384
g2300
sg459
(dp3693
sg462
g2306
sg463
(dp3694
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3695
(dp3696
g52
(I00
I00
tp3697
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3698
(dp3699
g32
S'auto_1925'
p3700
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3701
(dp3702
g38
(lp3703
(lp3704
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3705
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3706
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3707
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3708
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3709
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3710
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3711
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3712
aasbsg20
Nsg47
g1
(g162
g3
NtRp3713
(dp3714
g15
(lp3715
g1951
asg35
(itheano.gof.utils
scratchpad
p3716
(dp3717
bsg187
(lp3718
g3698
asg193
g1
(g1178
g3
NtRp3719
(dp3720
g1181
(lp3721
sg252
(lp3722
I1
aI0
asg250
(lp3723
sg254
g306
sg1185
I00
sg256
(I1
I0
tp3724
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3725
(dp3726
g52
(I00
I00
tp3727
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3728
(dp3729
bsg187
(lp3730
g3319
asg193
g482
sbsg48
g1
(g49
g3
NtRp3731
(dp3732
g52
(I00
I00
tp3733
sg54
S'float64'
p3734
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3735
(dp3736
g32
S'auto_1930'
p3737
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3738
(dp3739
g38
(lp3740
(lp3741
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3742
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3743
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3744
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3745
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3746
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3747
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3748
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3749
aasbsg20
Nsg47
g1
(g162
g3
NtRp3750
(dp3751
g15
(lp3752
g1
(g29
g3
NtRp3753
(dp3754
g32
S'auto_1927'
p3755
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3756
(dp3757
g38
(lp3758
(lp3759
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3760
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3761
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3762
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3763
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3764
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3765
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3766
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3767
aasbsg20
Nsg47
g1
(g162
g3
NtRp3768
(dp3769
g15
(lp3770
g2429
asg35
(itheano.gof.utils
scratchpad
p3771
(dp3772
bsg187
(lp3773
g3753
asg193
g1
(g1178
g3
NtRp3774
(dp3775
g1181
(lp3776
sg252
(lp3777
sg250
(lp3778
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp3779
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3780
(dp3781
g52
(I01
I01
tp3782
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3783
(dp3784
g32
S'auto_1929'
p3785
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3786
(dp3787
g38
(lp3788
(lp3789
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3790
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3791
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3792
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3793
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3794
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3795
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3796
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3797
aasbsg20
Nsg47
g1
(g162
g3
NtRp3798
(dp3799
g15
(lp3800
g1
(g29
g3
NtRp3801
(dp3802
g32
S'auto_1928'
p3803
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3804
(dp3805
g38
(lp3806
(lp3807
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3808
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3809
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3810
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3811
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3812
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp3813
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp3814
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp3815
aasbsg20
Nsg47
g1
(g162
g3
NtRp3816
(dp3817
g15
(lp3818
g1893
asg35
(itheano.gof.utils
scratchpad
p3819
(dp3820
bsg187
(lp3821
g3801
asg193
g1
(g381
g3
NtRp3822
(dp3823
g20
Nsg384
g445
sg459
(dp3824
sg462
g1001
sg463
(dp3825
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3826
(dp3827
g52
(I00
I00
tp3828
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3829
(dp3830
bsg187
(lp3831
g3783
asg193
g1
(g381
g3
NtRp3832
(dp3833
g20
Nsg384
g2581
sg459
(dp3834
sg462
g2586
sg463
(dp3835
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3836
(dp3837
g52
(I00
I00
tp3838
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3839
(dp3840
bsg187
(lp3841
g3735
asg193
g1
(g381
g3
NtRp3842
(dp3843
g20
Nsg384
g1999
sg459
(dp3844
sg462
g2005
sg463
(dp3845
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3846
(dp3847
g52
(I00
I00
tp3848
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3849
(dp3850
bsg187
(lp3851
g3301
asg193
g1
(g381
g3
NtRp3852
(dp3853
g20
Nsg384
g2300
sg459
(dp3854
sg462
g2306
sg463
(dp3855
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3856
(dp3857
g52
(I00
I00
tp3858
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3859
(dp3860
bsg187
(lp3861
g3283
asg193
g1
(g2124
g3
NtRp3862
(dp3863
g2127
g55
sg54
g55
sg197
g198
sg384
g436
sg2128
(I0
tp3864
sbsbsg48
g1
(g49
g3
NtRp3865
(dp3866
g52
(I00
tp3867
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3868
(dp3869
bsg187
(lp3870
g3265
asg193
g1
(g1178
g3
NtRp3871
(dp3872
g1181
(lp3873
sg252
(lp3874
I0
asg250
(lp3875
I0
asg254
(I00
tp3876
sg1185
I00
sg256
(S'x'
I0
tp3877
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3878
(dp3879
g52
(I01
I00
tp3880
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3881
(dp3882
bsg187
(lp3883
g3247
asg193
g2782
sbsg48
g1
(g49
g3
NtRp3884
(dp3885
g52
(I01
I00
tp3886
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3887
(dp3888
bsg187
(lp3889
g3229
asg193
g1
(g381
g3
NtRp3890
(dp3891
g20
Nsg384
g1
(ctheano.scalar.basic
Identity
p3892
g3
NtRp3893
(dp3894
g438
g2216
sg197
g198
sg20
S'identity'
p3895
sbsg459
(dp3896
sg462
Nsg463
(dp3897
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3898
(dp3899
g52
(I01
I00
tp3900
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3901
(dp3902
bsg187
(lp3903
g3211
asg193
g1
(g1178
g3
NtRp3904
(dp3905
g1181
(lp3906
I0
asg252
(lp3907
I1
asg250
(lp3908
sg254
g3886
sg1185
I00
sg256
(I1
tp3909
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp3910
(dp3911
g52
(I00
tp3912
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3913
(dp3914
bsg187
(lp3915
g3195
asg193
g2809
sbsg48
g1
(g77
g3
NtRp3916
(dp3917
g52
(I00
tp3918
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3919
(dp3920
bsg187
(lp3921
g3183
asg193
g1
(g194
g3
NtRp3922
(dp3923
g197
g198
sbsbsg48
g1
(g49
g3
NtRp3924
(dp3925
g52
(I00
tp3926
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3927
(dp3928
bsg187
(lp3929
g3138
asg193
g2297
sbsg48
g1
(g49
g3
NtRp3930
(dp3931
g52
(I00
tp3932
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3933
(dp3934
bsg187
(lp3935
g3106
asg193
g1996
sbsg48
g1
(g49
g3
NtRp3936
(dp3937
g52
(I00
tp3938
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p3939
(dp3940
bsg187
(lp3941
g3094
asg193
g1
(g2808
g3
NtRp3942
(dp3943
g197
g198
sbsbsg48
g1
(g77
g3
NtRp3944
(dp3945
g52
(I00
tp3946
sg20
Nsbsbsg23
g96
sg24
I01
sg25
I00
sg26
I01
sg27
I01
sg28
g104
sg60
I01
sg61
Nsbag1
(g17
g3
NtRp3947
(dp3948
g20
g115
sg22
g1
(g221
g3
NtRp3949
(dp3950
g32
S'auto_1909'
p3951
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3952
(dp3953
g38
(lp3954
(lp3955
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3956
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp3957
aasbsg20
Nsg47
g1
(g162
g3
NtRp3958
(dp3959
g15
(lp3960
g1
(g29
g3
NtRp3961
(dp3962
g32
S'auto_1908'
p3963
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3964
(dp3965
g38
(lp3966
(lp3967
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3968
a(g44
I47
g45
S'(self.W1, self.W1-learning_rate*g_W1),'
tp3969
aasbsg20
Nsg47
g1
(g162
g3
NtRp3970
(dp3971
g15
(lp3972
g1
(g29
g3
NtRp3973
(dp3974
g32
S'auto_1877'
p3975
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3976
(dp3977
g38
(lp3978
(lp3979
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp3980
a(g44
I47
g45
S'(self.W1, self.W1-learning_rate*g_W1),'
tp3981
aasbsg20
Nsg47
g1
(g162
g3
NtRp3982
(dp3983
g15
(lp3984
g124
asg35
(itheano.gof.utils
scratchpad
p3985
(dp3986
bsg187
(lp3987
g3973
asg193
g1
(g194
g3
NtRp3988
(dp3989
g197
g198
sbsbsg48
g1
(g49
g3
NtRp3990
(dp3991
g52
(I00
I00
tp3992
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp3993
(dp3994
g32
S'auto_1907'
p3995
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p3996
(dp3997
g38
(lp3998
(lp3999
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4000
a(g44
I47
g45
S'(self.W1, self.W1-learning_rate*g_W1),'
tp4001
aasbsg20
Nsg47
g1
(g162
g3
NtRp4002
(dp4003
g15
(lp4004
g1
(g29
g3
NtRp4005
(dp4006
g32
S'auto_1878'
p4007
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4008
(dp4009
g38
(lp4010
(lp4011
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4012
a(g44
I47
g45
S'(self.W1, self.W1-learning_rate*g_W1),'
tp4013
aasbsg20
Nsg47
g1
(g162
g3
NtRp4014
(dp4015
g15
(lp4016
g1
(g1008
g3
NtRp4017
(dp4018
g32
S'auto_1773'
p4019
sg34
Nsg35
(itheano.gof.utils
scratchpad
p4020
(dp4021
g1014
Nsbsg20
Nsg48
g1
(g49
g3
NtRp4022
(dp4023
g52
(tsg54
S'float32'
p4024
sg56
g74
sg59
I00
sg20
Nsbsg1018
g71
(g72
(I0
tS'b'
tRp4025
(I1
(tg74
I00
S'\x00\x00\x80>'
tbsbasg35
(itheano.gof.utils
scratchpad
p4026
(dp4027
bsg187
(lp4028
g4005
asg193
g1
(g1178
g3
NtRp4029
(dp4030
g1181
(lp4031
sg252
(lp4032
sg250
(lp4033
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp4034
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4035
(dp4036
g52
(I01
I01
tp4037
sg54
g4024
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4038
(dp4039
g32
S'auto_1906'
p4040
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4041
(dp4042
g38
(lp4043
(lp4044
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4045
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4046
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4047
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4048
a(g1621
I1311
g1622
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp4049
a(g1624
I1311
g1625
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp4050
aasbsg20
Nsg47
g1
(g162
g3
NtRp4051
(dp4052
g15
(lp4053
g1
(g29
g3
NtRp4054
(dp4055
g32
S'auto_1896'
p4056
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4057
(dp4058
g38
(lp4059
(lp4060
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4061
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4062
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4063
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4064
a(g1621
I1311
g1622
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp4065
a(g1624
I1311
g1625
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp4066
aasbsg20
Nsg47
g1
(g162
g3
NtRp4067
(dp4068
g15
(lp4069
g1
(g221
g3
NtRp4070
(dp4071
g32
S'auto_1895'
p4072
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4073
(dp4074
g38
(lp4075
(lp4076
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4077
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4078
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4079
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4080
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4081
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4082
aasbsg20
Nsg47
g1
(g162
g3
NtRp4083
(dp4084
g15
(lp4085
g1
(g29
g3
NtRp4086
(dp4087
g32
S'auto_1894'
p4088
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4089
(dp4090
g38
(lp4091
(lp4092
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4093
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4094
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4095
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4096
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4097
a(g1658
I1065
g1659
S'new_output_grads.append(og.astype(o_dt))'
tp4098
aasbsg20
Nsg47
g1
(g162
g3
NtRp4099
(dp4100
g15
(lp4101
g1
(g29
g3
NtRp4102
(dp4103
g32
S'auto_1893'
p4104
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4105
(dp4106
g38
(lp4107
(lp4108
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4109
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4110
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4111
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4112
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4113
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4114
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4115
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4116
aasbsg20
Nsg47
g1
(g162
g3
NtRp4117
(dp4118
g15
(lp4119
g1
(g29
g3
NtRp4120
(dp4121
g32
S'auto_1879'
p4122
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4123
(dp4124
g38
(lp4125
(lp4126
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4127
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4128
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4129
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4130
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4131
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4132
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4133
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4134
aasbsg20
Nsg47
g1
(g162
g3
NtRp4135
(dp4136
g15
(lp4137
g1885
asg35
(itheano.gof.utils
scratchpad
p4138
(dp4139
bsg187
(lp4140
g4120
asg193
g1
(g1178
g3
NtRp4141
(dp4142
g1181
(lp4143
sg252
(lp4144
I1
aI0
asg250
(lp4145
sg254
g1259
sg1185
I00
sg256
(I1
I0
tp4146
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4147
(dp4148
g52
(I00
I00
tp4149
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4150
(dp4151
g32
S'auto_1892'
p4152
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4153
(dp4154
g38
(lp4155
(lp4156
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4157
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4158
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4159
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4160
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4161
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4162
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4163
