def test_seven_kernel_of_two_and_stride_three_and_padding_two(self):
expected = ([None, None], [1, 2], [4, 5], [None, None])
result = []
for kernel_hover in convolved_1d(list(range(7)), kernel_size=2, padding=2, stride=3):
result.append(kernel_hover)
result = tuple(result)
self.assertEqual(expected, result)
def test_seven_kernel_of_two(self):
expected = tuple([a, b] for a, b in zip(list(range(0, 6)), list(range(1, 7))))
result = []
for kernel_hover in convolved_1d(list(range(7)), kernel_size=2, padding=0, stride=1):
result.append(kernel_hover)
result = tuple(result)
self.assertEqual(expected, result)
def test_seven_for_with_stride_two(self):
expected = tuple(range(0, 7, 2))
result = []
for kernel_hover in convolved_1d(list(range(7)), kernel_size=1, padding=0, stride=2):
result.append(*kernel_hover)
result = tuple(result)
self.assertEqual(expected, result)
def test_seven_for_with_padding_one(self):
expected = tuple([42] + list(range(0, 7)) + [42])
result = []
for kernel_hover in convolved_1d(list(range(7)), kernel_size=1, padding=1, stride=1, default_value=42):
result.append(*kernel_hover)
result = tuple(result)
self.assertEqual(expected, result)
def test_trivial_loop(self):
expected = tuple(range(7))
result = []
for kernel_hover in convolved_1d(expected, kernel_size=1, padding=0, stride=1):
result.append(*kernel_hover)
result = tuple(result)
self.assertEqual(expected, result)