1 // 2 // Copyright © 2017 Arm Ltd. All rights reserved. 3 // SPDX-License-Identifier: MIT 4 // 5 6 #include "ClWorkloadFactoryHelper.hpp" 7 8 #include <layers/ConvertFp16ToFp32Layer.hpp> 9 #include <layers/ConvertFp32ToFp16Layer.hpp> 10 #include <layers/MeanLayer.hpp> 11 #include <armnnTestUtils/TensorHelpers.hpp> 12 13 #include <armnn/backends/TensorHandle.hpp> 14 #include <cl/ClWorkloadFactory.hpp> 15 #include <cl/test/ClContextControlFixture.hpp> 16 #include <backendsCommon/test/IsLayerSupportedTestImpl.hpp> 17 #include <backendsCommon/test/LayerTests.hpp> 18 19 #include <doctest/doctest.h> 20 21 #include <string> 22 23 TEST_SUITE("ClLayerSupport") 24 { 25 TEST_CASE_FIXTURE(ClContextControlFixture, "IsLayerSupportedFloat16Cl") 26 { 27 armnn::ClWorkloadFactory factory = 28 ClWorkloadFactoryHelper::GetFactory(ClWorkloadFactoryHelper::GetMemoryManager()); 29 IsLayerSupportedTests<armnn::ClWorkloadFactory, armnn::DataType::Float16>(&factory); 30 } 31 32 TEST_CASE_FIXTURE(ClContextControlFixture, "IsLayerSupportedFloat32Cl") 33 { 34 armnn::ClWorkloadFactory factory = 35 ClWorkloadFactoryHelper::GetFactory(ClWorkloadFactoryHelper::GetMemoryManager()); 36 IsLayerSupportedTests<armnn::ClWorkloadFactory, armnn::DataType::Float32>(&factory); 37 } 38 39 TEST_CASE_FIXTURE(ClContextControlFixture, "IsLayerSupportedQAsymmU8Cl") 40 { 41 armnn::ClWorkloadFactory factory = 42 ClWorkloadFactoryHelper::GetFactory(ClWorkloadFactoryHelper::GetMemoryManager()); 43 IsLayerSupportedTests<armnn::ClWorkloadFactory, armnn::DataType::QAsymmU8>(&factory); 44 } 45 46 TEST_CASE_FIXTURE(ClContextControlFixture, "IsLayerSupportedQAsymmS8Cl") 47 { 48 armnn::ClWorkloadFactory factory = 49 ClWorkloadFactoryHelper::GetFactory(ClWorkloadFactoryHelper::GetMemoryManager()); 50 IsLayerSupportedTests<armnn::ClWorkloadFactory, armnn::DataType::QAsymmS8>(&factory); 51 } 52 53 TEST_CASE_FIXTURE(ClContextControlFixture, "IsLayerSupportedQSymmS8Cl") 54 { 55 armnn::ClWorkloadFactory factory = 56 ClWorkloadFactoryHelper::GetFactory(ClWorkloadFactoryHelper::GetMemoryManager()); 57 IsLayerSupportedTests<armnn::ClWorkloadFactory, armnn::DataType::QSymmS8>(&factory); 58 } 59 60 TEST_CASE_FIXTURE(ClContextControlFixture, "IsConvertFp16ToFp32SupportedCl") 61 { 62 std::string reasonIfUnsupported; 63 64 bool result = IsConvertLayerSupportedTests<armnn::ClWorkloadFactory, armnn::ConvertFp16ToFp32Layer, 65 armnn::DataType::Float16, armnn::DataType::Float32>(reasonIfUnsupported); 66 67 CHECK(result); 68 } 69 70 TEST_CASE_FIXTURE(ClContextControlFixture, "IsConvertFp16ToFp32SupportedFp32InputCl") 71 { 72 std::string reasonIfUnsupported; 73 74 bool result = IsConvertLayerSupportedTests<armnn::ClWorkloadFactory, armnn::ConvertFp16ToFp32Layer, 75 armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); 76 77 CHECK(!result); 78 CHECK_EQ(reasonIfUnsupported, "Input should be Float16"); 79 } 80 81 TEST_CASE_FIXTURE(ClContextControlFixture, "IsConvertFp16ToFp32SupportedFp16OutputCl") 82 { 83 std::string reasonIfUnsupported; 84 85 bool result = IsConvertLayerSupportedTests<armnn::ClWorkloadFactory, armnn::ConvertFp16ToFp32Layer, 86 armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported); 87 88 CHECK(!result); 89 CHECK_EQ(reasonIfUnsupported, "Output should be Float32"); 90 } 91 92 