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4164
aasbsg20
Nsg47
g1
(g162
g3
NtRp4165
(dp4166
g15
(lp4167
g1
(g29
g3
NtRp4168
(dp4169
g32
S'auto_1887'
p4170
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4171
(dp4172
g38
(lp4173
(lp4174
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4175
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4176
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4177
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4178
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4179
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4180
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4181
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4182
aasbsg20
Nsg47
g1
(g162
g3
NtRp4183
(dp4184
g15
(lp4185
g1
(g29
g3
NtRp4186
(dp4187
g32
S'auto_1883'
p4188
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4189
(dp4190
g38
(lp4191
(lp4192
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4193
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4194
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4195
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4196
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4197
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4198
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4199
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4200
aasbsg20
Nsg47
g1
(g162
g3
NtRp4201
(dp4202
g15
(lp4203
g1
(g29
g3
NtRp4204
(dp4205
g32
S'auto_1882'
p4206
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4207
(dp4208
g38
(lp4209
(lp4210
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4211
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4212
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4213
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4214
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4215
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4216
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4217
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4218
aasbsg20
Nsg47
g1
(g162
g3
NtRp4219
(dp4220
g15
(lp4221
g1837
ag1
(g29
g3
NtRp4222
(dp4223
g32
S'auto_1881'
p4224
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4225
(dp4226
g38
(lp4227
(lp4228
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4229
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4230
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4231
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4232
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4233
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4234
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4235
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4236
aasbsg20
Nsg47
g1
(g162
g3
NtRp4237
(dp4238
g15
(lp4239
g1
(g29
g3
NtRp4240
(dp4241
g32
S'auto_1880'
p4242
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4243
(dp4244
g38
(lp4245
(lp4246
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4247
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4248
a(g1615
I473
g1616
S'g_cost = _float_ones_like(cost)'
tp4249
a(g2091
I1345
g2092
S'rval = tensor.ones_like(x)'
tp4250
aasbsg20
Nsg47
g1
(g162
g3
NtRp4251
(dp4252
g15
(lp4253
g2097
ag2316
asg35
(itheano.gof.utils
scratchpad
p4254
(dp4255
bsg187
(lp4256
g4240
asg193
g2328
sbsg48
g1
(g49
g3
NtRp4257
(dp4258
g52
(tsg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4259
(dp4260
bsg187
(lp4261
g4222
asg193
g1
(g1178
g3
NtRp4262
(dp4263
g1181
(lp4264
sg252
(lp4265
sg250
(lp4266
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp4267
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4268
(dp4269
g52
(I01
I01
tp4270
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4271
(dp4272
bsg187
(lp4273
g4204
asg193
g1
(g381
g3
NtRp4274
(dp4275
g20
Nsg384
g2331
sg459
(dp4276
sg462
Nsg463
(dp4277
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4278
(dp4279
g52
(I00
I00
tp4280
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag2011
asg35
(itheano.gof.utils
scratchpad
p4281
(dp4282
bsg187
(lp4283
g4186
asg193
g1
(g381
g3
NtRp4284
(dp4285
g20
Nsg384
g2300
sg459
(dp4286
sg462
g2306
sg463
(dp4287
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4288
(dp4289
g52
(I00
I00
tp4290
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4291
(dp4292
g32
S'auto_1886'
p4293
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4294
(dp4295
g38
(lp4296
(lp4297
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4298
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4299
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4300
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4301
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4302
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4303
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4304
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4305
aasbsg20
Nsg47
g1
(g162
g3
NtRp4306
(dp4307
g15
(lp4308
g1849
ag1
(g29
g3
NtRp4309
(dp4310
g32
S'auto_1885'
p4311
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4312
(dp4313
g38
(lp4314
(lp4315
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4316
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4317
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4318
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4319
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4320
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4321
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4322
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4323
aasbsg20
Nsg47
g1
(g162
g3
NtRp4324
(dp4325
g15
(lp4326
g2011
ag1
(g29
g3
NtRp4327
(dp4328
g32
S'auto_1884'
p4329
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4330
(dp4331
g38
(lp4332
(lp4333
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4334
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4335
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4336
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4337
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4338
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4339
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4340
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4341
aasbsg20
Nsg47
g1
(g162
g3
NtRp4342
(dp4343
g15
(lp4344
g2429
asg35
(itheano.gof.utils
scratchpad
p4345
(dp4346
bsg187
(lp4347
g4327
asg193
g1
(g1178
g3
NtRp4348
(dp4349
g1181
(lp4350
sg252
(lp4351
sg250
(lp4352
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp4353
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4354
(dp4355
g52
(I01
I01
tp4356
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4357
(dp4358
bsg187
(lp4359
g4309
asg193
g1
(g381
g3
NtRp4360
(dp4361
g20
Nsg384
g1999
sg459
(dp4362
sg462
g2005
sg463
(dp4363
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4364
(dp4365
g52
(I01
I01
tp4366
sg54
g2460
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4367
(dp4368
bsg187
(lp4369
g4291
asg193
g1
(g381
g3
NtRp4370
(dp4371
g20
Nsg384
g2052
sg459
(dp4372
sg462
g2057
sg463
(dp4373
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4374
(dp4375
g52
(I00
I00
tp4376
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4377
(dp4378
bsg187
(lp4379
g4168
asg193
g1
(g381
g3
NtRp4380
(dp4381
g20
Nsg384
g2300
sg459
(dp4382
sg462
g2306
sg463
(dp4383
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4384
(dp4385
g52
(I00
I00
tp4386
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4387
(dp4388
g32
S'auto_1891'
p4389
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4390
(dp4391
g38
(lp4392
(lp4393
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4394
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4395
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4396
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4397
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4398
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4399
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4400
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4401
aasbsg20
Nsg47
g1
(g162
g3
NtRp4402
(dp4403
g15
(lp4404
g1
(g29
g3
NtRp4405
(dp4406
g32
S'auto_1888'
p4407
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4408
(dp4409
g38
(lp4410
(lp4411
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4412
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4413
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4414
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4415
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4416
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4417
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4418
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4419
aasbsg20
Nsg47
g1
(g162
g3
NtRp4420
(dp4421
g15
(lp4422
g2429
asg35
(itheano.gof.utils
scratchpad
p4423
(dp4424
bsg187
(lp4425
g4405
asg193
g1
(g1178
g3
NtRp4426
(dp4427
g1181
(lp4428
sg252
(lp4429
sg250
(lp4430
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp4431
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4432
(dp4433
g52
(I01
I01
tp4434
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4435
(dp4436
g32
S'auto_1890'
p4437
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4438
(dp4439
g38
(lp4440
(lp4441
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4442
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4443
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4444
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4445
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4446
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4447
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4448
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4449
aasbsg20
Nsg47
g1
(g162
g3
NtRp4450
(dp4451
g15
(lp4452
g1
(g29
g3
NtRp4453
(dp4454
g32
S'auto_1889'
p4455
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4456
(dp4457
g38
(lp4458
(lp4459
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4460
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4461
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4462
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4463
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4464
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4465
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4466
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4467
aasbsg20
Nsg47
g1
(g162
g3
NtRp4468
(dp4469
g15
(lp4470
g1869
asg35
(itheano.gof.utils
scratchpad
p4471
(dp4472
bsg187
(lp4473
g4453
asg193
g1
(g381
g3
NtRp4474
(dp4475
g20
Nsg384
g445
sg459
(dp4476
sg462
g1001
sg463
(dp4477
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4478
(dp4479
g52
(I00
I00
tp4480
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4481
(dp4482
bsg187
(lp4483
g4435
asg193
g1
(g381
g3
NtRp4484
(dp4485
g20
Nsg384
g2581
sg459
(dp4486
sg462
g2586
sg463
(dp4487
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4488
(dp4489
g52
(I00
I00
tp4490
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4491
(dp4492
bsg187
(lp4493
g4387
asg193
g1
(g381
g3
NtRp4494
(dp4495
g20
Nsg384
g1999
sg459
(dp4496
sg462
g2005
sg463
(dp4497
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4498
(dp4499
g52
(I00
I00
tp4500
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4501
(dp4502
bsg187
(lp4503
g4150
asg193
g1
(g381
g3
NtRp4504
(dp4505
g20
Nsg384
g2300
sg459
(dp4506
sg462
g2306
sg463
(dp4507
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4508
(dp4509
g52
(I00
I00
tp4510
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4511
(dp4512
bsg187
(lp4513
g4102
asg193
g482
sbsg48
g1
(g49
g3
NtRp4514
(dp4515
g52
(I00
I00
tp4516
sg54
S'float64'
p4517
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4518
(dp4519
bsg187
(lp4520
g4086
asg193
g2782
sbsg48
g1
(g49
g3
NtRp4521
(dp4522
g52
(I00
I00
tp4523
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4524
(dp4525
bsg187
(lp4526
g4070
asg193
g2809
sbsg48
g1
(g77
g3
NtRp4527
(dp4528
g52
(I00
I00
tp4529
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4530
(dp4531
bsg187
(lp4532
g4054
asg193
g1
(g194
g3
NtRp4533
(dp4534
g197
g198
sbsbsg48
g1
(g49
g3
NtRp4535
(dp4536
g52
(I00
I00
tp4537
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4538
(dp4539
g32
S'auto_1905'
p4540
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4541
(dp4542
g38
(lp4543
(lp4544
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4545
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4546
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4547
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4548
a(g1621
I1311
g1622
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp4549
a(g1624
I1311
g1625
S'grad_dict[var] = reduce(lambda x, y: x + y, terms)'
tp4550
aasbsg20
Nsg47
g1
(g162
g3
NtRp4551
(dp4552
g15
(lp4553
g1
(g221
g3
NtRp4554
(dp4555
g32
S'auto_1904'
p4556
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4557
(dp4558
g38
(lp4559
(lp4560
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4561
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4562
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4563
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4564
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4565
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4566
aasbsg20
Nsg47
g1
(g162
g3
NtRp4567
(dp4568
g15
(lp4569
g1
(g29
g3
NtRp4570
(dp4571
g32
S'auto_1903'
p4572
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4573
(dp4574
g38
(lp4575
(lp4576
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4577
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4578
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4579
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4580
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4581
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4582
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4583
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4584
aasbsg20
Nsg47
g1
(g162
g3
NtRp4585
(dp4586
g15
(lp4587
g1
(g29
g3
NtRp4588
(dp4589
g32
S'auto_1901'
p4590
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4591
(dp4592
g38
(lp4593
(lp4594
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4595
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4596
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4597
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4598
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4599
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4600
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4601
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4602
aasbsg20
Nsg47
g1
(g162
g3
NtRp4603
(dp4604
g15
(lp4605
g1
(g29
g3
NtRp4606
(dp4607
g32
S'auto_1900'
