arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include <armnn/layers/ConvertFp16ToFp32Layer.hpp> |
| 7 | #include <armnn/layers/ConvertFp32ToFp16Layer.hpp> |
| 8 | #include <armnn/test/TensorHelpers.hpp> |
| 9 | |
| 10 | #include <backends/CpuTensorHandle.hpp> |
| 11 | #include <backends/reference/RefWorkloadFactory.hpp> |
| 12 | #include <backends/test/LayerTests.hpp> |
| 13 | #include <backends/test/IsLayerSupportedTestImpl.hpp> |
| 14 | |
| 15 | #include <boost/test/unit_test.hpp> |
| 16 | |
| 17 | #include <string> |
| 18 | |
| 19 | namespace |
| 20 | { |
| 21 | |
| 22 | bool LayerTypeMatchesTest() |
| 23 | { |
| 24 | return LayerTypeMatchesTestImpl<armnn::LayerType::FirstLayer>(Tag<armnn::LayerType::FirstLayer>()); |
| 25 | }; |
| 26 | |
| 27 | } // anonymous namespace |
| 28 | |
| 29 | BOOST_AUTO_TEST_SUITE(RefLayerSupported) |
| 30 | |
| 31 | BOOST_AUTO_TEST_CASE(IsLayerSupportedLayerTypeMatches) |
| 32 | { |
| 33 | LayerTypeMatchesTest(); |
| 34 | } |
| 35 | |
| 36 | BOOST_AUTO_TEST_CASE(IsLayerSupportedFloat16Reference) |
| 37 | { |
| 38 | armnn::RefWorkloadFactory factory; |
| 39 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::Float16>(&factory); |
| 40 | } |
| 41 | |
| 42 | BOOST_AUTO_TEST_CASE(IsLayerSupportedFloat32Reference) |
| 43 | { |
| 44 | armnn::RefWorkloadFactory factory; |
| 45 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::Float32>(&factory); |
| 46 | } |
| 47 | |
| 48 | BOOST_AUTO_TEST_CASE(IsLayerSupportedUint8Reference) |
| 49 | { |
| 50 | armnn::RefWorkloadFactory factory; |
| 51 | IsLayerSupportedTests<armnn::RefWorkloadFactory, armnn::DataType::QuantisedAsymm8>(&factory); |
| 52 | } |
| 53 | |
| 54 | BOOST_AUTO_TEST_CASE(IsConvertFp16ToFp32SupportedReference) |
| 55 | { |
| 56 | std::string reasonIfUnsupported; |
| 57 | |
| 58 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer, |
| 59 | armnn::DataType::Float16, armnn::DataType::Float32>(reasonIfUnsupported); |
| 60 | |
| 61 | BOOST_CHECK(result); |
| 62 | } |
| 63 | |
| 64 | BOOST_AUTO_TEST_CASE(IsConvertFp16ToFp32SupportedFp32InputReference) |
| 65 | { |
| 66 | std::string reasonIfUnsupported; |
| 67 | |
| 68 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer, |
| 69 | armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); |
| 70 | |
| 71 | BOOST_CHECK(!result); |
| 72 | BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float32 data type input"); |
| 73 | } |
| 74 | |
| 75 | BOOST_AUTO_TEST_CASE(IsConvertFp16ToFp32SupportedFp16OutputReference) |
| 76 | { |
| 77 | std::string reasonIfUnsupported; |
| 78 | |
| 79 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp16ToFp32Layer, |
| 80 | armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported); |
| 81 | |
| 82 | BOOST_CHECK(!result); |
| 83 | BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float16 data type output"); |
| 84 | } |
| 85 | |
| 86 | BOOST_AUTO_TEST_CASE(IsConvertFp32ToFp16SupportedReference) |
| 87 | { |
| 88 | std::string reasonIfUnsupported; |
| 89 | |
| 90 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer, |
| 91 | armnn::DataType::Float32, armnn::DataType::Float16>(reasonIfUnsupported); |
| 92 | |
| 93 | BOOST_CHECK(result); |
| 94 | } |
| 95 | |
| 96 | BOOST_AUTO_TEST_CASE(IsConvertFp32ToFp16SupportedFp16InputReference) |
| 97 | { |
| 98 | std::string reasonIfUnsupported; |
| 99 | |
| 100 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer, |
| 101 | armnn::DataType::Float16, armnn::DataType::Float16>(reasonIfUnsupported); |
| 102 | |
| 103 | BOOST_CHECK(!result); |
| 104 | BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float16 data type input"); |
| 105 | } |
| 106 | |
| 107 | BOOST_AUTO_TEST_CASE(IsConvertFp32ToFp16SupportedFp32OutputReference) |
| 108 | { |
| 109 | std::string reasonIfUnsupported; |
| 110 | |
| 111 | bool result = IsConvertLayerSupportedTests<armnn::RefWorkloadFactory, armnn::ConvertFp32ToFp16Layer, |
| 112 | armnn::DataType::Float32, armnn::DataType::Float32>(reasonIfUnsupported); |
| 113 | |
| 114 | BOOST_CHECK(!result); |
| 115 | BOOST_CHECK_EQUAL(reasonIfUnsupported, "Layer is not supported with float32 data type output"); |
| 116 | } |
| 117 | |
| 118 | BOOST_AUTO_TEST_SUITE_END() |