saoste01 | bbd4061 | 2018-08-28 15:41:51 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
saoste01 | bbd4061 | 2018-08-28 15:41:51 +0100 | [diff] [blame] | 4 | // |
| 5 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "armnnTfParser/ITfParser.hpp" |
| 8 | #include "ParserPrototxtFixture.hpp" |
| 9 | |
| 10 | BOOST_AUTO_TEST_SUITE(TensorflowParser) |
| 11 | |
| 12 | struct DivisionFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 13 | { |
| 14 | DivisionFixture() |
| 15 | { |
| 16 | m_Prototext = "node { \n" |
| 17 | " name: \"graphInput\" \n" |
| 18 | " op: \"Placeholder\" \n" |
| 19 | " attr { \n" |
| 20 | " key: \"dtype\" \n" |
| 21 | " value { \n" |
| 22 | " type: DT_FLOAT \n" |
| 23 | " } \n" |
| 24 | " } \n" |
| 25 | " attr { \n" |
| 26 | " key: \"shape\" \n" |
| 27 | " value { \n" |
| 28 | " shape { \n" |
| 29 | " } \n" |
| 30 | " } \n" |
| 31 | " } \n" |
| 32 | " } \n" |
| 33 | " node { \n" |
| 34 | " name: \"softmax1\" \n" |
| 35 | " op: \"Softmax\" \n" |
| 36 | " input: \"graphInput\" \n" |
| 37 | " attr { \n" |
| 38 | " key: \"T\" \n" |
| 39 | " value { \n" |
| 40 | " type: DT_FLOAT \n" |
| 41 | " } \n" |
| 42 | " } \n" |
| 43 | " }\n" |
| 44 | " node {\n" |
| 45 | " name: \"softmax2\"\n" |
| 46 | " op : \"Softmax\"\n" |
| 47 | " input: \"graphInput\"\n" |
| 48 | " attr { \n" |
| 49 | " key: \"T\" \n" |
| 50 | " value { \n" |
| 51 | " type: DT_FLOAT \n" |
| 52 | " } \n" |
| 53 | " } \n" |
| 54 | " }\n" |
| 55 | " node {\n" |
| 56 | " name: \"division\"\n" |
| 57 | " op : \"RealDiv\"\n" |
| 58 | " input: \"softmax1\"\n" |
| 59 | " input: \"softmax2\"\n" |
| 60 | " attr { \n" |
| 61 | " key: \"T\" \n" |
| 62 | " value { \n" |
| 63 | " type: DT_FLOAT \n" |
| 64 | " } \n" |
| 65 | " } \n" |
| 66 | " }\n"; |
| 67 | |
| 68 | SetupSingleInputSingleOutput({ 4, 1 }, "graphInput", "division"); |
| 69 | } |
| 70 | }; |
| 71 | |
| 72 | BOOST_FIXTURE_TEST_CASE(ParseDivision, DivisionFixture) |
| 73 | { |
| 74 | RunTest<2>({ 2, 1.0f, 3, 1 }, { 1, 1.0f, 1, 1}); |
| 75 | } |
| 76 | |
| 77 | struct DivisionBroadcastFixture : public armnnUtils::ParserPrototxtFixture<armnnTfParser::ITfParser> |
| 78 | { |
| 79 | DivisionBroadcastFixture(const armnn::TensorShape& inputShape0, const armnn::TensorShape& inputShape1) |
| 80 | { |
| 81 | m_Prototext = R"( |
| 82 | node { |
| 83 | name: "input0" |
| 84 | op: "Placeholder" |
| 85 | attr { |
| 86 | key: "dtype" |
| 87 | value { |
| 88 | type: DT_FLOAT |
| 89 | } |
| 90 | } |
| 91 | attr { |
| 92 | key: "shape" |
| 93 | value { |
| 94 | shape { |
| 95 | } |
| 96 | } |
| 97 | } |
| 98 | } |
| 99 | node { |
| 100 | name: "input1" |
| 101 | op: "Placeholder" |
| 102 | attr { |
| 103 | key: "dtype" |
| 104 | value { |
| 105 | type: DT_FLOAT |
| 106 | } |
| 107 | } |
| 108 | attr { |
| 109 | key: "shape" |
| 110 | value { |
| 111 | shape { |
| 112 | } |
| 113 | } |
| 114 | } |
| 115 | } |
| 116 | node { |
| 117 | name: "output" |
| 118 | op: "RealDiv" |
| 119 | input: "input0" |
| 120 | input: "input1" |
| 121 | attr { |
| 122 | key: "T" |
| 123 | value { |
| 124 | type: DT_FLOAT |
| 125 | } |
| 126 | } |
| 127 | } |
| 128 | )"; |
| 129 | |
| 130 | Setup({ { "input0", inputShape0 }, |
| 131 | { "input1", inputShape1 } }, |
| 132 | { "output" }); |
| 133 | } |
| 134 | }; |
| 135 | struct DivisionBroadcastFixture4D1D : public DivisionBroadcastFixture |
| 136 | { |
| 137 | DivisionBroadcastFixture4D1D() : DivisionBroadcastFixture({ 1, 2, 2, 3 }, { 1 }) {} |
| 138 | }; |
| 139 | |
| 140 | BOOST_FIXTURE_TEST_CASE(ParseDivisionBroadcast4D1D, DivisionBroadcastFixture4D1D) |
| 141 | { |
| 142 | RunTest<4>({ { "input0", { 0.0f, 100.0f, 2.0f, |
| 143 | 3.0f, 250.0f, 15.0f, |
| 144 | 33.0f, 60.0f, 5.0f, |
| 145 | 35.0f, 10.0f, 55.0f } }, |
| 146 | { "input1", { 5.0f } } }, |
| 147 | { { "output", { 0, 20.0f, 0.4f, |
| 148 | 0.6f, 50.0f, 3.0f, |
| 149 | 6.6f, 12.0f, 1.0f, |
| 150 | 7.0f, 2.0f, 11.0f } } }); |
| 151 | } |
| 152 | |
| 153 | BOOST_FIXTURE_TEST_CASE(ParseDivideByZeroBroadcast4D1D, DivisionBroadcastFixture4D1D) |
| 154 | { |
| 155 | float Inf = std::numeric_limits<float>::infinity(); |
| 156 | float NaN = std::numeric_limits<float>::quiet_NaN(); |
| 157 | |
| 158 | RunTest<4>({ { "input0", { 0.0f, -100.0f, 2.0f, |
| 159 | 3.0f, -250.0f, 15.0f, |
| 160 | 33.0f, -0, 5.0f, |
| 161 | 35.0f, -10.0f, 55.0f } }, |
| 162 | { "input1", { 0 } } }, |
| 163 | { { "output", { NaN, -Inf, Inf, |
| 164 | Inf, -Inf, Inf, |
| 165 | Inf, NaN, Inf, |
| 166 | Inf, -Inf, Inf } } }); |
| 167 | } |
| 168 | |
| 169 | BOOST_AUTO_TEST_SUITE_END() |