p4608
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4609
(dp4610
g38
(lp4611
(lp4612
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4613
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4614
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4615
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4616
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4617
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4618
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4619
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4620
aasbsg20
Nsg47
g1
(g162
g3
NtRp4621
(dp4622
g15
(lp4623
g2244
ag1
(g29
g3
NtRp4624
(dp4625
g32
S'auto_1899'
p4626
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4627
(dp4628
g38
(lp4629
(lp4630
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4631
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4632
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4633
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4634
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4635
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4636
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4637
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4638
aasbsg20
Nsg47
g1
(g162
g3
NtRp4639
(dp4640
g15
(lp4641
g1
(g29
g3
NtRp4642
(dp4643
g32
S'auto_1898'
p4644
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4645
(dp4646
g38
(lp4647
(lp4648
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4649
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4650
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4651
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4652
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4653
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4654
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4655
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4656
aasbsg20
Nsg47
g1
(g162
g3
NtRp4657
(dp4658
g15
(lp4659
g1
(g29
g3
NtRp4660
(dp4661
g32
S'auto_1897'
p4662
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4663
(dp4664
g38
(lp4665
(lp4666
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4667
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4668
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4669
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4670
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4671
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4672
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4673
a(g1658
I1065
g1659
S'new_output_grads.append(og.astype(o_dt))'
tp4674
aasbsg20
Nsg47
g1
(g162
g3
NtRp4675
(dp4676
g15
(lp4677
g4240
asg35
(itheano.gof.utils
scratchpad
p4678
(dp4679
bsg187
(lp4680
g4660
asg193
g2782
sbsg48
g1
(g49
g3
NtRp4681
(dp4682
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag2143
asg35
(itheano.gof.utils
scratchpad
p4683
(dp4684
bsg187
(lp4685
g4642
asg193
g1
(g381
g3
NtRp4686
(dp4687
g20
Nsg384
g2300
sg459
(dp4688
sg462
g2306
sg463
(dp4689
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4690
(dp4691
g52
(tsg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4692
(dp4693
bsg187
(lp4694
g4624
asg193
g1
(g1178
g3
NtRp4695
(dp4696
g1181
(lp4697
sg252
(lp4698
sg250
(lp4699
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp4700
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4701
(dp4702
g52
(I01
I01
tp4703
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4704
(dp4705
bsg187
(lp4706
g4606
asg193
g1
(g381
g3
NtRp4707
(dp4708
g20
Nsg384
g2331
sg459
(dp4709
sg462
Nsg463
(dp4710
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4711
(dp4712
g52
(I00
I00
tp4713
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag2256
asg35
(itheano.gof.utils
scratchpad
p4714
(dp4715
bsg187
(lp4716
g4588
asg193
g1
(g381
g3
NtRp4717
(dp4718
g20
Nsg384
g2300
sg459
(dp4719
sg462
g2306
sg463
(dp4720
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4721
(dp4722
g52
(I00
I00
tp4723
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4724
(dp4725
g32
S'auto_1902'
p4726
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4727
(dp4728
g38
(lp4729
(lp4730
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4731
a(g44
I42
g45
S'g_W1 = T.grad(err, self.W1)'
tp4732
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4733
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4734
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4735
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4736
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4737
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4738
aasbsg20
Nsg47
g1
(g162
g3
NtRp4739
(dp4740
g15
(lp4741
g2256
asg35
(itheano.gof.utils
scratchpad
p4742
(dp4743
bsg187
(lp4744
g4724
asg193
g1
(g381
g3
NtRp4745
(dp4746
g20
Nsg384
g2214
sg459
(dp4747
sg462
g2219
sg463
(dp4748
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4749
(dp4750
g52
(I00
I00
tp4751
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4752
(dp4753
bsg187
(lp4754
g4570
asg193
g1
(g381
g3
NtRp4755
(dp4756
g20
Nsg384
g3042
sg459
(dp4757
sg462
g3047
sg463
(dp4758
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4759
(dp4760
g52
(I00
I00
tp4761
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4762
(dp4763
bsg187
(lp4764
g4554
asg193
g2809
sbsg48
g1
(g77
g3
NtRp4765
(dp4766
g52
(I00
I00
tp4767
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4768
(dp4769
bsg187
(lp4770
g4538
asg193
g1
(g194
g3
NtRp4771
(dp4772
g197
g198
sbsbsg48
g1
(g49
g3
NtRp4773
(dp4774
g52
(I00
I00
tp4775
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4776
(dp4777
bsg187
(lp4778
g4038
asg193
g933
sbsg48
g1
(g49
g3
NtRp4779
(dp4780
g52
(I00
I00
tp4781
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4782
(dp4783
bsg187
(lp4784
g3993
asg193
g2297
sbsg48
g1
(g49
g3
NtRp4785
(dp4786
g52
(I00
I00
tp4787
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4788
(dp4789
bsg187
(lp4790
g3961
asg193
g1996
sbsg48
g1
(g49
g3
NtRp4791
(dp4792
g52
(I00
I00
tp4793
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p4794
(dp4795
bsg187
(lp4796
g3949
asg193
g1
(g2808
g3
NtRp4797
(dp4798
g197
g198
sbsbsg48
g1
(g77
g3
NtRp4799
(dp4800
g52
(I00
I00
tp4801
sg20
Nsbsbsg23
g116
sg24
I01
sg25
I00
sg26
I01
sg27
I01
sg28
g124
sg60
I01
sg61
Nsbag1
(g17
g3
NtRp4802
(dp4803
g20
g135
sg22
g1
(g221
g3
NtRp4804
(dp4805
g32
S'auto_1966'
p4806
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4807
(dp4808
g38
(lp4809
(lp4810
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4811
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp4812
aasbsg20
Nsg47
g1
(g162
g3
NtRp4813
(dp4814
g15
(lp4815
g1
(g29
g3
NtRp4816
(dp4817
g32
S'auto_1965'
p4818
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4819
(dp4820
g38
(lp4821
(lp4822
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4823
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp4824
aasbsg20
Nsg47
g1
(g162
g3
NtRp4825
(dp4826
g15
(lp4827
g1
(g29
g3
NtRp4828
(dp4829
g32
S'auto_1942'
p4830
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4831
(dp4832
g38
(lp4833
(lp4834
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4835
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp4836
aasbsg20
Nsg47
g1
(g162
g3
NtRp4837
(dp4838
g15
(lp4839
g144
asg35
(itheano.gof.utils
scratchpad
p4840
(dp4841
bsg187
(lp4842
g4828
asg193
g1
(g194
g3
NtRp4843
(dp4844
g197
g198
sbsbsg48
g1
(g49
g3
NtRp4845
(dp4846
g52
(I00
tp4847
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4848
(dp4849
g32
S'auto_1964'
p4850
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4851
(dp4852
g38
(lp4853
(lp4854
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4855
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp4856
aasbsg20
Nsg47
g1
(g162
g3
NtRp4857
(dp4858
g15
(lp4859
g1
(g29
g3
NtRp4860
(dp4861
g32
S'auto_1943'
p4862
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4863
(dp4864
g38
(lp4865
(lp4866
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4867
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp4868
aasbsg20
Nsg47
g1
(g162
g3
NtRp4869
(dp4870
g15
(lp4871
g1
(g1008
g3
NtRp4872
(dp4873
g32
S'auto_1796'
p4874
sg34
Nsg35
(itheano.gof.utils
scratchpad
p4875
(dp4876
g1014
Nsbsg20
Nsg48
g1
(g49
g3
NtRp4877
(dp4878
g52
(tsg54
S'float32'
p4879
sg56
g74
sg59
I00
sg20
Nsbsg1018
g71
(g72
(I0
tS'b'
tRp4880
(I1
(tg74
I00
S'\x00\x00\x80>'
tbsbasg35
(itheano.gof.utils
scratchpad
p4881
(dp4882
bsg187
(lp4883
g4860
asg193
g1
(g1178
g3
NtRp4884
(dp4885
g1181
(lp4886
sg252
(lp4887
sg250
(lp4888
I0
asg254
(tsg1185
I00
sg256
(S'x'
tp4889
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp4890
(dp4891
g52
(I01
tp4892
sg54
g4879
sg56
g74
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp4893
(dp4894
g32
S'auto_1963'
p4895
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4896
(dp4897
g38
(lp4898
(lp4899
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4900
a(g44
I49
g45
S'(self.b1, self.b1-learning_rate*g_b1),'
tp4901
aasbsg20
Nsg47
g1
(g162
g3
NtRp4902
(dp4903
g15
(lp4904
g1
(g221
g3
NtRp4905
(dp4906
g32
S'auto_1962'
p4907
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4908
(dp4909
g38
(lp4910
(lp4911
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4912
a(g44
I44
g45
S'g_b1 = T.grad(err, self.b1)'
tp4913
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4914
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4915
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4916
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4917
aasbsg20
Nsg47
g1
(g162
g3
NtRp4918
(dp4919
g15
(lp4920
g1
(g29
g3
NtRp4921
(dp4922
g32
S'auto_1961'
p4923
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4924
(dp4925
g38
(lp4926
(lp4927
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4928
a(g44
I44
g45
S'g_b1 = T.grad(err, self.b1)'
tp4929
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4930
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4931
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4932
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4933
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4934
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4935
aasbsg20
Nsg47
g1
(g162
g3
NtRp4936
(dp4937
g15
(lp4938
g1
(g29
g3
NtRp4939
(dp4940
g32
S'auto_1960'
p4941
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4942
(dp4943
g38
(lp4944
(lp4945
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4946
a(g44
I44
g45
S'g_b1 = T.grad(err, self.b1)'
tp4947
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4948
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4949
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4950
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4951
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4952
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4953
aasbsg20
Nsg47
g1
(g162
g3
NtRp4954
(dp4955
g15
(lp4956
g1
(g29
g3
NtRp4957
(dp4958
g32
S'auto_1959'
p4959
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4960
(dp4961
g38
(lp4962
(lp4963
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp4964
a(g44
I44
g45
S'g_b1 = T.grad(err, self.b1)'
tp4965
a(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4966
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4967
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4968
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4969
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4970
a(g1658
I1065
g1659
S'new_output_grads.append(og.astype(o_dt))'
tp4971
aasbsg20
Nsg47
g1
(g162
g3
NtRp4972
(dp4973
g15
(lp4974
g1
(g29
g3
NtRp4975
(dp4976
g32
S'auto_1958'
p4977
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4978
(dp4979
g38
(lp4980
(lp4981
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp4982
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp4983
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4984
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4985
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4986
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp4987
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp4988
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp4989
aasbsg20
Nsg47
g1
(g162
g3
NtRp4990
(dp4991
g15
(lp4992
g1
(g29
g3
NtRp4993
(dp4994
g32
S'auto_1957'
p4995
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p4996
(dp4997
g38
(lp4998
(lp4999
(g1615
I561
g1616
S'grad_dict, wrt, cost_name)'
tp5000
a(g1618
I1324
g1619
S'rval = [access_grad_cache(elem) for elem in wrt]'
tp5001
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5002
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5003
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5004
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5005
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5006
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5007
aasbsg20
Nsg47
g1
(g162
g3
NtRp5008
(dp5009
g15
(lp5010
g1
(g29
g3
NtRp5011
(dp5012
g32
S'auto_1956'
p5013
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5014
(dp5015
g38
(lp5016
(lp5017
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5018
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5019
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5020
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5021
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5022
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5023
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5024
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5025
aasbsg20
Nsg47
g1
(g162
g3
NtRp5026
(dp5027
g15
(lp5028
g1
(g29
g3
NtRp5029
(dp5030
g32
S'auto_1951'
p5031
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5032
(dp5033
g38
(lp5034
(lp5035
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5036
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5037
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5038
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5039
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5040
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5041
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5042
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5043
aasbsg20
Nsg47
g1
(g162
g3
NtRp5044
(dp5045
g15
(lp5046
g1
(g29
g3
NtRp5047
(dp5048
g32
S'auto_1947'
p5049
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5050
(dp5051
g38
(lp5052
(lp5053
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5054
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5055
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5056
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5057
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5058
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5059
