| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/test/unit_test.hpp> |
| #include "armnnTfParser/ITfParser.hpp" |
| #include "ParserPrototxtFixture.hpp" |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| |
| struct ActivationFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| { |
| 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() |