Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 1 | // |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 6 | #include "../DriverTestHelpers.hpp" |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 7 | #include "Utils.h" |
| 8 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 9 | #include <1.2/ArmnnDriverImpl.hpp> |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 10 | |
| 11 | #include <sys/system_properties.h> |
| 12 | |
| 13 | #include <cfloat> |
| 14 | |
| 15 | using namespace std; |
| 16 | |
| 17 | struct CapabilitiesFixture |
| 18 | { |
| 19 | CapabilitiesFixture() |
| 20 | { |
Ferran Balaguer | 3892a36 | 2019-07-25 13:47:52 +0100 | [diff] [blame] | 21 | // CleanUp before the execution of each test |
| 22 | CleanUp(); |
| 23 | } |
| 24 | |
| 25 | ~CapabilitiesFixture() |
| 26 | { |
| 27 | // CleanUp after the execution of each test |
| 28 | CleanUp(); |
| 29 | } |
| 30 | |
| 31 | void CleanUp() |
| 32 | { |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 33 | const char* nullStr = ""; |
| 34 | |
| 35 | __system_property_set("Armnn.operandTypeTensorFloat32Performance.execTime", nullStr); |
| 36 | __system_property_set("Armnn.operandTypeTensorFloat32Performance.powerUsage", nullStr); |
| 37 | __system_property_set("Armnn.operandTypeFloat32Performance.execTime", nullStr); |
| 38 | __system_property_set("Armnn.operandTypeFloat32Performance.powerUsage", nullStr); |
| 39 | __system_property_set("Armnn.operandTypeTensorFloat16Performance.execTime", nullStr); |
| 40 | __system_property_set("Armnn.operandTypeTensorFloat16Performance.powerUsage", nullStr); |
| 41 | __system_property_set("Armnn.operandTypeFloat16Performance.execTime", nullStr); |
| 42 | __system_property_set("Armnn.operandTypeFloat16Performance.powerUsage", nullStr); |
| 43 | __system_property_set("Armnn.operandTypeTensorQuant8AsymmPerformance.execTime", nullStr); |
| 44 | __system_property_set("Armnn.operandTypeTensorQuant8AsymmPerformance.powerUsage", nullStr); |
| 45 | __system_property_set("Armnn.operandTypeTensorQuant16SymmPerformance.execTime", nullStr); |
| 46 | __system_property_set("Armnn.operandTypeTensorQuant16SymmPerformance.powerUsage", nullStr); |
| 47 | __system_property_set("Armnn.operandTypeTensorInt32Performance.execTime", nullStr); |
| 48 | __system_property_set("Armnn.operandTypeTensorInt32Performance.powerUsage", nullStr); |
| 49 | __system_property_set("Armnn.operandTypeInt32Performance.execTime", nullStr); |
| 50 | __system_property_set("Armnn.operandTypeInt32Performance.powerUsage", nullStr); |
Kevin May | 87cb761 | 2019-11-11 17:30:35 +0000 | [diff] [blame] | 51 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerformance.execTime", nullStr); |
| 52 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerformance.powerUsage", nullStr); |
| 53 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerChannelPerformance.execTime", nullStr); |
| 54 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerChannelPerformance.powerUsage", nullStr); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 55 | } |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 56 | }; |
| 57 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 58 | void CheckOperandType(const V1_2::Capabilities& capabilities, V1_2::OperandType type, float execTime, float powerUsage) |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 59 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 60 | using namespace armnn_driver::hal_1_2; |
Sadik Armagan | 188675f | 2021-02-12 17:16:42 +0000 | [diff] [blame] | 61 | V1_0::PerformanceInfo perfInfo = android::nn::lookup(capabilities.operandPerformance, type); |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 62 | DOCTEST_CHECK(perfInfo.execTime == execTime); |
| 63 | DOCTEST_CHECK(perfInfo.powerUsage == powerUsage); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 64 | } |
| 65 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 66 | DOCTEST_TEST_SUITE("CapabilitiesTests") |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 67 | { |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 68 | DOCTEST_TEST_CASE_FIXTURE(CapabilitiesFixture, "PerformanceCapabilitiesWithRuntime") |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 69 | { |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 70 | using namespace android::nn; |
| 71 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 72 | auto getCapabilitiesFn = [&](V1_0::ErrorStatus error, const V1_2::Capabilities& capabilities) |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 73 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 74 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_FLOAT32, 2.0f, 2.1f); |
| 75 | CheckOperandType(capabilities, V1_2::OperandType::FLOAT32, 2.2f, 2.3f); |
| 76 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_FLOAT16, 2.4f, 2.5f); |
| 77 | CheckOperandType(capabilities, V1_2::OperandType::FLOAT16, 2.6f, 2.7f); |
| 78 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT8_ASYMM, 2.8f, 2.9f); |
| 79 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT16_SYMM, 3.0f, 3.1f); |
| 80 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_INT32, 3.2f, 3.3f); |
| 81 | CheckOperandType(capabilities, V1_2::OperandType::INT32, 3.4f, 3.5f); |
| 82 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT8_SYMM, 2.8f, 2.9f); |
| 83 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL, 2.8f, 2.9f); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 84 | |
| 85 | // Unsupported operands take FLT_MAX value |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 86 | CheckOperandType(capabilities, V1_2::OperandType::UINT32, FLT_MAX, FLT_MAX); |
| 87 | CheckOperandType(capabilities, V1_2::OperandType::BOOL, FLT_MAX, FLT_MAX); |
| 88 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT16_ASYMM, FLT_MAX, FLT_MAX); |
| 89 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_BOOL8, FLT_MAX, FLT_MAX); |