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5060
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5061
aasbsg20
Nsg47
g1
(g162
g3
NtRp5062
(dp5063
g15
(lp5064
g1
(g29
g3
NtRp5065
(dp5066
g32
S'auto_1946'
p5067
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5068
(dp5069
g38
(lp5070
(lp5071
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5072
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5073
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5074
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5075
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5076
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5077
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5078
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5079
aasbsg20
Nsg47
g1
(g162
g3
NtRp5080
(dp5081
g15
(lp5082
g1837
ag1
(g29
g3
NtRp5083
(dp5084
g32
S'auto_1945'
p5085
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5086
(dp5087
g38
(lp5088
(lp5089
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5090
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5091
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5092
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5093
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5094
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5095
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5096
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5097
aasbsg20
Nsg47
g1
(g162
g3
NtRp5098
(dp5099
g15
(lp5100
g1
(g29
g3
NtRp5101
(dp5102
g32
S'auto_1944'
p5103
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5104
(dp5105
g38
(lp5106
(lp5107
(g41
I86
g42
S'mlp = MLP(2, 4, 2)'
tp5108
a(g44
I44
g45
S'g_b1 = T.grad(err, self.b1)'
tp5109
a(g1615
I473
g1616
S'g_cost = _float_ones_like(cost)'
tp5110
a(g2091
I1345
g2092
S'rval = tensor.ones_like(x)'
tp5111
aasbsg20
Nsg47
g1
(g162
g3
NtRp5112
(dp5113
g15
(lp5114
g2097
ag2316
asg35
(itheano.gof.utils
scratchpad
p5115
(dp5116
bsg187
(lp5117
g5101
asg193
g2328
sbsg48
g1
(g49
g3
NtRp5118
(dp5119
g52
(tsg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5120
(dp5121
bsg187
(lp5122
g5083
asg193
g1
(g1178
g3
NtRp5123
(dp5124
g1181
(lp5125
sg252
(lp5126
sg250
(lp5127
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp5128
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5129
(dp5130
g52
(I01
I01
tp5131
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5132
(dp5133
bsg187
(lp5134
g5065
asg193
g1
(g381
g3
NtRp5135
(dp5136
g20
Nsg384
g2331
sg459
(dp5137
sg462
Nsg463
(dp5138
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5139
(dp5140
g52
(I00
I00
tp5141
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag2011
asg35
(itheano.gof.utils
scratchpad
p5142
(dp5143
bsg187
(lp5144
g5047
asg193
g1
(g381
g3
NtRp5145
(dp5146
g20
Nsg384
g2300
sg459
(dp5147
sg462
g2306
sg463
(dp5148
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5149
(dp5150
g52
(I00
I00
tp5151
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp5152
(dp5153
g32
S'auto_1950'
p5154
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5155
(dp5156
g38
(lp5157
(lp5158
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5159
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5160
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5161
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5162
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5163
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5164
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5165
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5166
aasbsg20
Nsg47
g1
(g162
g3
NtRp5167
(dp5168
g15
(lp5169
g1849
ag1
(g29
g3
NtRp5170
(dp5171
g32
S'auto_1949'
p5172
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5173
(dp5174
g38
(lp5175
(lp5176
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5177
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5178
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5179
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5180
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5181
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5182
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5183
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5184
aasbsg20
Nsg47
g1
(g162
g3
NtRp5185
(dp5186
g15
(lp5187
g2011
ag1
(g29
g3
NtRp5188
(dp5189
g32
S'auto_1948'
p5190
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5191
(dp5192
g38
(lp5193
(lp5194
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5195
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5196
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5197
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5198
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5199
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5200
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5201
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5202
aasbsg20
Nsg47
g1
(g162
g3
NtRp5203
(dp5204
g15
(lp5205
g2429
asg35
(itheano.gof.utils
scratchpad
p5206
(dp5207
bsg187
(lp5208
g5188
asg193
g1
(g1178
g3
NtRp5209
(dp5210
g1181
(lp5211
sg252
(lp5212
sg250
(lp5213
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp5214
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5215
(dp5216
g52
(I01
I01
tp5217
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5218
(dp5219
bsg187
(lp5220
g5170
asg193
g1
(g381
g3
NtRp5221
(dp5222
g20
Nsg384
g1999
sg459
(dp5223
sg462
g2005
sg463
(dp5224
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5225
(dp5226
g52
(I01
I01
tp5227
sg54
g2460
sg56
g2032
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5228
(dp5229
bsg187
(lp5230
g5152
asg193
g1
(g381
g3
NtRp5231
(dp5232
g20
Nsg384
g2052
sg459
(dp5233
sg462
g2057
sg463
(dp5234
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5235
(dp5236
g52
(I00
I00
tp5237
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5238
(dp5239
bsg187
(lp5240
g5029
asg193
g1
(g381
g3
NtRp5241
(dp5242
g20
Nsg384
g2300
sg459
(dp5243
sg462
g2306
sg463
(dp5244
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5245
(dp5246
g52
(I00
I00
tp5247
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp5248
(dp5249
g32
S'auto_1955'
p5250
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5251
(dp5252
g38
(lp5253
(lp5254
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5255
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5256
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5257
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5258
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5259
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5260
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5261
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5262
aasbsg20
Nsg47
g1
(g162
g3
NtRp5263
(dp5264
g15
(lp5265
g1
(g29
g3
NtRp5266
(dp5267
g32
S'auto_1952'
p5268
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5269
(dp5270
g38
(lp5271
(lp5272
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5273
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5274
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5275
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5276
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5277
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5278
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5279
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5280
aasbsg20
Nsg47
g1
(g162
g3
NtRp5281
(dp5282
g15
(lp5283
g2429
asg35
(itheano.gof.utils
scratchpad
p5284
(dp5285
bsg187
(lp5286
g5266
asg193
g1
(g1178
g3
NtRp5287
(dp5288
g1181
(lp5289
sg252
(lp5290
sg250
(lp5291
I0
aI1
asg254
(tsg1185
I00
sg256
(S'x'
S'x'
tp5292
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5293
(dp5294
g52
(I01
I01
tp5295
sg54
g2436
sg56
g2032
sg59
I00
sg20
Nsbsbag1
(g29
g3
NtRp5296
(dp5297
g32
S'auto_1954'
p5298
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5299
(dp5300
g38
(lp5301
(lp5302
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5303
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5304
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5305
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5306
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5307
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5308
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5309
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5310
aasbsg20
Nsg47
g1
(g162
g3
NtRp5311
(dp5312
g15
(lp5313
g1
(g29
g3
NtRp5314
(dp5315
g32
S'auto_1953'
p5316
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p5317
(dp5318
g38
(lp5319
(lp5320
(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5321
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5322
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5323
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5324
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5325
a(g1658
I973
g1659
S'output_grads = [access_grad_cache(var) for var in node.outputs]'
tp5326
a(g1621
I1279
g1622
S'term = access_term_cache(node)[idx]'
tp5327
a(g1658
I1113
g1659
S'input_grads = node.op.grad(inputs, new_output_grads)'
tp5328
aasbsg20
Nsg47
g1
(g162
g3
NtRp5329
(dp5330
g15
(lp5331
g1869
asg35
(itheano.gof.utils
scratchpad
p5332
(dp5333
bsg187
(lp5334
g5314
asg193
g1
(g381
g3
NtRp5335
(dp5336
g20
Nsg384
g445
sg459
(dp5337
sg462
g1001
sg463
(dp5338
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5339
(dp5340
g52
(I00
I00
tp5341
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5342
(dp5343
bsg187
(lp5344
g5296
asg193
g1
(g381
g3
NtRp5345
(dp5346
g20
Nsg384
g2581
sg459
(dp5347
sg462
g2586
sg463
(dp5348
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5349
(dp5350
g52
(I00
I00
tp5351
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5352
(dp5353
bsg187
(lp5354
g5248
asg193
g1
(g381
g3
NtRp5355
(dp5356
g20
Nsg384
g1999
sg459
(dp5357
sg462
g2005
sg463
(dp5358
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp5359
(dp5360
g52
(I00
I00
tp5361
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5362
(dp5363
bsg187
(lp5364
g5011
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scratchpad
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scratchpad
p5400
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scratchpad
p5436
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scratchpad
p5442
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S'auto_1980'
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sg35
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scratchpad
p5470
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S'auto_2809'
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S'auto_2797'
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S'auto_2621'
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S'auto_1968'
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asg32
S'auto_3421'
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sg35
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scratchpad
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asg32
S'auto_2053'
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sg35
(itheano.gof.utils
scratchpad
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scratchpad
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S'auto_2522'
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scratchpad
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scratchpad
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S'Elemwise{sqr,no_inplace}'
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g2586
sg463
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I00
sg941
S"square of a\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
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tp5732
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S'float64'
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sg20
Nsbsg160
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(g5740
I0
tp5750
asg32
S'auto_2305'
p5751
sg35
(itheano.gof.utils
scratchpad
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g38
(lp5754
sg1014
cnumpy.core.multiarray
scalar
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S'\x00\x00\x00\x00\x00\x00\x00@'
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tS'b'
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scratchpad
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(lp5761
g5558
asg193
g2297
sbI2
tp5762
asg32
S'auto_3391'
p5763
sg35
(itheano.gof.utils
scratchpad
p5764
(dp5765
g38
(lp5766
sbsg47
g5620
sg48
g1
(g49
g3
NtRp5767
(dp5768
g52
(I00
I00
tp5769
sg54
g55
sg56
g58
sg59
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sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5770
(dp5771
bsg191
(dp5772
sg153
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sg187
(lp5773
g1
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(dp5785
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(lp5786
g1
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(dp5790
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sg54
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sg59
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sg20
Nsbsg160
(lp5792
(g5784
I0
tp5793
asg32
S'auto_2530'
p5794
sg35
(itheano.gof.utils
scratchpad
p5795
(dp5796
g38
(lp5797
sg1014
g5755
(g58
S'\x00\x00\x00\x00\x00\x00\x00@'
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S'\x00\x00\x00\x00\x00\x00\x00@'
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g5456
sg160
(lp5836
(g5831
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tp5837
asg32
S'auto_2025'
p5838
sg35
(itheano.gof.utils
scratchpad
p5839
(dp5840
g38
g470
sbsg47
g5541
sg48
g474
sbag5828
asg153
g5456
sg187
(lp5841
g5623
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(itheano.gof.utils
scratchpad
p5842
(dp5843
bsg191
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sg193
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(g389
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(dp5851
g32
S'auto_3368'
p5852
sg34
Nsg35
(itheano.gof.utils
scratchpad
p5853
(dp5854
bsg20
Nsg47
Nsg48
g396
sbag1
(g389
g3
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(dp5856
g32
S'auto_3369'
p5857
sg34
Nsg35
(itheano.gof.utils
scratchpad
p5858
(dp5859
bsg20
Nsg47
Nsg48
g403
sbasg405
(lp5860
S'%(nodename)s_subnode0'
p5861
aS'%(nodename)s_subnode1'
p5862
asg409
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sg20
S'Composite{tanh((i0 + i1))}'
p5863
sg411
(g396
g403
tp5864
sg187
(lp5865
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(g389
g3
NtRp5866
(dp5867
g32
S'auto_3371'
p5868
sg34
