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

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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()