src/main/python/tests/onnx_systemds/test_simple.py

# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements.  See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to you 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.

import unittest
import tests.onnx_systemds.util as util


class TestSimpleOperators(unittest.TestCase):
    def test_simple_mat_add(self):
        name = "simple_mat_add"
        util.run_and_compare_output(name, self)

    def test_simple_mat_add_mul_sub(self):
        name = "simple_mat_add_mul_sub"
        util.run_and_compare_output(name, self)

    def test_simple_mat_initialized(self):
        name = "simple_mat_initialized"
        util.run_and_compare_output(name, self)

    def test_simple_relu_tanh_sigmoid_softmax(self):
        name = "simple_relu_tanh_sigmoid_softmax"
        util.run_and_compare_output(name, self)

    def test_simple_conv2d_layer(self):
        name = "simple_conv_layer"
        util.run_and_compare_output(name, self)

    def test_simple_conv2d_layer_2(self):
        name = "simple_conv_layer_2"
        util.run_and_compare_output(name, self)

    def test_simple_maxpool_layer(self):
        name = "simple_maxpool_layer"
        util.run_and_compare_output(name, self)

    def test_simple_if_graph(self):
        name = "simple_if_graph"
        util.run_and_compare_output(name, self)

    # TODO: dml implementation of dropout does not work
    # def test_simple_dropout_layer(self):
    #     name = "simple_dropout_layer"
    #     test_util.run_and_compare_output(name, self)

    # TODO: dml does not support boolean matrices?
    # def test_simple_bool_and_or_xor_noshape(self):
    #     name = "simple_bool_and_or_xor_noshape"
    #     test_util.run_and_compare_output(name, self)


if __name__ == '__main__':
    unittest.main()