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sg35
(itheano.gof.utils
scratchpad
p5869
(dp5870
g38
(lp5871
sbsg20
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g3
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(dp5873
g15
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g3
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(dp5876
g32
S'auto_3370'
p5877
sg34
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sg35
(itheano.gof.utils
scratchpad
p5878
(dp5879
g38
(lp5880
sbsg20
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g1
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(dp5882
g15
(lp5883
g5850
ag5855
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(itheano.gof.utils
scratchpad
p5884
(dp5885
bsg187
(lp5886
g5875
asg193
g436
sbsg48
g396
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(itheano.gof.utils
scratchpad
p5887
(dp5888
bsg187
(lp5889
g5866
asg193
g445
sbsg48
g396
sbasg449
S'{\nnpy_float64 V%(id)s_tmp1;\nV%(id)s_tmp1 = %(i0)s + %(i1)s;\n%(o0)s = tanh(V%(id)s_tmp1);\n}\n'
p5890
sg451
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sg438
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(dp5893
g456
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sbsg197
g198
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assg462
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(dp5897
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ssg465
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sg197
g198
sbsbI1
tp5898
asg32
S'auto_2624'
p5899
sg35
(itheano.gof.utils
scratchpad
p5900
(dp5901
g38
(lp5902
sbsg47
g5824
sg48
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(dp5904
g52
(I01
I00
tp5905
sg54
g202
sg56
g74
sg59
I00
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5906
(dp5907
bsg191
(dp5908
sg193
g265
sbI0
tp5909
asg32
S'auto_2623'
p5910
sg35
(itheano.gof.utils
scratchpad
p5911
(dp5912
g38
(lp5913
sbsg47
g5817
sg48
g1
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g3
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(dp5915
g52
(I01
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tp5916
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p5917
(dp5918
bsg191
(dp5919
sg193
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(dp5921
g247
(dp5922
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(lp5924
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g198
sg254
g353
sg256
g354
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tp5926
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I0
tp5927
asg32
S'auto_1972'
p5928
sg35
(itheano.gof.utils
scratchpad
p5929
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Nsg48
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g5456
sg160
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tp5964
asg32
S'auto_2011'
p5965
sg35
(itheano.gof.utils
scratchpad
p5966
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g38
g552
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g5462
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g5456
sg187
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g5544
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scratchpad
p5969
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bsg191
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S'auto_3356'
p5979
sg34
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(itheano.gof.utils
scratchpad
p5980
(dp5981
bsg20
Nsg47
Nsg48
g396
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(g389
g3
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S'auto_3357'
p5984
sg34
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(itheano.gof.utils
scratchpad
p5985
(dp5986
bsg20
Nsg47
Nsg48
g403
sbasg405
(lp5987
S'%(nodename)s_subnode0'
p5988
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asg409
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sg20
S'Composite{tanh((i0 + i1))}'
p5990
sg411
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tp5991
sg187
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g3
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(dp5994
g32
S'auto_3359'
p5995
sg34
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sg35
(itheano.gof.utils
scratchpad
p5996
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g38
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S'auto_3358'
p6004
sg34
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sg35
(itheano.gof.utils
scratchpad
p6005
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sbsg20
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scratchpad
p6011
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bsg187
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g6002
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g396
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(itheano.gof.utils
scratchpad
p6014
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bsg187
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g5993
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g396
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S'{\nnpy_float64 V%(id)s_tmp1;\nV%(id)s_tmp1 = %(i0)s + %(i1)s;\n%(o0)s = tanh(V%(id)s_tmp1);\n}\n'
p6017
sg451
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g456
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g198
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tp6025
asg32
S'auto_2615'
p6026
sg35
(itheano.gof.utils
scratchpad
p6027
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g38
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sbsg47
g5951
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tp6032
sg54
g202
sg56
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sg59
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sg20
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(itheano.gof.utils
scratchpad
p6033
(dp6034
bsg191
(dp6035
sg193
g265
sbI0
tp6036
asg32
S'auto_2614'
p6037
sg35
(itheano.gof.utils
scratchpad
p6038
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sbsg47
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g52
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tp6043
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scratchpad
p6044
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bsg191
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sg256
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S'auto_1970'
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sg35
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scratchpad
p6056
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S'auto_2565'
p6062
sg35
(itheano.gof.utils
scratchpad
p6063
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g5456
sg160
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tp6072
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S'auto_2154'
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sg35
(itheano.gof.utils
scratchpad
p6074
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S'auto_2105'
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scratchpad
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scratchpad
p6103
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p6110
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scratchpad
p6158
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p6178
sg35
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scratchpad
p6179
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p6190
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I3
tp6202
a(g6141
I3
tp6203
asg32
S'auto_2557'
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sg35
(itheano.gof.utils
scratchpad
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sbsg1018
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tS'b'
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I1
tg74
I00
S'\n\xd7#<'
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sbasg153
g5456
sg187
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NtRp6211
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g34
I0
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tp6214
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S'auto_3320'
p6215
sg35
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scratchpad
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NtRp6219
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tp6221
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scratchpad
p6222
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bsg191
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g1
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GpuElemwise
p6225
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g463
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I0
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ssg197
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sg384
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g1
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NtRp6232
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g32
S'auto_3302'
p6234
sg34
Nsg35
(itheano.gof.utils
scratchpad
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(dp6236
bsg20
Nsg47
Nsg48
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sbag1
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NtRp6237
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g32
S'auto_3303'
p6239
sg34
Nsg35
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scratchpad
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bsg20
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sbag1
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NtRp6242
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g32
S'auto_3304'
p6244
sg34
Nsg35
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scratchpad
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bsg20
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NtRp6247
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S'auto_3305'
p6249
sg34
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aS'%(nodename)s_subnode1'
p6254
aS'%(nodename)s_subnode2'
p6255
aS'%(nodename)s_subnode3'
p6256
aS'%(nodename)s_subnode4'
p6257
asg409
I4
sg20
S'Composite{(i0 - (i1 * (i2 + (i3 * sgn(i0)))))}'
p6258
sg411
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g403
g403
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sg187
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NtRp6261
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g32
S'auto_3310'
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sg34
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NtRp6270
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g32
S'auto_3309'
p6272
sg34
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scratchpad
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S'auto_3308'
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sg34
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g32
S'auto_3307'
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S'auto_3306'
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NtRp6303
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g6297
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Sgn
p6309
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g438
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p6312
sg197
g198
sg20
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p6313
sbsbsg48
g403
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scratchpad
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bsg187
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g6288
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bsg187
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g6270
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bsg187
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S'{\nnpy_float32 V%(id)s_tmp1;\nV%(id)s_tmp1 = (%(i0)s > 0) ? 1. : ((%(i0)s < 0) ? -1. : (isnan(%(i0)s) ? NAN : 0.));\nnpy_float32 V%(id)s_tmp2;\nV%(id)s_tmp2 = %(i3)s * V%(id)s_tmp1;\nnpy_float32 V%(id)s_tmp3;\nV%(id)s_tmp3 = %(i2)s + V%(id)s_tmp2;\nnpy_float32 V%(id)s_tmp4;\nV%(id)s_tmp4 = %(i1)s * V%(id)s_tmp3;\n%(o0)s = %(i0)s - V%(id)s_tmp4;\n}\n'
p6326
sg451
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tp6327
sg438
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NtRp6328
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tp6330
sbsg197
g198
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I01
sg463
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tp6338
a(g6141
I1
tp6339
asg32
S'auto_2544'
p6340
sg35
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scratchpad
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g38
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sbsg1018
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tS'b'
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I1
tg74
I00
S'\x00\x00\x80>'
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ag6196
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g5456
sg187
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g34
I0
sg20
Nsg153
g5456
sg160
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tp6350
asg32
S'auto_3353'
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sg35
(itheano.gof.utils
scratchpad
p6352
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g38
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sbsg47
g6141
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NtRp6355
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g52
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I00
tp6357
sg20
Nsbsbasg35
(itheano.gof.utils
scratchpad
p6358
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bsg191
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sg193
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g32
S'auto_3335'
p6369
sg34
Nsg35
(itheano.gof.utils
scratchpad
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(dp6371
bsg20
Nsg47
Nsg48
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sbag1
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g3
NtRp6372
(dp6373
g32
S'auto_3336'
p6374
sg34
Nsg35
(itheano.gof.utils
scratchpad
p6375
(dp6376
bsg20
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g403
sbag1
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g3
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g32
S'auto_3337'
p6379
sg34
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g32
S'auto_3338'
p6384
sg34
Nsg35
(itheano.gof.utils
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bsg20
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(lp6387
S'%(nodename)s_subnode0'