| 90 | CheckOperandType(capabilities, V1_2::OperandType::OEM, FLT_MAX, FLT_MAX); |
| 91 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_OEM_BYTE, FLT_MAX, FLT_MAX); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 92 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 93 | bool result = (error == V1_0::ErrorStatus::NONE); |
| 94 | DOCTEST_CHECK(result); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 95 | }; |
| 96 | |
| 97 | __system_property_set("Armnn.operandTypeTensorFloat32Performance.execTime", "2.0f"); |
| 98 | __system_property_set("Armnn.operandTypeTensorFloat32Performance.powerUsage", "2.1f"); |
| 99 | __system_property_set("Armnn.operandTypeFloat32Performance.execTime", "2.2f"); |
| 100 | __system_property_set("Armnn.operandTypeFloat32Performance.powerUsage", "2.3f"); |
| 101 | __system_property_set("Armnn.operandTypeTensorFloat16Performance.execTime", "2.4f"); |
| 102 | __system_property_set("Armnn.operandTypeTensorFloat16Performance.powerUsage", "2.5f"); |
| 103 | __system_property_set("Armnn.operandTypeFloat16Performance.execTime", "2.6f"); |
| 104 | __system_property_set("Armnn.operandTypeFloat16Performance.powerUsage", "2.7f"); |
| 105 | __system_property_set("Armnn.operandTypeTensorQuant8AsymmPerformance.execTime", "2.8f"); |
| 106 | __system_property_set("Armnn.operandTypeTensorQuant8AsymmPerformance.powerUsage", "2.9f"); |
| 107 | __system_property_set("Armnn.operandTypeTensorQuant16SymmPerformance.execTime", "3.0f"); |
| 108 | __system_property_set("Armnn.operandTypeTensorQuant16SymmPerformance.powerUsage", "3.1f"); |
| 109 | __system_property_set("Armnn.operandTypeTensorInt32Performance.execTime", "3.2f"); |
| 110 | __system_property_set("Armnn.operandTypeTensorInt32Performance.powerUsage", "3.3f"); |
| 111 | __system_property_set("Armnn.operandTypeInt32Performance.execTime", "3.4f"); |
| 112 | __system_property_set("Armnn.operandTypeInt32Performance.powerUsage", "3.5f"); |
Kevin May | 87cb761 | 2019-11-11 17:30:35 +0000 | [diff] [blame] | 113 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerformance.execTime", "2.8f"); |
| 114 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerformance.powerUsage", "2.9f"); |
| 115 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerChannelPerformance.execTime", "2.8f"); |
| 116 | __system_property_set("Armnn.operandTypeTensorQuant8SymmPerChannelPerformance.powerUsage", "2.9f"); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 117 | |
| 118 | armnn::IRuntime::CreationOptions options; |
| 119 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 120 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 121 | armnn_driver::hal_1_2::ArmnnDriverImpl::getCapabilities_1_2(runtime, getCapabilitiesFn); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 122 | } |
| 123 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 124 | DOCTEST_TEST_CASE_FIXTURE(CapabilitiesFixture, "PerformanceCapabilitiesUndefined") |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 125 | { |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 126 | using namespace android::nn; |
| 127 | |
| 128 | float defaultValue = .1f; |
| 129 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 130 | auto getCapabilitiesFn = [&](V1_0::ErrorStatus error, const V1_2::Capabilities& capabilities) |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 131 | { |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 132 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_FLOAT32, defaultValue, defaultValue); |
| 133 | CheckOperandType(capabilities, V1_2::OperandType::FLOAT32, defaultValue, defaultValue); |
| 134 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_FLOAT16, defaultValue, defaultValue); |
| 135 | CheckOperandType(capabilities, V1_2::OperandType::FLOAT16, defaultValue, defaultValue); |
| 136 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT8_ASYMM, defaultValue, defaultValue); |
| 137 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT16_SYMM, defaultValue, defaultValue); |
| 138 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_INT32, defaultValue, defaultValue); |
| 139 | CheckOperandType(capabilities, V1_2::OperandType::INT32, defaultValue, defaultValue); |
| 140 | CheckOperandType(capabilities, |
| 141 | V1_2::OperandType::TENSOR_QUANT8_SYMM_PER_CHANNEL, |
| 142 | defaultValue, |
| 143 | defaultValue); |
| 144 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT8_SYMM, defaultValue, defaultValue); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 145 | |
| 146 | // Unsupported operands take FLT_MAX value |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 147 | CheckOperandType(capabilities, V1_2::OperandType::UINT32, FLT_MAX, FLT_MAX); |
| 148 | CheckOperandType(capabilities, V1_2::OperandType::BOOL, FLT_MAX, FLT_MAX); |
| 149 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_QUANT16_ASYMM, FLT_MAX, FLT_MAX); |
| 150 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_BOOL8, FLT_MAX, FLT_MAX); |
| 151 | CheckOperandType(capabilities, V1_2::OperandType::OEM, FLT_MAX, FLT_MAX); |
| 152 | CheckOperandType(capabilities, V1_2::OperandType::TENSOR_OEM_BYTE, FLT_MAX, FLT_MAX); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 153 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 154 | bool result = (error == V1_0::ErrorStatus::NONE); |
| 155 | DOCTEST_CHECK(result); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 156 | }; |
| 157 | |
| 158 | armnn::IRuntime::CreationOptions options; |
| 159 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 160 | |
Mike Kelly | e2d611e | 2021-10-14 12:35:58 +0100 | [diff] [blame] | 161 | armnn_driver::hal_1_2::ArmnnDriverImpl::getCapabilities_1_2(runtime, getCapabilitiesFn); |
Ferran Balaguer | d7c8eb9 | 2019-07-01 13:37:44 +0100 | [diff] [blame] | 162 | } |
| 163 | |
Sadik Armagan | 9150bff | 2021-05-26 15:40:53 +0100 | [diff] [blame] | 164 | } |