def test(self):
condition = core.LabeledTensor(math_ops.range(5) < 3, ['x'])
x = core.LabeledTensor(array_ops.ones(5), ['x'])
y = core.LabeledTensor(array_ops.zeros(5), ['x'])
where_lt = ops.where(condition, x, y)
golden_lt = core.LabeledTensor(
array_ops.concat([array_ops.ones(3), array_ops.zeros(2)], 0), ['x'])
self.assertLabeledTensorsEqual(where_lt, golden_lt)
def test(self):
condition = core.LabeledTensor(math_ops.range(5) < 3, ['x'])
x = core.LabeledTensor(array_ops.ones(5), ['x'])
y = core.LabeledTensor(array_ops.zeros(5), ['x'])
where_lt = ops.where(condition, x, y)
golden_lt = core.LabeledTensor(
array_ops.concat([array_ops.ones(3), array_ops.zeros(2)], 0), ['x'])
self.assertLabeledTensorsEqual(where_lt, golden_lt)
def test(self):
condition = core.LabeledTensor(tf.range(5) < 3, ['x'])
x = core.LabeledTensor(tf.ones(5), ['x'])
y = core.LabeledTensor(tf.zeros(5), ['x'])
where_lt = ops.where(condition, x, y)
golden_lt = core.LabeledTensor(
tf.concat_v2([tf.ones(3), tf.zeros(2)], 0), ['x'])
self.assertLabeledTensorsEqual(where_lt, golden_lt)
def test_mismatched_axes(self):
condition = core.LabeledTensor(math_ops.range(5) < 3, ['x'])
with self.assertRaisesRegexp(ValueError, 'equal axes'):
ops.where(condition, condition[:3], condition)
with self.assertRaisesRegexp(ValueError, 'equal axes'):
ops.where(condition, condition, condition[:3])
def test_name(self):
condition = core.LabeledTensor(math_ops.range(5) < 3, ['x'])
where_lt = ops.where(condition, condition, condition)
self.assertIn('lt_where', where_lt.name)
def test_mismatched_axes(self):
condition = core.LabeledTensor(math_ops.range(5) < 3, ['x'])
with self.assertRaisesRegexp(ValueError, 'equal axes'):
ops.where(condition, condition[:3], condition)
with self.assertRaisesRegexp(ValueError, 'equal axes'):
ops.where(condition, condition, condition[:3])
def test_name(self):
condition = core.LabeledTensor(math_ops.range(5) < 3, ['x'])
where_lt = ops.where(condition, condition, condition)
self.assertIn('lt_where', where_lt.name)