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aS'%(nodename)s_subnode1'
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aS'%(nodename)s_subnode2'
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aS'%(nodename)s_subnode3'
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aS'%(nodename)s_subnode4'
p6392
asg409
I4
sg20
S'Composite{(i0 - (i1 * (i2 + (i3 * sgn(i0)))))}'
p6393
sg411
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g403
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sg187
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g3
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g32
S'auto_3343'
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sg34
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scratchpad
p6399
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scratchpad
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g32
S'auto_3341'
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sg34
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scratchpad
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sg34
I0
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g32
S'auto_3339'
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sg34
I0
sg35
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p6435
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sbsg20
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g3
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sbsg48
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scratchpad
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bsg187
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g2300
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bsg187
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g6414
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bsg187
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g6405
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g2300
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(dp6454
bsg187
(lp6455
g6396
asg193
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sbsg48
g403
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S'{\nnpy_float32 V%(id)s_tmp1;\nV%(id)s_tmp1 = (%(i0)s > 0) ? 1. : ((%(i0)s < 0) ? -1. : (isnan(%(i0)s) ? NAN : 0.));\nnpy_float32 V%(id)s_tmp2;\nV%(id)s_tmp2 = %(i3)s * V%(id)s_tmp1;\nnpy_float32 V%(id)s_tmp3;\nV%(id)s_tmp3 = %(i2)s + V%(id)s_tmp2;\nnpy_float32 V%(id)s_tmp4;\nV%(id)s_tmp4 = %(i1)s * V%(id)s_tmp3;\n%(o0)s = %(i0)s - V%(id)s_tmp4;\n}\n'
p6456
sg451
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tp6457
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tp6465
asg32
S'auto_2545'
p6466
sg35
(itheano.gof.utils
scratchpad
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g38
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sbsg47
g6134
sg48
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g3
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I00
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sg20
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scratchpad
p6473
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bsg191
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g2809
sbI0
tp6476
asg32
S'auto_2111'
p6477
sg35
(itheano.gof.utils
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p6478
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g38
g1669
sbsg47
g6127
sg48
g2802
sbasg35
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scratchpad
p6480
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bsg191
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sg193
g2782
sbI0
tp6483
asg32
S'auto_2417'
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sg35
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scratchpad
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g3
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scratchpad
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Dot22
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g198
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tp6497
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S'auto_3417'
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sg35
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scratchpad
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scratchpad
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S'auto_2603'
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p6746
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S'auto_2514'
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scratchpad
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p6761
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scratchpad
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scratchpad
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scratchpad
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scratchpad
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scratchpad
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scratchpad
p6948
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values_eq_approx_remove_inf_nan
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p6957
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scratchpad
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scratchpad
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scratchpad
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S'auto_1983'
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sg34
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S'auto_3231'
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tp7609
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sg34
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sg411
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sg187
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g1
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sg34
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sg34
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g6838
sbsg20
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g3
NtRp7886
(dp7887
g20
Nsg384
g1
(g385
g3
NtRp7888
(dp7889
g15
(lp7890
g1
(g389
g3
NtRp7891
(dp7892
g32
S'auto_2855'
p7893
sg34
Nsg35
(itheano.gof.utils
scratchpad
p7894
(dp7895
bsg20
Nsg47
Nsg48
g396
sbag1
(g389
g3
NtRp7896
(dp7897
g32
S'auto_2856'
p7898
sg34
Nsg35
(itheano.gof.utils
scratchpad
p7899
(dp7900
bsg20
Nsg47
Nsg48
g396
sbag1
(g389
g3
NtRp7901
(dp7902
g32
S'auto_2857'
p7903
sg34
Nsg35
(itheano.gof.utils
scratchpad
p7904
(dp7905
bsg20
Nsg47
Nsg48
g396
sbasg405
(lp7906
S'%(nodename)s_subnode0'
p7907
aS'%(nodename)s_subnode1'
p7908
aS'%(nodename)s_subnode2'
p7909
asg409
I3
sg20
S'Composite{(i0 * (i1 - sqr(i2)))}'
p7910
sg411
(g396
g396
g396
tp7911
sg187
(lp7912
g1
(g389
g3
NtRp7913
(dp7914
g32
S'auto_2861'
p7915
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p7916
(dp7917
g38
g6900
sbsg20
Nsg47
g1
(g162
g3
NtRp7918
(dp7919
g15
(lp7920
g7891
ag1
(g389
g3
NtRp7921
(dp7922
g32
S'auto_2860'
p7923
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p7924
(dp7925
g38
g6909
sbsg20
Nsg47
g1
(g162
g3
NtRp7926
(dp7927
g15
(lp7928
g7896
ag1
(g389
g3
NtRp7929
(dp7930
g32
S'auto_2859'
p7931
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p7932
(dp7933
g38
g6918
sbsg20
Nsg47
g1
(g162
g3
NtRp7934
(dp7935
g15
(lp7936
g7901
asg35
(itheano.gof.utils
scratchpad
p7937
(dp7938
bsg187
(lp7939
g7929
asg193
g2581
sbsg48
g396
sbasg35
(itheano.gof.utils
scratchpad
p7940
(dp7941
bsg187
(lp7942
g7921
asg193
g1999
sbsg48
g396
sbasg35
(itheano.gof.utils
scratchpad
p7943
(dp7944
bsg187
(lp7945
g7913
asg193
g2300
sbsg48
g396
sbasg449
S'{\nnpy_float64 V%(id)s_tmp1;\nV%(id)s_tmp1 = %(i2)s * %(i2)s;\nnpy_float64 V%(id)s_tmp2;\nV%(id)s_tmp2 = %(i1)s - V%(id)s_tmp1;\n%(o0)s = %(i0)s * V%(id)s_tmp2;\n}\n'
p7946
sg451
(g396
tp7947
sg197
g198
sg458
I1
sbsg459
(dp7948
sg462
Nsg463
(dp7949
sg465
I00
sg197
g198
sbsbsg48
g1
(g49
g3
NtRp7950
(dp7951
g52
(I00
I00
tp7952
sg54
g55
sg56
g58
sg59
I00
sg20
Nsbsbag632
((ltRp7953
aa(lp7954
g1
(g29
g3
NtRp7955
(dp7956
g34
I0
sg20
Nsg153
g5456
sg160
(lp7957
sg32
S'auto_2054'
p7958
sg35
(itheano.gof.utils
scratchpad
p7959
(dp7960
g38
g2102
sbsg47
g1
(g162
g3
NtRp7961
(dp7962
g15
(lp7963
g5651
ag5657
asg153
g5456
sg187
(lp7964
g7955
asg35
(itheano.gof.utils
scratchpad
p7965
(dp7966
bsg191
(dp7967
sg193
g933
sbsg48
g2314
sbag632
((ltRp7968
aa(lp7969
g5808
ag632
((lp7970
(lp7971
g5811
aI1
aatRp7972
aa(lp7973
g6153
ag632
((lp7974
(lp7975
g6150
aI1
aatRp7976
aa(lp7977
g6080
ag632
((lp7978
(lp7979
g6077
aI1
aatRp7980
aa(lp7981
g6124
ag632
((lp7982
(lp7983
g6127
aI1
aatRp7984
aa(lp7985
g5931
ag632
((lp7986
(lp7987
g5811
aI1
aa(lp7988
g5938
aI1
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aa(lp7990
g1
(g221
g3
NtRp7991
(dp7992
g34
I0
sg20
Nsg153
g5456
sg160
(lp7993
sg32
S'auto_3221'
p7994
sg35
(itheano.gof.utils
scratchpad
p7995
(dp7996
g38
(lp7997
sbsg47
g1
(g162
g3
NtRp7998
(dp7999
g15
(lp8000
g5814
ag5931
ag5808
asg153
g5456
sg187
(lp8001
g7991
asg35
(itheano.gof.utils
scratchpad
p8002
(dp8003
bsg191
(dp8004
sg193
g1
(g6225
g3
NtRp8005
(dp8006
g463
(dp8007
sg197
g198
sg384
g1
(g385
g3
NtRp8008
(dp8009
g15
(lp8010
g1
(g389
g3
NtRp8011
(dp8012
g32
S'auto_3211'
p8013
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8014
(dp8015
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8016
(dp8017
g32
S'auto_3212'
p8018
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8019
(dp8020
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8021
(dp8022
g32
S'auto_3213'
p8023
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8024
(dp8025
bsg20
Nsg47
Nsg48
g403
sbasg405
(lp8026
S'%(nodename)s_subnode0'
p8027
aS'%(nodename)s_subnode1'
p8028
asg409
I3
sg20
S'Composite{(i0 - (i1 * i2))}'
p8029
sg411
(g403
g403
g403
tp8030
sg187
(lp8031
g1
(g389
g3
NtRp8032
(dp8033
g32
S'auto_3215'
p8034
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8035
(dp8036
g38
g6652
sbsg20
Nsg47
g1
(g162
g3
NtRp8037
(dp8038
g15
(lp8039
g8011
ag1
(g389
g3
NtRp8040
(dp8041
g32
S'auto_3214'
p8042
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8043
(dp8044
g38
g6661
sbsg20
Nsg47
g1
(g162
g3
NtRp8045
(dp8046
g15
(lp8047
g8016
ag8021
asg35
(itheano.gof.utils
scratchpad
p8048
(dp8049
bsg187
(lp8050
g8040
asg193
g2300
sbsg48
g403
sbasg35
(itheano.gof.utils
scratchpad
p8051
(dp8052
bsg187
(lp8053
g8032
asg193
g1999
sbsg48
g403
sbasg449
S'{\nnpy_float32 V%(id)s_tmp1;\nV%(id)s_tmp1 = %(i1)s * %(i2)s;\n%(o0)s = %(i0)s - V%(id)s_tmp1;\n}\n'
p8054
sg451
(g403
tp8055
sg197
g198
sg458
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sbsg6331
I01
sg459
(dp8056
sg6334
g1
(g6335
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NtRp8057
(dp8058
g384
g8008
sg6331
I01
sg463
g8007
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(g77
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(dp8060
g52
(I00
tp8061
sg20
Nsbsbag632
((ltRp8062
aa(lp8063
g6144
ag632
((lp8064
(lp8065
g6150
aI1
aa(lp8066
g6141
aI1
aatRp8067
aa(lp8068
g6196
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((lp8069
(lp8070
g6150
aI1
aa(lp8071
g6141
aI1
aatRp8072
aa(lp8073
g1
(g221
g3
NtRp8074
(dp8075
g34
I0
sg20
Nsg153
g5456
sg160
(lp8076
sg32
S'auto_3187'
p8077
sg35
(itheano.gof.utils
scratchpad
p8078
(dp8079
g38
(lp8080
sbsg47
g1
(g162
g3
NtRp8081
(dp8082
g15
(lp8083
g5531
ag6144
ag6153
ag6196
asg153
g5456
sg187
(lp8084
g8074
asg35
(itheano.gof.utils
scratchpad
p8085
(dp8086
bsg191
(dp8087
sg193
g1
(g6225
g3
NtRp8088
(dp8089
g463
(dp8090
sg197
g198
sg384
g1
(g385
g3
NtRp8091
(dp8092
g15
(lp8093
g1
(g389
g3
NtRp8094
(dp8095
g32
S'auto_3168'
p8096
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8097
(dp8098
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8099
(dp8100
g32
S'auto_3169'
p8101
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8102
(dp8103
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8104
(dp8105
g32
S'auto_3170'
p8106
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8107
(dp8108
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8109
(dp8110
g32
S'auto_3171'
p8111
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8112
(dp8113
bsg20
Nsg47
Nsg48
g403
sbasg405
(lp8114
S'%(nodename)s_subnode0'
p8115
aS'%(nodename)s_subnode1'
p8116
aS'%(nodename)s_subnode2'
p8117
aS'%(nodename)s_subnode3'
p8118
aS'%(nodename)s_subnode4'
p8119
asg409
I4
sg20
S'Composite{(i0 - (i1 * (i2 + (i3 * sgn(i0)))))}'
p8120
sg411
(g403
g403
g403
g403
tp8121
sg187
(lp8122
g1
(g389
g3
NtRp8123
(dp8124
g32
S'auto_3177'
p8125
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8126
(dp8127
g38
g6266
sbsg20
Nsg47
g1
(g162
g3
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(dp8129
g15
(lp8130
g8094
ag1
(g389
g3
NtRp8131
(dp8132
g32
S'auto_3176'
p8133
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8134
(dp8135
g38
g6275
sbsg20
Nsg47
g1
(g162
g3
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(dp8137
g15
(lp8138
g8099
ag1
(g389
g3
NtRp8139
(dp8140
g32
S'auto_3175'
p8141
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8142
(dp8143
g38
g6284
sbsg20
Nsg47
g1
(g162
g3
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(dp8145
g15
(lp8146
g8104
ag1
(g389
g3
NtRp8147
(dp8148
g32
S'auto_3174'
p8149
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8150
(dp8151
g38
g6293
sbsg20
Nsg47
g1
(g162
g3
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(dp8153
g15
(lp8154
g8109
ag1
(g389
g3
NtRp8155
(dp8156
g32
S'auto_3173'
p8157
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8158
(dp8159
g38
g6302
sbsg20
Nsg47
g1
(g162
g3
NtRp8160
(dp8161
g15
(lp8162
g8094
asg35
(itheano.gof.utils
scratchpad
p8163
(dp8164
bsg187
(lp8165
g8155
asg193
g6310
sbsg48
g403
sbasg35
(itheano.gof.utils
scratchpad
p8166
(dp8167
bsg187
(lp8168
g8147
asg193
g2300
sbsg48
g403
sbasg35
(itheano.gof.utils
scratchpad
p8169
(dp8170
bsg187
(lp8171
g8139
asg193
g436
sbsg48
g403
sbasg35
(itheano.gof.utils
scratchpad
p8172
(dp8173
bsg187
(lp8174
g8131
asg193
g2300
sbsg48
g403
sbasg35
(itheano.gof.utils
scratchpad
p8175
(dp8176
bsg187
(lp8177
g8123
asg193
g1999
sbsg48
g403
sbasg449
S'{\nnpy_float32 V%(id)s_tmp1;\nV%(id)s_tmp1 = (%(i0)s > 0) ? 1. : ((%(i0)s < 0) ? -1. : (isnan(%(i0)s) ? NAN : 0.));\nnpy_float32 V%(id)s_tmp2;\nV%(id)s_tmp2 = %(i3)s * V%(id)s_tmp1;\nnpy_float32 V%(id)s_tmp3;\nV%(id)s_tmp3 = %(i2)s + V%(id)s_tmp2;\nnpy_float32 V%(id)s_tmp4;\nV%(id)s_tmp4 = %(i1)s * V%(id)s_tmp3;\n%(o0)s = %(i0)s - V%(id)s_tmp4;\n}\n'
p8178
sg451
(g403
tp8179
sg197
g198
sg458
I1
sbsg6331
I01
sg459
(dp8180
sg6334
g1
(g6335
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NtRp8181
(dp8182
g384
g8091
sg6331
