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Make variable filter test insensitive to order. #1132

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Make variable filter test insensitive to order. #1132

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24 changes: 14 additions & 10 deletions tests/test_variable_filter.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,16 +28,16 @@ def test_variable_filter():

# Testing filtering by role
role_filter = VariableFilter(roles=[PARAMETER])
assert parameters == role_filter(cg.variables)
assert set(parameters) == set(role_filter(cg.variables))
role_filter = VariableFilter(roles=[FILTER])
assert [] == role_filter(cg.variables)

# Testing filtering by role using each_role flag
role_filter = VariableFilter(roles=[PARAMETER, BIAS])
assert parameters == role_filter(cg.variables)
assert set(parameters) == set(role_filter(cg.variables))
role_filter = VariableFilter(roles=[PARAMETER, BIAS], each_role=True)
assert not parameters == role_filter(cg.variables)
assert bias == role_filter(cg.variables)
assert not set(parameters) == set(role_filter(cg.variables))
assert set(bias) == set(role_filter(cg.variables))

# Testing filtering by bricks classes
brick_filter = VariableFilter(roles=[BIAS], bricks=[Linear])
Expand All @@ -61,20 +61,24 @@ def test_variable_filter():

# Testing filtering by theano name
theano_name_filter = VariableFilter(theano_name='h2act')
assert [cg.variables[11]] == theano_name_filter(cg.variables)
assert 1 == len(theano_name_filter(cg.variables))
assert theano_name_filter(cg.variables)[0].name == 'h2act'

# Testing filtering by theano name regex
theano_name_filter_regex = VariableFilter(theano_name_regex='h2a.?t')
assert [cg.variables[11]] == theano_name_filter_regex(cg.variables)
assert 1 == len(theano_name_filter_regex(cg.variables))
assert theano_name_filter_regex(cg.variables)[0].name == 'h2act'

# Testing filtering by application
appli_filter = VariableFilter(applications=[brick1.apply])
variables = [cg.variables[1], cg.variables[8]]
assert variables == appli_filter(cg.variables)
names = ['linear1_apply_input_', 'linear1_apply_output']
assert set(names) == set([v.name for v in appli_filter(cg.variables)])

# Testing filtering by application
appli_filter_list = VariableFilter(applications=[brick1.apply])
assert variables == appli_filter_list(cg.variables)
appli_filter_list = VariableFilter(
applications=[brick1.apply, activation.apply])
names.extend(['h2act', 'sigm_apply_input_'])
assert set(names) == set([v.name for v in appli_filter_list(cg.variables)])

input1 = tensor.matrix('input1')
input2 = tensor.matrix('input2')
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