Best Python code snippet using avocado_python
downsample_test.py
Source: downsample_test.py
...7import treeano8import treeano.nodes as tn9fX = theano.config.floatX10def test_pool_output_shape_2d():11 def test_same(input_shape, local_sizes, strides, pads, ignore_border):12 res = tn.downsample.pool_output_shape(13 input_shape,14 (2, 3),15 local_sizes,16 strides,17 pads,18 ignore_border,19 )20 from theano.tensor.signal.downsample import max_pool_2d21 ans = max_pool_2d(22 T.constant(np.random.randn(*input_shape).astype(fX)),23 ds=local_sizes,24 st=strides,25 ignore_border=ignore_border,26 padding=pads,27 ).shape.eval()28 print(ans, res)29 np.testing.assert_equal(ans, res)30 # tests w/ ignore border31 test_same((1, 1, 5, 6), (2, 3), (1, 1), (0, 0), True)32 test_same((1, 1, 5, 6), (2, 3), (2, 2), (0, 0), True)33 test_same((1, 1, 1, 1), (2, 3), (2, 2), (0, 0), True)34 test_same((1, 1, 5, 6), (2, 3), (1, 1), (0, 1), True)35 test_same((1, 1, 5, 6), (2, 3), (2, 2), (1, 0), True)36 test_same((1, 1, 1, 1), (2, 3), (2, 2), (1, 1), True)37 # tests w/o ignore border, and stride <= pool_size38 test_same((1, 1, 5, 6), (2, 3), (1, 1), (0, 0), False)39 test_same((1, 1, 5, 6), (2, 3), (2, 2), (0, 0), False)40 test_same((1, 1, 1, 1), (2, 3), (2, 2), (0, 0), False)41 # tests w/o ignore border, and stride > pool_size42 test_same((1, 1, 5, 6), (2, 3), (3, 3), (0, 0), False)43 test_same((1, 1, 5, 6), (2, 3), (3, 3), (0, 0), False)44 test_same((1, 1, 1, 1), (2, 3), (3, 3), (0, 0), False)45def test_pool_output_shape_3d():46 def test_same(input_shape, local_sizes, strides, pads, ignore_border, ans):47 res = tn.downsample.pool_output_shape(48 input_shape,49 (2, 3, 4),50 local_sizes,51 strides,52 pads,53 ignore_border,54 )55 print(ans, res)56 np.testing.assert_equal(ans, res)57 test_same((1, 1, 2, 2, 2), (2, 2, 2), (2, 2, 2), (0, 0, 0), False,58 ans=(1, 1, 1, 1, 1))59def test_pool_output_shape_custom_pool_2d_node():60 def test_same(input_shape, local_sizes, strides, pads, ignore_border):61 res = tn.downsample.pool_output_shape(62 input_shape,63 (2, 3),64 local_sizes,65 strides,66 pads,67 ignore_border,68 )69 # pool2d node assumes 0 padding70 assert pads == (0, 0)71 # pool2d node assumes ignoring border72 assert ignore_border73 network = tn.SequentialNode(74 "s",75 [tn.ConstantNode("c",76 value=np.random.randn(*input_shape).astype(fX)),77 tn.CustomPool2DNode("p",78 pool_function=T.mean,79 pool_size=local_sizes,80 stride=strides,81 )]82 ).network()83 ans = network["p"].get_vw("default").variable.shape.eval()84 print(ans, res)85 np.testing.assert_equal(ans, res)86 test_same((3, 4, 5, 6), (2, 3), (1, 1), (0, 0), True)87 test_same((3, 4, 5, 6), (2, 3), (2, 2), (0, 0), True)88 test_same((3, 4, 1, 1), (2, 3), (2, 2), (0, 0), True)89def test_feature_pool_node_serialization():90 tn.check_serialization(tn.FeaturePoolNode("a"))91def test_maxout_node_serialization():92 tn.check_serialization(tn.MaxoutNode("a"))93def test_custom_pool_2d_node_serialization():94 tn.check_serialization(tn.CustomPool2DNode("a"))95def test_mean_pool_2d_node_serialization():96 tn.check_serialization(tn.MeanPool2DNode("a"))97def test_global_pool_node_serialization():98 tn.check_serialization(tn.CustomGlobalPoolNode("a"))99def test_maxout_hyperparameters():100 nt.assert_equal(101 set(tn.FeaturePoolNode.hyperparameter_names),102 set(tn.MaxoutNode.hyperparameter_names + ("pool_function",)))...
6-max_integer_test.py
Source: 6-max_integer_test.py
...21 self.assertIs(list, list)22 def test_equal(self):23 self.assertEqual(max_integer([2, 2, 2, 2]), 2)24 self.assertEqual(max_integer([1, 1, 1, 1]), 1)25 def test_same(self):26 self.assertEqual(max_integer([2, 3, 1, 3]), 3)27 self.assertEqual(max_integer([1, 0.0, 0.5, 1]), 1)28 def test_same(self):29 self.assertEqual(max_integer([2, 3, 1, 3]), 3)30 self.assertEqual(max_integer([1, 0.0, 0.5, 1]), 1)31 def test_same(self):32 self.assertEqual(max_integer([2]), 2)33 self.assertEqual(max_integer([1]), 1)34 def test_same(self):35 self.assertEqual(max_integer([2]), 2)36 self.assertEqual(max_integer([1]), 1)37 def test_string(self):38 self.assertEqual(max_integer(['d', 'e', 'm']), 'm')39 def test_diferent(self):40 with self.assertRaises(TypeError):41 max_integer(['r', 5, 2])42 def test_n(self):43 with self.assertRaises(TypeError):44 max_integer([None, 4])45if __name__ == '__main__':...
manual.py
Source: manual.py
...5import a.b.test_same6import b.test_same7from pathlib import Path8print(str(Path('a/test_same.py')), end=' ')9a.test_same.test_same(a.conftest.fixture_a.__wrapped__())10print('.')11print(str(Path('a/b/test_same.py')), end=' ')12a.b.test_same.test_same(a.conftest.fixture_a.__wrapped__(), a.b.conftest.fixture_a_b.__wrapped__())13print('.')14print(str(Path('b/test_same.py')), end=' ')15b.test_same.test_same(b.conftest.fixture_b.__wrapped__())...
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