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sg463
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g52
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I00
tp8185
sg20
Nsbsbag632
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aa(lp8187
g6069
ag632
((lp8188
(lp8189
g6066
aI1
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aa(lp8191
g6131
ag632
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(lp8193
g6134
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aa(lp8195
g6058
ag632
((lp8196
(lp8197
g5938
aI1
aatRp8198
aa(lp8199
g6138
ag632
((lp8200
(lp8201
g6141
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aatRp8202
aa(lp8203
g1
(g221
g3
NtRp8204
(dp8205
g34
I0
sg20
Nsg153
g5456
sg160
(lp8206
sg32
S'auto_3092'
p8207
sg35
(itheano.gof.utils
scratchpad
p8208
(dp8209
g38
(lp8210
sbsg47
g1
(g162
g3
NtRp8211
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g15
(lp8213
g5941
ag5931
ag6058
asg153
g5456
sg187
(lp8214
g8204
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(itheano.gof.utils
scratchpad
p8215
(dp8216
bsg191
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sg193
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g463
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sg197
g198
sg384
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g15
(lp8223
g1
(g389
g3
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(dp8225
g32
S'auto_3082'
p8226
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8227
(dp8228
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8229
(dp8230
g32
S'auto_3083'
p8231
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8232
(dp8233
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8234
(dp8235
g32
S'auto_3084'
p8236
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8237
(dp8238
bsg20
Nsg47
Nsg48
g403
sbasg405
(lp8239
S'%(nodename)s_subnode0'
p8240
aS'%(nodename)s_subnode1'
p8241
asg409
I3
sg20
S'Composite{(i0 - (i1 * i2))}'
p8242
sg411
(g403
g403
g403
tp8243
sg187
(lp8244
g1
(g389
g3
NtRp8245
(dp8246
g32
S'auto_3086'
p8247
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8248
(dp8249
g38
g6570
sbsg20
Nsg47
g1
(g162
g3
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(dp8251
g15
(lp8252
g8224
ag1
(g389
g3
NtRp8253
(dp8254
g32
S'auto_3085'
p8255
sg34
I0
sg35
(itheano.gof.utils
scratchpad
p8256
(dp8257
g38
g6579
sbsg20
Nsg47
g1
(g162
g3
NtRp8258
(dp8259
g15
(lp8260
g8229
ag8234
asg35
(itheano.gof.utils
scratchpad
p8261
(dp8262
bsg187
(lp8263
g8253
asg193
g2300
sbsg48
g403
sbasg35
(itheano.gof.utils
scratchpad
p8264
(dp8265
bsg187
(lp8266
g8245
asg193
g1999
sbsg48
g403
sbasg449
S'{\nnpy_float32 V%(id)s_tmp1;\nV%(id)s_tmp1 = %(i1)s * %(i2)s;\n%(o0)s = %(i0)s - V%(id)s_tmp1;\n}\n'
p8267
sg451
(g403
tp8268
sg197
g198
sg458
I1
sbsg6331
I01
sg459
(dp8269
sg6334
g1
(g6335
g3
NtRp8270
(dp8271
g384
g8221
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I01
sg463
g8220
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g1
(g77
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(dp8273
g52
(I00
tp8274
sg20
Nsbsbag632
((ltRp8275
aa(lp8276
g1
(g221
g3
NtRp8277
(dp8278
g34
I0
sg20
Nsg153
g5456
sg160
(lp8279
sg32
S'auto_3058'
p8280
sg35
(itheano.gof.utils
scratchpad
p8281
(dp8282
g38
(lp8283
sbsg47
g1
(g162
g3
NtRp8284
(dp8285
g15
(lp8286
g5475
ag6144
ag6138
ag6196
asg153
g5456
sg187
(lp8287
g8277
asg35
(itheano.gof.utils
scratchpad
p8288
(dp8289
bsg191
(dp8290
sg193
g1
(g6225
g3
NtRp8291
(dp8292
g463
(dp8293
sg197
g198
sg384
g1
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g3
NtRp8294
(dp8295
g15
(lp8296
g1
(g389
g3
NtRp8297
(dp8298
g32
S'auto_3039'
p8299
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8300
(dp8301
bsg20
Nsg47
Nsg48
g403
sbag1
(g389
g3
NtRp8302
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g32
S'auto_3040'
p8304
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8305
(dp8306
bsg20
Nsg47
Nsg48
g403
sbag1
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g3
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(dp8308
g32
S'auto_3041'
p8309
sg34
Nsg35
(itheano.gof.utils
scratchpad
p8310
(dp8311
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Nsg47
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scratchpad
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S'auto_2317'
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scratchpad
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scratchpad
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scratchpad
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scratchpad
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scratchpad
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scratchpad
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g6951
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S'auto_2193'
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(itheano.gof.utils
scratchpad
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sbsg47
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g9606
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scratchpad
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S"sign of a\n\n    Generalizes a scalar op to tensors.\n\n    All the inputs must have the same number of dimensions. When the\n    Op is performed, for each dimension, each input's size for that\n    dimension must be the same. As a special case, it can also be 1\n    but only if the input's broadcastable flag is True for that\n    dimension. In that case, the tensor is (virtually) replicated\n    along that dimension to match the size of the others.\n\n    The dtypes of the outputs mirror those of the scalar Op that is\n    being generalized to tensors. In particular, if the calculations\n    for an output are done inplace on an input, the output type must\n    be the same as the corresponding input type (see the doc of\n    scalar.ScalarOp to get help about controlling the output type)\n\n    Parameters\n    ----------\n    scalar_op\n        An instance of a subclass of scalar.ScalarOp which works uniquely\n        on scalars.\n    inplace_pattern\n        A dictionary that maps the index of an output to the\n        index of an input so the output is calculated inplace using\n        the input's storage. (Just like destroymap, but without the lists.)\n    nfunc_spec\n        Either None or a tuple of three elements,\n        (nfunc_name, nin, nout) such that getattr(numpy, nfunc_name)\n        implements this operation, takes nin inputs and nout outputs.\n        Note that nin cannot always be inferred from the scalar op's\n        own nin field because that value is sometimes 0 (meaning a\n        variable number of inputs), whereas the numpy function may\n        not have varargs.\n\n    Examples\n    --------\n    Elemwise(add) # represents + on tensors (x + y)\n    Elemwise(add, {0 : 0}) # represents the += operation (x += y)\n    Elemwise(add, {0 : 1}) # represents += on the second argument (y += x)\n    Elemwise(mul)(rand(10, 5), rand(1, 5)) # the second input is completed\n    # along the first dimension to match the first input\n    Elemwise(true_div)(rand(10, 5), rand(10, 1)) # same but along the\n    # second dimension\n    Elemwise(int_div)(rand(1, 5), rand(10, 1)) # the output has size (10, 5)\n    Elemwise(log)(rand(3, 4, 5))\n\n    "
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sg197
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Nsg153
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sg35
(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
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bsg191
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(lp10847
sg32
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(itheano.gof.utils
scratchpad
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(dp10850
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g2398
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(lp10853
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ag9490
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(itheano.gof.utils
scratchpad
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(dp10856
bsg191
(dp10857
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(lp10861
sg32
S'auto_2340'
p10862
sg35
(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
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(dp10873
g1014
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S'\x00\x00\x00\x00\x00\x00\x00@'
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(lp10879
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(itheano.gof.utils
scratchpad
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(dp10881
bsg191
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sg193
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(lp10895
sg32
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p10896
sg35
(itheano.gof.utils
scratchpad
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g4865
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(itheano.gof.utils
scratchpad
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(dp10904
bsg191
(dp10905
sg193
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Nsg153
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(lp10909
sg32
S'auto_2539'
p10910
sg35
(itheano.gof.utils
scratchpad
p10911
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sg20
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(lp10919
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p10920
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(itheano.gof.utils
scratchpad
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sg32
S'auto_2552'
p10930
sg35
(itheano.gof.utils
scratchpad
p10931
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NtRp10934
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g6196
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g10927
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(itheano.gof.utils
scratchpad
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(dp10939
bsg191
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sg193
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(itheano.gof.utils
scratchpad
p10951
(dp10952
bsg191
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sg193
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g10907
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(itheano.gof.utils
scratchpad
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(dp10965
bsg191
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sg20
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g5456
sg160
(lp10979
sg32
S'auto_2126'
p10980
sg35
(itheano.gof.utils
scratchpad
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g3200
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g5456
sg160
(lp10988
sg32
S'auto_2122'
p10989
sg35
(itheano.gof.utils
scratchpad
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(dp10991
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g3216
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(dp10993
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g10382
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g10986
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(itheano.gof.utils
scratchpad
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(dp10997
bsg191
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sg193
g3904
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g3910
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g5456
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(lp10999
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(itheano.gof.utils
scratchpad
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(dp11001
bsg191
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sg193
g2809
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(lp11008
sg32
S'auto_2262'
p11009
sg35
(itheano.gof.utils
scratchpad
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g34
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sg20
Nsg153
g5456
sg160
(lp11018
sg32
S'auto_2261'
p11019
sg35
(itheano.gof.utils
scratchpad
p11020
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g1
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(dp11024
g15
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g9078
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g11016
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(itheano.gof.utils
scratchpad
p11027
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bsg191
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sg56
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g11006
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(itheano.gof.utils
scratchpad
p11033
(dp11034
bsg191
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sg193
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sg20
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g5456
sg160
(lp11047
sg32
S'auto_2127'
p11048
sg35
(itheano.gof.utils
scratchpad
p11049
(dp11050
g38
g1566
sbsg47
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g15
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g9988
ag10743
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g11045
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(itheano.gof.utils
scratchpad
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(dp11056
bsg191
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sg193
g2297
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g3075
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g9032
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g34
I0
sg20
Nsg153
g5456
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(lp11061
sg32
S'auto_2534'
p11062
sg35
(itheano.gof.utils
scratchpad
p11063
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g38
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sbsg47
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g15
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g5475
ag10907
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g5456
sg187
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g11059
asg35
(itheano.gof.utils
scratchpad
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(dp11071
bsg191
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sg193
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g463
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sg197
g198
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sg6331
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sg463
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Nsbsb(g8723
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sg1
