// // Copyright © 2017 Arm Ltd. All rights reserved. // SPDX-License-Identifier: MIT // #include #include "armnnTfParser/ITfParser.hpp" #include "ParserPrototxtFixture.hpp" BOOST_AUTO_TEST_SUITE(TensorflowParser) struct ActivationFixture : public armnnUtils::ParserPrototxtFixture { explicit ActivationFixture(const char* activationFunction) { m_Prototext = "node {\n" " name: \"Placeholder\"\n" " op: \"Placeholder\"\n" " attr {\n" " key: \"dtype\"\n" " value {\n" " type: DT_FLOAT\n" " }\n" " }\n" " attr {\n" " key: \"shape\"\n" " value {\n" " shape {\n" " unknown_rank: true\n" " }\n" " }\n" " }\n" "}\n" "node {\n" " name: \""; m_Prototext.append(activationFunction); m_Prototext.append("\"\n" " op: \""); m_Prototext.append(activationFunction); m_Prototext.append("\"\n" " input: \"Placeholder\"\n" " attr {\n" " key: \"T\"\n" " value {\n" " type: DT_FLOAT\n" " }\n" " }\n" "}\n"); SetupSingleInputSingleOutput({ 1, 7 }, "Placeholder", activationFunction); } }; struct ReLuFixture : ActivationFixture { ReLuFixture() : ActivationFixture("Relu") {} }; BOOST_FIXTURE_TEST_CASE(ParseReLu, ReLuFixture) { RunTest<2>({ -1.0f, -0.5f, 1.25f, -3.0f, 0.0f, 0.5f, -0.75f }, { 0.0f, 0.0f, 1.25f, 0.0f, 0.0f, 0.5f, 0.0f }); } struct ReLu6Fixture : ActivationFixture { ReLu6Fixture() : ActivationFixture("Relu6") {} }; BOOST_FIXTURE_TEST_CASE(ParseReLu6, ReLu6Fixture) { RunTest<2>({ -1.0f, -0.5f, 7.25f, -3.0f, 0.0f, 0.5f, -0.75f }, { 0.0f, 0.0f, 6.0f, 0.0f, 0.0f, 0.5f, 0.0f }); } struct SigmoidFixture : ActivationFixture { SigmoidFixture() : ActivationFixture("Sigmoid") {} }; BOOST_FIXTURE_TEST_CASE(ParseSigmoid, SigmoidFixture) { RunTest<2>({ -0.1f, -0.2f, -0.3f, -0.4f, 0.1f, 0.2f, 0.3f }, { 0.4750208f, 0.45016602f, 0.42555749f, 0.40131235f, 0.52497917f, 0.54983395f, 0.57444251f }); } struct SoftplusFixture : ActivationFixture { SoftplusFixture() : ActivationFixture("Softplus") {} }; BOOST_FIXTURE_TEST_CASE(ParseSoftplus, SoftplusFixture) { RunTest<2>({ -0.1f, -0.2f, -0.3f, -0.4f, 0.1f, 0.2f, 0.3f }, { 0.64439666f, 0.59813893f, 0.55435526f, 0.51301527f, 0.74439669f, 0.7981388f, 0.85435522f }); } struct TanhFixture : ActivationFixture { TanhFixture() : ActivationFixture("Tanh") {} }; BOOST_FIXTURE_TEST_CASE(ParseTanh, TanhFixture) { RunTest<2>({ -0.1f, -0.2f, -0.3f, -0.4f, 0.1f, 0.2f, 0.3f }, { -0.09966799f, -0.19737528f, -0.29131261f, -0.379949f, 0.09966799f, 0.19737528f, 0.29131261f }); } BOOST_AUTO_TEST_SUITE_END()