TEST_CASE_FIXTURE(ClContextControlFixture, "IsConvertFp32ToFp16SupportedCl") 93 { 94 std::string reasonIfUnsupported; 95 96 bool result = IsConvertLayerSupportedTests<armnn::ClWorkloadFactory, armnn::ConvertFp32ToFp16Layer, 97 armnn::DataType::Float32, armnn::DataType::Float16>(reasonIfUnsupported); 98 99 CHECK(result); 100 } 101 102 TEST_CASE_FIXTURE(ClContextControlFixture, "IsConvertFp32ToFp16SupportedFp16InputCl") 103 { 104 std::string reasonIfUnsupported; 105 106 bool result = IsConvertLayerSupportedTests<armnn::ClWorkloadFactory, armnn::ConvertFp32ToFp16Layer, 107 armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported); 108 109 CHECK(!result); 110 CHECK_EQ(reasonIfUnsupported, "Input should be Float32"); 111 } 112 113 TEST_CASE_FIXTURE(ClContextControlFixture, "IsConvertFp32ToFp16SupportedFp32OutputCl") 114 { 115 std::string reasonIfUnsupported; 116 117 bool result = IsConvertLayerSupportedTests<armnn::ClWorkloadFactory, armnn::ConvertFp32ToFp16Layer, 118 armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); 119 120 CHECK(!result); 121 CHECK_EQ(reasonIfUnsupported, "Output should be Float16"); 122 } 123 124 TEST_CASE_FIXTURE(ClContextControlFixture, "IsLogicalBinarySupportedCl") 125 { 126 std::string reasonIfUnsupported; 127 128 bool result = IsLogicalBinaryLayerSupportedTests<armnn::ClWorkloadFactory, 129 armnn::DataType::Boolean, armnn::DataType::Boolean>(reasonIfUnsupported); 130 131 CHECK(result); 132 } 133 134 TEST_CASE_FIXTURE(ClContextControlFixture, "IsLogicalBinaryBroadcastSupportedCl") 135 { 136 std::string reasonIfUnsupported; 137 138 bool result = IsLogicalBinaryLayerBroadcastSupportedTests<armnn::ClWorkloadFactory, 139 armnn::DataType::Boolean, armnn::DataType::Boolean>(reasonIfUnsupported); 140 141 CHECK(result); 142 } 143 144 TEST_CASE_FIXTURE(ClContextControlFixture, "IsMeanSupportedCl") 145 { 146 std::string reasonIfUnsupported; 147 148 bool result = IsMeanLayerSupportedTests<armnn::ClWorkloadFactory, 149 armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); 150 151 CHECK(result); 152 } 153 154 TEST_CASE("IsConstantSupportedCl") 155 { 156 std::string reasonIfUnsupported; 157 158 bool result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 159 armnn::DataType::Float16>(reasonIfUnsupported); 160 CHECK(result); 161 162 result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 163 armnn::DataType::Float32>(reasonIfUnsupported); 164 CHECK(result); 165 166 result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 167 armnn::DataType::QAsymmU8>(reasonIfUnsupported); 168 CHECK(result); 169 170 result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 171 armnn::DataType::Boolean>(reasonIfUnsupported); 172 CHECK(!result); 173 174 result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 175 armnn::DataType::QSymmS16>(reasonIfUnsupported); 176 CHECK(result); 177 178 result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 179 armnn::DataType::QSymmS8>(reasonIfUnsupported); 180 CHECK(result); 181 182 result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 183 armnn::DataType::QAsymmS8>(reasonIfUnsupported); 184 CHECK(result); 185 186 result = IsConstantLayerSupportedTests<armnn::ClWorkloadFactory, 187 armnn::DataType::BFloat16>(reasonIfUnsupported); 188 CHECK(!result); 189 } 190 191 } 192