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g34
I0
sg20
Nsg153
g5456
sg160
(lp11085
sg32
S'auto_2550'
p11086
sg35
(itheano.gof.utils
scratchpad
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(dp11088
g38
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sbsg47
g1
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(dp11091
g15
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g9649
asg153
g5456
sg187
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g11083
asg35
(itheano.gof.utils
scratchpad
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(dp11095
bsg191
(dp11096
sg193
g2809
sbsg48
g6198
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g8713
tp11097
sg1
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g32
S'auto_2322'
p11100
sg34
Nsg35
(itheano.gof.utils
scratchpad
p11101
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sg1014
g5755
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S'\x00\x00\x00\x00\x00\x00\xf0?'
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g10411
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g8713
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sg5576
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g9032
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g34
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Nsg153
g5456
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(lp11114
sg32
S'auto_2005'
p11115
sg35
(itheano.gof.utils
scratchpad
p11116
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g38
g1167
sbsg47
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g9084
asg153
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g11112
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(itheano.gof.utils
scratchpad
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bsg191
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g1179
sbsg48
g1186
sb(g8713
g9097
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g5456
sg160
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sg32
S'auto_2284'
p11129
sg35
(itheano.gof.utils
scratchpad
p11130
(dp11131
g38
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sbsg47
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g9490
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g11126
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(itheano.gof.utils
scratchpad
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bsg191
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S'auto_2290'
p11148
sg35
(itheano.gof.utils
scratchpad
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scratchpad
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S'auto_2253'
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(itheano.gof.utils
scratchpad
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scratchpad
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S'auto_2128'
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(itheano.gof.utils
scratchpad
p11197
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g4821
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(itheano.gof.utils
scratchpad
p11203
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g5456
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S'auto_2131'
p11210
sg35
(itheano.gof.utils
scratchpad
p11211
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(itheano.gof.utils
scratchpad
p11217
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bsg191
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p11224
sg35
(itheano.gof.utils
scratchpad
p11225
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(itheano.gof.utils
scratchpad
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S'auto_2805'
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(itheano.gof.utils
scratchpad
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(dp11248
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(itheano.gof.utils
scratchpad
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(dp11255
bsg191
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(dp11258
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p11268
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(itheano.gof.utils
scratchpad
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(lp11271
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(dp11273
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
p11286
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S'auto_2561'
p11295
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(itheano.gof.utils
scratchpad
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(dp11297
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(itheano.gof.utils
scratchpad
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S'auto_2166'
p11313
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
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(lp11330
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S'auto_2588'
p11331
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(itheano.gof.utils
scratchpad
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(dp11333
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(itheano.gof.utils
scratchpad
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(dp11340
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S'auto_2348'
p11349
sg35
(itheano.gof.utils
scratchpad
p11350
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S'auto_2347'
p11359
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(itheano.gof.utils
scratchpad
p11360
(dp11361
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g11356
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
p11373
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S'auto_2232'
p11390
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(itheano.gof.utils
scratchpad
p11391
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(itheano.gof.utils
scratchpad
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S'auto_2373'
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
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S'auto_2129'
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(itheano.gof.utils
scratchpad
p11436
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g11432
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(itheano.gof.utils
scratchpad
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bsg191
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S'auto_2612'
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(itheano.gof.utils
scratchpad
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Nsg47
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(itheano.gof.utils
scratchpad
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S'auto_2613'
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
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S'auto_2258'
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(itheano.gof.utils
scratchpad
p11479
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S'auto_2275'
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
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S'auto_2582'
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(itheano.gof.utils
scratchpad
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Nsg153
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S'auto_2589'
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(itheano.gof.utils
scratchpad
p11519
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sbsg47
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(itheano.gof.utils
scratchpad
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S'auto_2010'
p11537
sg35
(itheano.gof.utils
scratchpad
p11538
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(itheano.gof.utils
scratchpad
p11544
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S'auto_2222'
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(itheano.gof.utils
scratchpad
p11552
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S'auto_2221'
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(itheano.gof.utils
scratchpad
p11562
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S'auto_2215'
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(itheano.gof.utils
scratchpad
p11571
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scratchpad
p11578
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scratchpad
p11605
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(itheano.gof.utils
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p11612
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scratchpad
p11627
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p11634
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sg32
S'auto_2177'
p11659
sg35
(itheano.gof.utils
scratchpad
p11660
(dp11661
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(dp11664
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(itheano.gof.utils
scratchpad
p11667
(dp11668
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S'auto_2281'
p11679
sg35
(itheano.gof.utils
scratchpad
p11680
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(itheano.gof.utils
scratchpad
p11687
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S'auto_2201'
p11703
sg35
(itheano.gof.utils
scratchpad
p11704
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(itheano.gof.utils
scratchpad
p11711
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S'auto_2189'
p11723
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(itheano.gof.utils
scratchpad
p11724
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g11720
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(itheano.gof.utils
scratchpad
p11731
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S'auto_2352'
p11746
sg35
(itheano.gof.utils
scratchpad
p11747
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g2381
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(itheano.gof.utils
scratchpad
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S'auto_2092'
p11764
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(itheano.gof.utils
scratchpad
p11765
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(itheano.gof.utils
scratchpad
p11771
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S'auto_2577'
p11778
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(itheano.gof.utils
scratchpad
p11779
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(itheano.gof.utils
scratchpad
p11786
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S'auto_2600'
p11802
sg35
(itheano.gof.utils
scratchpad
p11803
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Nsg153
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S'auto_2604'
p11812
sg35
(itheano.gof.utils
scratchpad
p11813
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(itheano.gof.utils
scratchpad
p11820
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(itheano.gof.utils
scratchpad
p11833
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sg35
(itheano.gof.utils
scratchpad
p11850
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
p11874
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
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(itheano.gof.utils
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(itheano.gof.utils
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S'auto_3355'
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(itheano.gof.utils
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(itheano.gof.utils
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sg35
(itheano.gof.utils
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(itheano.gof.utils
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p12602
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S'auto_2560'
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sg34
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
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S'auto_2598'
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(itheano.gof.utils
scratchpad
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Nsg47
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(itheano.gof.utils
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p12657
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S'auto_2567'
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sg34
I0
sg35
(itheano.gof.utils
scratchpad
p12673
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(itheano.gof.utils
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S'auto_2605'
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sg34
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sg35
(itheano.gof.utils
scratchpad
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Nsg47
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(itheano.gof.utils
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S'auto_2535'
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sg34
I0
sg35
(itheano.gof.utils
scratchpad
p12706
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(itheano.gof.utils
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S'auto_2574'
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sg34
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sg35
(itheano.gof.utils
scratchpad
p12725
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(itheano.gof.utils
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S'auto_2549'
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
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S'auto_3301'
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sg35
(itheano.gof.utils
scratchpad
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(itheano.gof.utils
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S'auto_3204'
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(itheano.gof.utils
scratchpad
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(itheano.gof.utils
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S'auto_2586'
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(itheano.gof.utils
scratchpad
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S'auto_2591'
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(itheano.gof.utils
scratchpad
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S'auto_2540'
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S'auto_3321'
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(itheano.gof.utils
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sg34
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(itheano.gof.utils
scratchpad
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