| // |
| // 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 DivisionFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| { |
| DivisionFixture() |
| { |
| m_Prototext = "node { \n" |
| " name: \"graphInput\" \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" |
| " } \n" |
| " } \n" |
| " } \n" |
| " } \n" |
| " node { \n" |
| " name: \"softmax1\" \n" |
| " op: \"Softmax\" \n" |
| " input: \"graphInput\" \n" |
| " attr { \n" |
| " key: \"T\" \n" |
| " value { \n" |
| " type: DT_FLOAT \n" |
| " } \n" |
| " } \n" |
| " }\n" |
| " node {\n" |
| " name: \"softmax2\"\n" |
| " op : \"Softmax\"\n" |
| " input: \"graphInput\"\n" |
| " attr { \n" |
| " key: \"T\" \n" |
| " value { \n" |
| " type: DT_FLOAT \n" |
| " } \n" |
| " } \n" |
| " }\n" |
| " node {\n" |
| " name: \"division\"\n" |
| " op : \"RealDiv\"\n" |
| " input: \"softmax1\"\n" |
| " input: \"softmax2\"\n" |
| " attr { \n" |
| " key: \"T\" \n" |
| " value { \n" |
| " type: DT_FLOAT \n" |
| " } \n" |
| " } \n" |
| " }\n"; |
| |
| SetupSingleInputSingleOutput({ 4, 1 }, "graphInput", "division"); |
| } |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseDivision, DivisionFixture) |
| { |
| RunTest<2>({ 2, 1.0f, 3, 1 }, { 1, 1.0f, 1, 1}); |
| } |
| |
| struct DivisionBroadcastFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| { |
| DivisionBroadcastFixture(const armnn::TensorShape& inputShape0, const armnn::TensorShape& inputShape1) |
| { |
| m_Prototext = R"( |
| node { |
| name: "input0" |
| op: "Placeholder" |
| attr { |
| key: "dtype" |
| value { |
| type: DT_FLOAT |
| } |
| } |
| attr { |
| key: "shape" |
| value { |
| shape { |
| } |
| } |
| } |
| } |
| node { |
| name: "input1" |
| op: "Placeholder" |
| attr { |
| key: "dtype" |
| value { |
| type: DT_FLOAT |
| } |
| } |
| attr { |
| key: "shape" |
| value { |
| shape { |
| } |
| } |
| } |
| } |
| node { |
| name: "output" |
| op: "RealDiv" |
| input: "input0" |
| input: "input1" |
| attr { |
| key: "T" |
| value { |
| type: DT_FLOAT |
| } |
| } |
| } |
| )"; |
| |
| Setup({ { "input0", inputShape0 }, |
| { "input1", inputShape1 } }, |
| { "output" }); |
| } |
| }; |
| struct DivisionBroadcastFixture4D1D : public DivisionBroadcastFixture |
| { |
| DivisionBroadcastFixture4D1D() : DivisionBroadcastFixture({ 1, 2, 2, 3 }, { 1 }) {} |
| }; |
| |
| BOOST_FIXTURE_TEST_CASE(ParseDivisionBroadcast4D1D, DivisionBroadcastFixture4D1D) |
| { |
| RunTest<4>({ { "input0", { 0.0f, 100.0f, 2.0f, |
| 3.0f, 250.0f, 15.0f, |
| 33.0f, 60.0f, 5.0f, |
| 35.0f, 10.0f, 55.0f } }, |
| { "input1", { 5.0f } } }, |
| { { "output", { 0, 20.0f, 0.4f, |
| 0.6f, 50.0f, 3.0f, |
| 6.6f, 12.0f, 1.0f, |
| 7.0f, 2.0f, 11.0f } } }); |
| } |
| |
| BOOST_FIXTURE_TEST_CASE(ParseDivideByZeroBroadcast4D1D, DivisionBroadcastFixture4D1D) |
| { |
| float Inf = std::numeric_limits<float>::infinity(); |
| float NaN = std::numeric_limits<float>::quiet_NaN(); |
| |
| RunTest<4>({ { "input0", { 0.0f, -100.0f, 2.0f, |
| 3.0f, -250.0f, 15.0f, |
| 33.0f, -0, 5.0f, |
| 35.0f, -10.0f, 55.0f } }, |
| { "input1", { 0 } } }, |
| { { "output", { NaN, -Inf, Inf, |
| Inf, -Inf, Inf, |
| Inf, NaN, Inf, |
| Inf, -Inf, Inf } } }); |
| } |
| |
| BOOST_AUTO_TEST_SUITE_END() |