| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include <boost/assert.hpp> |
| #include <boost/test/unit_test.hpp> |
| |
| #include "armnnTfParser/ITfParser.hpp" |
| #include "ParserPrototxtFixture.hpp" |
| |
| #include <map> |
| #include <string> |
| |
| |
| BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| |
| struct AddNFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| { |
| AddNFixture(const std::vector<armnn::TensorShape> inputShapes, unsigned int numberOfInputs) |
| { |
| BOOST_ASSERT(inputShapes.size() == numberOfInputs); |
| m_Prototext = ""; |
| for (unsigned int i = 0; i < numberOfInputs; i++) |
| { |
| m_Prototext.append("node { \n"); |
| m_Prototext.append(" name: \"input").append(std::to_string(i)).append("\"\n"); |
| m_Prototext += R"( op: "Placeholder" |
| attr { |
| key: "dtype" |
| value { |
| type: DT_FLOAT |
| } |
| } |
| attr { |
| key: "shape" |
| value { |
| shape { |
| } |
| } |
| } |
| } |
| )"; |
| } |
| m_Prototext += R"(node { |
| name: "output" |
| op: "AddN" |
| )"; |
| for (unsigned int i = 0; i < numberOfInputs; i++) |
| { |
| m_Prototext.append(" input: \"input").append(std::to_string(i)).append("\"\n"); |
| } |
| m_Prototext += R"( attr { |
| key: "N" |
| value { |
| )"; |
| m_Prototext.append(" i: ").append(std::to_string(numberOfInputs)).append("\n"); |
| m_Prototext += R"( } |
| } |
| attr { |
| key: "T" |
| value { |
| type: DT_FLOAT |
| } |
| } |
| })"; |
| |
| std::map<std::string, armnn::TensorShape> inputs; |
| for (unsigned int i = 0; i < numberOfInputs; i++) |
| { |
| std::string name("input"); |
| name.append(std::to_string(i)); |
| inputs.emplace(std::make_pair(name, inputShapes[i])); |
| } |
| Setup(inputs, {"output"}); |
| } |
| |
| }; |
| |
| // try with 2, 3, 5 and 8 inputs |
| struct FiveTwoDimInputsFixture : AddNFixture |
| { |
| FiveTwoDimInputsFixture() : AddNFixture({ { 2, 2 }, { 2, 2 }, { 2, 2 }, { 2, 2 }, { 2, 2 } }, 5) {} |
| }; |
| |
| |
| BOOST_FIXTURE_TEST_CASE(FiveTwoDimInputs, FiveTwoDimInputsFixture) |
| { |
| RunTest<2>({ { "input0", { 1.0, 2.0, 3.0, 4.0 } }, |
| { "input1", { 1.0, 5.0, 2.0, 2.0 } }, |
| { "input2", { 1.0, 1.0, 2.0, 2.0 } }, |
| { "input3", { 3.0, 7.0, 1.0, 2.0 } }, |
| { "input4", { 8.0, 0.0, -2.0, -3.0 } } }, |
| { { "output", { 14.0, 15.0, 6.0, 7.0 } } }); |
| } |
| |
| struct TwoTwoDimInputsFixture : AddNFixture |
| { |
| TwoTwoDimInputsFixture() : AddNFixture({ { 2, 2 }, { 2, 2 } }, 2) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(TwoTwoDimInputs, TwoTwoDimInputsFixture) |
| { |
| RunTest<2>({ { "input0", { 1.0, 2.0, 3.0, 4.0 } }, |
| { "input1", { 1.0, 5.0, 2.0, 2.0 } } }, |
| { { "output", { 2.0, 7.0, 5.0, 6.0 } } }); |
