#!/usr/bin/python
#
# Copyright 2021 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import tensorflow.compat.v2 as tf
tf.enable_v2_behavior()


@tf.function
def matmul(a, b):
  return tf.matmul(a, b)


class TfPySmokeTest(tf.test.TestCase):

  def test_matmul(self):
    actual = matmul(tf.constant([[1, 2]]), tf.transpose([[3, 4]]))
    self.assertEqual(11, actual)


if __name__ == "__main__":
  tf.test.main()