| } |
| |
| struct ThreeTwoDimInputsFixture : AddNFixture |
| { |
| ThreeTwoDimInputsFixture() : AddNFixture({ { 2, 2 }, { 2, 2 }, { 2, 2 } }, 3) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ThreeTwoDimInputs, ThreeTwoDimInputsFixture) |
| { |
| RunTest<2>({ { "input0", { 1.0, 2.0, 3.0, 4.0 } }, |
| { "input1", { 1.0, 5.0, 2.0, 2.0 } }, |
| { "input2", { 1.0, 1.0, 2.0, 2.0 } } }, |
| { { "output", { 3.0, 8.0, 7.0, 8.0 } } }); |
| } |
| |
| struct EightTwoDimInputsFixture : AddNFixture |
| { |
| EightTwoDimInputsFixture() : AddNFixture({ { 2, 2 }, { 2, 2 }, { 2, 2 }, { 2, 2 }, |
| { 2, 2 }, { 2, 2 }, { 2, 2 }, { 2, 2 } }, 8) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(EightTwoDimInputs, EightTwoDimInputsFixture) |
| { |
| RunTest<2>({ { "input0", { 1.0, 2.0, 3.0, 4.0 } }, |
| { "input1", { 1.0, 5.0, 2.0, 2.0 } }, |
| { "input2", { 1.0, 1.0, 2.0, 2.0 } }, |
| { "input3", { 3.0, 7.0, 1.0, 2.0 } }, |
| { "input4", { 8.0, 0.0, -2.0, -3.0 } }, |
| { "input5", {-3.0, 2.0, -1.0, -5.0 } }, |
| { "input6", { 1.0, 6.0, 2.0, 2.0 } }, |
| { "input7", {-19.0, 7.0, 1.0, -10.0 } } }, |
| { { "output", {-7.0, 30.0, 8.0, -6.0 } } }); |
| } |
| |
| struct ThreeInputBroadcast1D4D4DInputsFixture : AddNFixture |
| { |
| ThreeInputBroadcast1D4D4DInputsFixture() : AddNFixture({ { 1 }, { 1, 1, 2, 2 }, { 1, 1, 2, 2 } }, 3) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ThreeInputBroadcast1D4D4DInputs, ThreeInputBroadcast1D4D4DInputsFixture) |
| { |
| RunTest<4>({ { "input0", { 1.0 } }, |
| { "input1", { 1.0, 5.0, 2.0, 2.0 } }, |
| { "input2", { 1.0, 1.0, 2.0, 2.0 } } }, |
| { { "output", { 3.0, 7.0, 5.0, 5.0 } } }); |
| } |
| |
| struct ThreeInputBroadcast4D1D4DInputsFixture : AddNFixture |
| { |
| ThreeInputBroadcast4D1D4DInputsFixture() : AddNFixture({ { 1, 1, 2, 2 }, { 1 }, { 1, 1, 2, 2 } }, 3) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ThreeInputBroadcast4D1D4DInputs, ThreeInputBroadcast4D1D4DInputsFixture) |
| { |
| RunTest<4>({ { "input0", { 1.0, 3.0, 9.0, 4.0 } }, |
| { "input1", {-2.0 } }, |
| { "input2", { 1.0, 1.0, 2.0, 2.0 } } }, |
| { { "output", { 0.0, 2.0, 9.0, 4.0 } } }); |
| } |
| |
| struct ThreeInputBroadcast4D4D1DInputsFixture : AddNFixture |
| { |
| ThreeInputBroadcast4D4D1DInputsFixture() : AddNFixture({ { 1, 1, 2, 2 }, { 1, 1, 2, 2 }, { 1 } }, 3) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ThreeInputBroadcast4D4D1DInputs, ThreeInputBroadcast4D4D1DInputsFixture) |
| { |
| RunTest<4>({ { "input0", { 1.0, 5.0, 2.0, 2.0 } }, |
| { "input1", { 1.0, 1.0, 2.0, 2.0 } }, |
| { "input2", { 1.0 } } }, |
| { { "output", { 3.0, 7.0, 5.0, 5.0 } } }); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |