Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 5 | |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 6 | #include <armnn/Descriptors.hpp> |
| 7 | #include <armnn/IRuntime.hpp> |
| 8 | #include <armnn/INetwork.hpp> |
Jim Flynn | 4c9ed1d | 2022-01-23 23:57:20 +0000 | [diff] [blame] | 9 | #include <ProfilingOptionsConverter.hpp> |
Jim Flynn | f771321 | 2020-07-14 09:50:59 +0100 | [diff] [blame] | 10 | #include <Processes.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | #include <Runtime.hpp> |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 12 | #include <armnn/TypesUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | |
Jim Flynn | 4c9ed1d | 2022-01-23 23:57:20 +0000 | [diff] [blame] | 14 | |
Nikhil Raj | 77fe76b | 2021-06-09 14:55:32 +0100 | [diff] [blame] | 15 | #include <common/include/LabelsAndEventClasses.hpp> |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 16 | #include <test/ProfilingTestUtils.hpp> |
| 17 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 18 | #include <HeapProfiling.hpp> |
| 19 | #include <LeakChecking.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | |
| 21 | #ifdef WITH_VALGRIND |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 22 | #include <valgrind/memcheck.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 23 | #endif |
| 24 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 25 | #include <doctest/doctest.h> |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 26 | #include "RuntimeTests.hpp" |
Sadik Armagan | a097d2a | 2021-11-24 15:47:28 +0000 | [diff] [blame] | 27 | #include <TestUtils.hpp> |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 28 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 29 | namespace armnn |
| 30 | { |
| 31 | |
Kevin May | d92a6e4 | 2021-02-04 10:27:41 +0000 | [diff] [blame] | 32 | void RuntimeLoadedNetworksReserve(armnn::RuntimeImpl* runtime) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 33 | { |
| 34 | runtime->m_LoadedNetworks.reserve(1); |
| 35 | } |
| 36 | |
| 37 | } |
| 38 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 39 | TEST_SUITE("Runtime") |
| 40 | { |
| 41 | TEST_CASE("RuntimeUnloadNetwork") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 42 | { |
| 43 | // build 2 mock-networks and load them into the runtime |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 44 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 45 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 47 | // Mock network 1. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 48 | armnn::NetworkId networkIdentifier1 = 1; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 49 | armnn::INetworkPtr mockNetwork1(armnn::INetwork::Create()); |
| 50 | mockNetwork1->AddInputLayer(0, "test layer"); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 51 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 52 | runtime->LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime->GetDeviceSpec())); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 53 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 54 | // Mock network 2. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 55 | armnn::NetworkId networkIdentifier2 = 2; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 56 | armnn::INetworkPtr mockNetwork2(armnn::INetwork::Create()); |
| 57 | mockNetwork2->AddInputLayer(0, "test layer"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 58 | runtime->LoadNetwork(networkIdentifier2, Optimize(*mockNetwork2, backends, runtime->GetDeviceSpec())); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 59 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 60 | // Unloads one by its networkID. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 61 | CHECK(runtime->UnloadNetwork(networkIdentifier1) == armnn::Status::Success); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 62 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 63 | CHECK(runtime->UnloadNetwork(networkIdentifier1) == armnn::Status::Failure); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 64 | } |
| 65 | |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 66 | TEST_CASE("RuntimePreImportInputs") |
| 67 | { |
| 68 | armnn::IRuntime::CreationOptions options; |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 69 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 70 | armnn::NetworkId networkId = 1; |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 71 | armnn::INetworkPtr testNetwork(armnn::INetwork::Create()); |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 72 | |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 73 | auto inputLayer1 = testNetwork->AddInputLayer(0, "input 1 layer"); |
| 74 | auto inputLayer2 = testNetwork->AddInputLayer(1, "input 2 layer"); |
| 75 | auto addLayer = testNetwork->AddAdditionLayer("add layer"); |
| 76 | auto outputLayer = testNetwork->AddOutputLayer(2, "output layer"); |
| 77 | |
| 78 | TensorInfo tensorInfo{{4}, armnn::DataType::Signed32}; |
| 79 | |
| 80 | inputLayer1->GetOutputSlot(0).Connect(addLayer->GetInputSlot(0)); |
| 81 | inputLayer1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 82 | |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 83 | inputLayer2->GetOutputSlot(0).Connect(addLayer->GetInputSlot(1)); |
| 84 | inputLayer2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 85 | |
| 86 | addLayer->GetOutputSlot(0).Connect(outputLayer->GetInputSlot(0)); |
| 87 | addLayer->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 88 | |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 89 | std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 90 | |
| 91 | std::string er; |
| 92 | armnn::INetworkProperties networkProperties(true, MemorySource::Malloc, MemorySource::Undefined); |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 93 | runtime->LoadNetwork(networkId, |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 94 | Optimize(*testNetwork, backends, runtime->GetDeviceSpec()), |
| 95 | er, |
| 96 | networkProperties); |
| 97 | |
| 98 | std::vector<int> inputData1(4, 10); |
| 99 | std::vector<int> inputData2(4, 20); |
| 100 | std::vector<int> output(4); |
| 101 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 102 | ConstTensor inputTensor1({{4}, armnn::DataType::Signed32, 0.0f, 0, true}, inputData1.data()); |
| 103 | ConstTensor inputTensor2({{4}, armnn::DataType::Signed32, 0.0f, 0, true}, inputData2.data()); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 104 | Tensor outputTensor({{4}, armnn::DataType::Signed32}, output.data()); |
| 105 | |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 106 | auto importedInputVec1 = runtime->ImportInputs(networkId, {{0, inputTensor1}}); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 107 | CHECK(importedInputVec1.size() == 1); |
| 108 | CHECK(importedInputVec1[0] == 0); |
| 109 | |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 110 | auto memHandle = runtime->CreateWorkingMemHandle(networkId); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 111 | |
| 112 | runtime->Execute(*memHandle.get(), {{1, inputTensor2}}, {{2, outputTensor}}, {0 /* pre-imported id */}); |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 113 | for (auto val: output) { |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 114 | CHECK(val == 30); |
| 115 | } |
| 116 | |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 117 | auto importedInputVec2 = runtime->ImportInputs(networkId, {{1, inputTensor2}}); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 118 | CHECK(importedInputVec2.size() == 1); |
| 119 | CHECK(importedInputVec2[0] == 1); |
| 120 | |
| 121 | runtime->Execute(*memHandle.get(), {{0, inputTensor1}}, {{2, outputTensor}}, {1 /* pre-imported id */}); |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 122 | for (auto val: output) { |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 123 | CHECK(val == 30); |
| 124 | } |
| 125 | |
| 126 | runtime->Execute(*memHandle.get(), {}, {{2, outputTensor}}, {0, 1}); |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 127 | for (auto val: output) { |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 128 | CHECK(val == 30); |
| 129 | } |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 130 | // Duplicate ImportedInputId and LayerBindingId |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 131 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {}, {{2, outputTensor}}, {0, 0});, |
| 132 | armnn::InvalidArgumentException); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 133 | // Duplicate LayerBindingId |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 134 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {{1, inputTensor2}}, {{2, outputTensor}}, {1});, |
| 135 | armnn::InvalidArgumentException); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 136 | // Incorrect ImportedInputId |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 137 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {{1, inputTensor2}}, {{2, outputTensor}}, {10});, |
| 138 | armnn::InvalidArgumentException); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 139 | // Incorrect LayerBindingId |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 140 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {{-2, inputTensor2}}, {{2, outputTensor}}, {1});, |
| 141 | armnn::InvalidArgumentException); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 142 | // Incorrect layer binding id and ImportedInputId |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 143 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {{-2, inputTensor2}}, {{2, outputTensor}}, {10});, |
| 144 | armnn::InvalidArgumentException); |
| 145 | auto importedInputVec3 = runtime->ImportInputs(networkId, {{1, inputTensor2}}); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 146 | CHECK(importedInputVec3[0] == 2); |
| 147 | // Too many ImportedInputIds |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 148 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {}, {{2, outputTensor}}, {0, 1, 2});, |
| 149 | armnn::InvalidArgumentException); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 150 | // Too many InputTensors |
| 151 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 152 | {{0, inputTensor2}, |
| 153 | {1, inputTensor2}, |
| 154 | {2, inputTensor2}}, |
| 155 | {{2, outputTensor}});, armnn::InvalidArgumentException); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 156 | // Too few ImportedInputIds |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 157 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {}, {{2, outputTensor}}, {0});, |
| 158 | armnn::InvalidArgumentException); |
| 159 | runtime->ClearImportedInputs(networkId, {1}); |
| 160 | runtime->Execute(*memHandle.get(), {{1, inputTensor2}}, {{2, outputTensor}}, {0}, {}); |
| 161 | for (auto val: output) { |
| 162 | CHECK(val == 30); |
| 163 | } |
| 164 | // Using deleted pre-imported input |
| 165 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {}, {{2, outputTensor}}, {0, 1}, {});, |
| 166 | armnn::InvalidArgumentException); |
| 167 | |
| 168 | // Trying to delete deleted pre-imported tensor |
| 169 | CHECK_THROWS_AS(runtime->ClearImportedInputs(networkId, {1});, armnn::InvalidArgumentException); |
| 170 | |
| 171 | // Trying to delete unknown pre-imported tensor |
| 172 | CHECK_THROWS_AS(runtime->ClearImportedInputs(networkId, {10});, armnn::InvalidArgumentException); |
| 173 | } |
| 174 | TEST_CASE("RuntimePreImportOutputs") |
| 175 | { |
| 176 | armnn::IRuntime::CreationOptions options; |
| 177 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
| 178 | |
| 179 | armnn::NetworkId networkId = 1; |
| 180 | |
| 181 | armnn::INetworkPtr testNetwork(armnn::INetwork::Create()); |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 182 | TensorInfo tensorInfo{{4}, armnn::DataType::Float32, 0.0f, 0, true}; |
Finn Williams | 8636bc7 | 2021-10-02 15:06:39 +0100 | [diff] [blame] | 183 | |
| 184 | auto inputLayer1 = testNetwork->AddInputLayer(0, "input 1 layer"); |
| 185 | inputLayer1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 186 | |
| 187 | ActivationDescriptor activationDescriptor; |
| 188 | activationDescriptor.m_Function = ActivationFunction::BoundedReLu; |
| 189 | activationDescriptor.m_A = 2.0f; |
| 190 | activationDescriptor.m_B = 0.0f; |
| 191 | auto activationLayer1 = testNetwork->AddActivationLayer(activationDescriptor, "add layer"); |
| 192 | auto outputLayer1 = testNetwork->AddOutputLayer(2, "output layer"); |
| 193 | |
| 194 | inputLayer1->GetOutputSlot(0).Connect(activationLayer1->GetInputSlot(0)); |
| 195 | |
| 196 | activationLayer1->GetOutputSlot(0).Connect(outputLayer1->GetInputSlot(0)); |
| 197 | activationLayer1->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 198 | |
| 199 | auto inputLayer2 = testNetwork->AddInputLayer(1, "input 1 layer"); |
| 200 | |
| 201 | activationDescriptor.m_A = 4.0f; |
| 202 | activationDescriptor.m_B = 2.0f; |
| 203 | auto activationLayer2 = testNetwork->AddActivationLayer(activationDescriptor, "add layer"); |
| 204 | auto outputLayer2 = testNetwork->AddOutputLayer(3, "output layer"); |
| 205 | |
| 206 | inputLayer2->GetOutputSlot(0).Connect(activationLayer2->GetInputSlot(0)); |
| 207 | inputLayer2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 208 | |
| 209 | activationLayer2->GetOutputSlot(0).Connect(outputLayer2->GetInputSlot(0)); |
| 210 | activationLayer2->GetOutputSlot(0).SetTensorInfo(tensorInfo); |
| 211 | |
| 212 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 213 | |
| 214 | std::string er; |
| 215 | armnn::INetworkProperties networkProperties(true, MemorySource::Malloc, MemorySource::Malloc); |
| 216 | runtime->LoadNetwork(networkId, |
| 217 | Optimize(*testNetwork, backends, runtime->GetDeviceSpec()), |
| 218 | er, |
| 219 | networkProperties); |
| 220 | |
| 221 | std::vector<float> inputData1(4, 1.0f); |
| 222 | std::vector<float> inputData2(4, 3.0f); |
| 223 | |
| 224 | std::vector<float> outputData1(4); |
| 225 | std::vector<float> outputData2(4); |
| 226 | |
| 227 | ConstTensor inputTensor1(tensorInfo, inputData1.data()); |
| 228 | ConstTensor inputTensor2(tensorInfo, inputData2.data()); |
| 229 | |
| 230 | Tensor outputTensor1{tensorInfo, outputData1.data()}; |
| 231 | Tensor outputTensor2{tensorInfo, outputData2.data()}; |
| 232 | |
| 233 | InputTensors inputTensors = {{0, inputTensor1}, {1, inputTensor2}}; |
| 234 | |
| 235 | std::pair<LayerBindingId, class Tensor> output1{2, outputTensor1}; |
| 236 | std::pair<LayerBindingId, class Tensor> output2{3, outputTensor2}; |
| 237 | |
| 238 | auto testOutputs = [&]() |
| 239 | { |
| 240 | for (auto val : outputData1) |
| 241 | { |
| 242 | CHECK(val == 1.0f); |
| 243 | } |
| 244 | |
| 245 | for (auto val : outputData2) |
| 246 | { |
| 247 | CHECK(val == 3.0f); |
| 248 | } |
| 249 | }; |
| 250 | |
| 251 | auto memHandle = runtime->CreateWorkingMemHandle(networkId); |
| 252 | |
| 253 | runtime->Execute(*memHandle.get(),inputTensors, {output1, output2}); |
| 254 | testOutputs(); |
| 255 | |
| 256 | auto importedOutputVec = runtime->ImportOutputs(networkId, {output1, output2 }); |
| 257 | CHECK(importedOutputVec.size() == 2); |
| 258 | CHECK(importedOutputVec[0] == 0); |
| 259 | CHECK(importedOutputVec[1] == 1); |
| 260 | |
| 261 | runtime->Execute(*memHandle.get(), inputTensors, {}, {}, importedOutputVec); |
| 262 | testOutputs(); |
| 263 | |
| 264 | runtime->Execute(*memHandle.get(), inputTensors, {output1}, {}, {1}); |
| 265 | testOutputs(); |
| 266 | |
| 267 | runtime->Execute(*memHandle.get(), inputTensors, {output2}, {}, {0}); |
| 268 | testOutputs(); |
| 269 | |
| 270 | auto importedInputVec = runtime->ImportInputs(networkId, inputTensors); |
| 271 | CHECK(importedInputVec.size() == 2); |
| 272 | CHECK(importedInputVec[0] == 0); |
| 273 | CHECK(importedInputVec[1] == 1); |
| 274 | |
| 275 | runtime->Execute(*memHandle.get(), {}, {}, importedInputVec, importedOutputVec); |
| 276 | testOutputs(); |
| 277 | |
| 278 | runtime->Execute(*memHandle.get(), {{0, inputTensor1}}, {output2}, {1}, {0}); |
| 279 | testOutputs(); |
| 280 | |
| 281 | // Too many ids |
| 282 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {output1, output2}, {}, {0, 1});, |
| 283 | armnn::InvalidArgumentException); |
| 284 | |
| 285 | // Duplicate ids |
| 286 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {output2}, {}, {1});, |
| 287 | armnn::InvalidArgumentException); |
| 288 | |
| 289 | // Duplicate ids |
| 290 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {output1, output1}, {}, {});, |
| 291 | armnn::InvalidArgumentException); |
| 292 | |
| 293 | // Duplicate ids |
| 294 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {}, {}, {0, 0}), |
| 295 | armnn::InvalidArgumentException); |
| 296 | |
| 297 | // Unknown id |
| 298 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {output1}, {}, {3});, |
| 299 | armnn::InvalidArgumentException); |
| 300 | |
| 301 | // Unknown id |
| 302 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {{4, outputTensor2}}, {}, {1});, |
| 303 | armnn::InvalidArgumentException); |
| 304 | |
| 305 | // Input id for output |
| 306 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {{0, outputTensor2}}, {}, {1});, |
| 307 | armnn::InvalidArgumentException); |
| 308 | |
| 309 | // Input id for output |
| 310 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {{0, outputTensor2}}, {}, {1});, |
| 311 | armnn::InvalidArgumentException); |
| 312 | |
| 313 | // Output id for input |
| 314 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), {{2, inputTensor1}}, {{0, outputTensor2}}, {1}, {1, 0});, |
| 315 | armnn::InvalidArgumentException); |
| 316 | |
| 317 | runtime->ClearImportedOutputs(networkId, {1}); |
| 318 | |
| 319 | runtime->Execute(*memHandle.get(), inputTensors, {output2}, {}, {0}); |
| 320 | testOutputs(); |
| 321 | |
| 322 | // Trying to use deleted pre-imported tensor |
| 323 | CHECK_THROWS_AS(runtime->Execute(*memHandle.get(), inputTensors, {}, {}, importedOutputVec), |
| 324 | armnn::InvalidArgumentException); |
| 325 | |
| 326 | // Trying to delete deleted pre-imported tensor |
| 327 | CHECK_THROWS_AS(runtime->ClearImportedOutputs(networkId, {1});, armnn::InvalidArgumentException); |
| 328 | |
| 329 | // Trying to delete unknown pre-imported tensor |
| 330 | CHECK_THROWS_AS(runtime->ClearImportedOutputs(networkId, {10});, armnn::InvalidArgumentException); |
Finn Williams | f37b970 | 2021-09-01 18:06:04 +0100 | [diff] [blame] | 331 | } |
| 332 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 333 | // Note: the current builds we don't do valgrind and gperftools based leak checking at the same |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 334 | // time, so in practice WITH_VALGRIND and ARMNN_LEAK_CHECKING_ENABLED are exclusive. The |
| 335 | // valgrind tests can stay for x86 builds, but on hikey Valgrind is just way too slow |
| 336 | // to be integrated into the CI system. |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 337 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 338 | #ifdef ARMNN_LEAK_CHECKING_ENABLED |
| 339 | |
| 340 | struct DisableGlobalLeakChecking |
| 341 | { |
| 342 | DisableGlobalLeakChecking() |
| 343 | { |
| 344 | ARMNN_LOCAL_LEAK_CHECKING_ONLY(); |
| 345 | } |
| 346 | }; |
| 347 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 348 | TEST_CASE_FIXTURE(DisableGlobalLeakChecking, "RuntimeHeapMemoryUsageSanityChecks") |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 349 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 350 | CHECK(ARMNN_LEAK_CHECKER_IS_ACTIVE()); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 351 | { |
| 352 | ARMNN_SCOPED_LEAK_CHECKER("Sanity_Check_Outer"); |
| 353 | { |
| 354 | ARMNN_SCOPED_LEAK_CHECKER("Sanity_Check_Inner"); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 355 | CHECK(ARMNN_NO_LEAKS_IN_SCOPE() == true); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 356 | std::unique_ptr<char[]> dummyAllocation(new char[1000]); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 357 | // "A leak of 1000 bytes is expected here. " |
| 358 | // "Please make sure environment variable: HEAPCHECK=draconian is set!" |
| 359 | CHECK((ARMNN_NO_LEAKS_IN_SCOPE() == false)); |
| 360 | CHECK(ARMNN_BYTES_LEAKED_IN_SCOPE() == 1000); |
| 361 | CHECK(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 1); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 362 | } |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 363 | CHECK(ARMNN_NO_LEAKS_IN_SCOPE()); |
| 364 | CHECK(ARMNN_BYTES_LEAKED_IN_SCOPE() == 0); |
| 365 | CHECK(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 0); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 366 | } |
| 367 | } |
| 368 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 369 | #endif // ARMNN_LEAK_CHECKING_ENABLED |
| 370 | |
| 371 | // Note: this part of the code is due to be removed when we fully trust the gperftools based results. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 372 | #ifdef WITH_VALGRIND |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 373 | // Run with the following command to get all the amazing output (in the devenv/build folder) :) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 374 | // valgrind --leak-check=full --show-leak-kinds=all --log-file=Valgrind_Memcheck_Leak_Report.txt armnn/test/UnitTests |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 375 | TEST_CASE("RuntimeMemoryLeak") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 376 | { |
| 377 | // From documentation: |
| 378 | |
| 379 | // This means that no pointer to the block can be found. The block is classified as "lost", |
| 380 | // because the programmer could not possibly have freed it at program exit, since no pointer to it exists. |
| 381 | unsigned long leakedBefore = 0; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 382 | unsigned long leakedAfter = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 383 | |
| 384 | // A start-pointer or chain of start-pointers to the block is found. Since the block is still pointed at, |
| 385 | // the programmer could, at least in principle, have freed it before program exit. |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 386 | // We want to test this in case memory is not freed as early as it could have been. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 387 | unsigned long reachableBefore = 0; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 388 | unsigned long reachableAfter = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 389 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 390 | // Needed as out params but we don't test them. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 391 | unsigned long dubious = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 392 | unsigned long suppressed = 0; |
| 393 | |
| 394 | armnn::NetworkId networkIdentifier1 = 1; |
| 395 | |
| 396 | // ensure that runtime is large enough before checking for memory leaks |
| 397 | // otherwise when loading the network it will automatically reserve memory that won't be released until destruction |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 398 | armnn::IRuntime::CreationOptions options; |
Kevin May | d92a6e4 | 2021-02-04 10:27:41 +0000 | [diff] [blame] | 399 | armnn::RuntimeImpl runtime(options); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 400 | armnn::RuntimeLoadedNetworksReserve(&runtime); |
| 401 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 402 | { |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 403 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 404 | |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 405 | armnn::INetworkPtr mockNetwork1(armnn::INetwork::Create()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 406 | mockNetwork1->AddInputLayer(0, "test layer"); |
| 407 | |
Matteo Martincigh | 9326aab | 2018-11-15 10:54:54 +0000 | [diff] [blame] | 408 | // Warm-up load/unload pair to put the runtime in a stable state (memory-wise). |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 409 | runtime.LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime.GetDeviceSpec())); |
Matteo Martincigh | 9326aab | 2018-11-15 10:54:54 +0000 | [diff] [blame] | 410 | runtime.UnloadNetwork(networkIdentifier1); |
| 411 | |
| 412 | // Checks for leaks before we load the network and record them so that we can see the delta after unloading. |
| 413 | VALGRIND_DO_QUICK_LEAK_CHECK; |
| 414 | VALGRIND_COUNT_LEAKS(leakedBefore, dubious, reachableBefore, suppressed); |
| 415 | |
| 416 | // The actual test. |
| 417 | runtime.LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime.GetDeviceSpec())); |
| 418 | runtime.UnloadNetwork(networkIdentifier1); |
| 419 | |
| 420 | VALGRIND_DO_ADDED_LEAK_CHECK; |
| 421 | VALGRIND_COUNT_LEAKS(leakedAfter, dubious, reachableAfter, suppressed); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 422 | } |
| 423 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 424 | // If we're not running under Valgrind, these vars will have been initialised to 0, so this will always pass. |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 425 | CHECK(leakedBefore == leakedAfter); |
| 426 | CHECK(reachableBefore == reachableAfter); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 427 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 428 | // These are needed because VALGRIND_COUNT_LEAKS is a macro that assigns to the parameters |
| 429 | // so they are assigned to, but still considered unused, causing a warning. |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 430 | IgnoreUnused(dubious); |
| 431 | IgnoreUnused(suppressed); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 432 | } |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 433 | #endif // WITH_VALGRIND |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 434 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 435 | TEST_CASE("RuntimeCpuRef") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 436 | { |
| 437 | using namespace armnn; |
| 438 | |
| 439 | // Create runtime in which test will run |
| 440 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 441 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 442 | |
| 443 | // build up the structure of the network |
| 444 | INetworkPtr net(INetwork::Create()); |
| 445 | |
| 446 | IConnectableLayer* input = net->AddInputLayer(0); |
| 447 | |
| 448 | // This layer configuration isn't supported by CpuAcc, should be fall back to CpuRef. |
| 449 | NormalizationDescriptor descriptor; |
| 450 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 451 | |
| 452 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 453 | |
| 454 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 455 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 456 | |
| 457 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 458 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 459 | |
| 460 | // optimize the network |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 461 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 462 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 463 | |
| 464 | // Load it into the runtime. It should success. |
| 465 | armnn::NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 466 | CHECK(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 467 | } |
| 468 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 469 | TEST_CASE("RuntimeFallbackToCpuRef") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 470 | { |
| 471 | using namespace armnn; |
| 472 | |
| 473 | // Create runtime in which test will run |
| 474 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 475 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 476 | |
| 477 | // build up the structure of the network |
| 478 | INetworkPtr net(INetwork::Create()); |
| 479 | |
| 480 | IConnectableLayer* input = net->AddInputLayer(0); |
| 481 | |
| 482 | // This layer configuration isn't supported by CpuAcc, should be fall back to CpuRef. |
| 483 | NormalizationDescriptor descriptor; |
| 484 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 485 | |
| 486 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 487 | |
| 488 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 489 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 490 | |
| 491 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 492 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 493 | |
| 494 | // Allow fallback to CpuRef. |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 495 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc, armnn::Compute::CpuRef }; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 496 | // optimize the network |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 497 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 498 | |
| 499 | // Load it into the runtime. It should succeed. |
| 500 | armnn::NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 501 | CHECK(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 502 | } |
| 503 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 504 | TEST_CASE("IVGCVSW_1929_QuantizedSoftmaxIssue") |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 505 | { |
| 506 | // Test for issue reported by Chris Nix in https://jira.arm.com/browse/IVGCVSW-1929 |
| 507 | using namespace armnn; |
| 508 | |
| 509 | // Create runtime in which test will run |
| 510 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 511 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 512 | |
| 513 | // build up the structure of the network |
| 514 | INetworkPtr net(INetwork::Create()); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 515 | armnn::IConnectableLayer* input = net->AddInputLayer(0,"input"); |
| 516 | armnn::IConnectableLayer* softmax = net->AddSoftmaxLayer(armnn::SoftmaxDescriptor(), "softmax"); |
| 517 | armnn::IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 518 | |
| 519 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 520 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 521 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 522 | input->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo(armnn::TensorShape({ 1, 5 }), |
| 523 | armnn::DataType::QAsymmU8, |
| 524 | 1.0f / 255, |
| 525 | 0)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 526 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 527 | softmax->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo(armnn::TensorShape({ 1, 5 }), |
| 528 | armnn::DataType::QAsymmU8)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 529 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 530 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 531 | std::vector<std::string> errMessages; |
Mike Kelly | 3a613cc | 2020-09-29 20:50:35 +0100 | [diff] [blame] | 532 | |
| 533 | try |
| 534 | { |
| 535 | armnn::IOptimizedNetworkPtr optNet = Optimize(*net, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 536 | backends, |
| 537 | runtime->GetDeviceSpec(), |
| 538 | OptimizerOptions(), |
| 539 | errMessages); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 540 | FAIL("An exception should have been thrown"); |
Mike Kelly | 3a613cc | 2020-09-29 20:50:35 +0100 | [diff] [blame] | 541 | } |
Cathal Corbett | 5aa9fd7 | 2022-02-25 15:33:28 +0000 | [diff] [blame^] | 542 | catch (const armnn::InvalidArgumentException&) |
Mike Kelly | 3a613cc | 2020-09-29 20:50:35 +0100 | [diff] [blame] | 543 | { |
| 544 | // Different exceptions are thrown on different backends |
| 545 | } |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 546 | CHECK(errMessages.size() > 0); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 547 | } |
| 548 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 549 | TEST_CASE("RuntimeBackendOptions") |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 550 | { |
| 551 | using namespace armnn; |
| 552 | |
| 553 | IRuntime::CreationOptions creationOptions; |
| 554 | auto& backendOptions = creationOptions.m_BackendOptions; |
| 555 | |
| 556 | |
| 557 | // Define Options on explicit construction |
| 558 | BackendOptions options1("FakeBackend1", |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 559 | { |
| 560 | { "Option1", 1.3f }, |
| 561 | { "Option2", true } |
| 562 | }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 563 | |
| 564 | // Add an option after construction |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 565 | options1.AddOption({ "Option3", "some_value" }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 566 | |
| 567 | // Add the options to CreationOptions struct |
| 568 | backendOptions.push_back(options1); |
| 569 | |
| 570 | // Add more Options via inplace explicit construction |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 571 | backendOptions.emplace_back(BackendOptions{ "FakeBackend1", |
| 572 | {{ "Option4", 42 }} |
| 573 | }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 574 | |
| 575 | |
| 576 | // First group |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 577 | CHECK(backendOptions[0].GetBackendId().Get() == "FakeBackend1"); |
| 578 | CHECK(backendOptions[0].GetOption(0).GetName() == "Option1"); |
| 579 | CHECK(backendOptions[0].GetOption(0).GetValue().IsFloat() == true); |
| 580 | CHECK(backendOptions[0].GetOption(0).GetValue().AsFloat() == 1.3f); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 581 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 582 | CHECK(backendOptions[0].GetOption(1).GetName() == "Option2"); |
| 583 | CHECK(backendOptions[0].GetOption(1).GetValue().IsBool() == true); |
| 584 | CHECK(backendOptions[0].GetOption(1).GetValue().AsBool() == true); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 585 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 586 | CHECK(backendOptions[0].GetOption(2).GetName() == "Option3"); |
| 587 | CHECK(backendOptions[0].GetOption(2).GetValue().IsString() == true); |
| 588 | CHECK(backendOptions[0].GetOption(2).GetValue().AsString() == "some_value"); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 589 | |
| 590 | // Second group |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 591 | CHECK(backendOptions[1].GetBackendId().Get() == "FakeBackend1"); |
| 592 | CHECK(backendOptions[1].GetOption(0).GetName() == "Option4"); |
| 593 | CHECK(backendOptions[1].GetOption(0).GetValue().IsInt() == true); |
| 594 | CHECK(backendOptions[1].GetOption(0).GetValue().AsInt() == 42); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 595 | } |
| 596 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 597 | TEST_CASE("ProfilingDisable") |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 598 | { |
| 599 | using namespace armnn; |
| 600 | |
| 601 | // Create runtime in which the test will run |
| 602 | armnn::IRuntime::CreationOptions options; |
Kevin May | d92a6e4 | 2021-02-04 10:27:41 +0000 | [diff] [blame] | 603 | armnn::RuntimeImpl runtime(options); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 604 | |
| 605 | // build up the structure of the network |
| 606 | INetworkPtr net(INetwork::Create()); |
| 607 | |
| 608 | IConnectableLayer* input = net->AddInputLayer(0); |
| 609 | |
| 610 | // This layer configuration isn't supported by CpuAcc, should fall back to CpuRef. |
| 611 | NormalizationDescriptor descriptor; |
| 612 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 613 | |
| 614 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 615 | |
| 616 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 617 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 618 | |
| 619 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 620 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 621 | |
| 622 | // optimize the network |
| 623 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 624 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime.GetDeviceSpec()); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 625 | |
| 626 | // Load it into the runtime. It should succeed. |
| 627 | armnn::NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 628 | CHECK(runtime.LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 629 | |
Cathal Corbett | 5aa9fd7 | 2022-02-25 15:33:28 +0000 | [diff] [blame^] | 630 | ProfilingServiceRuntimeHelper profilingServiceHelper(GetProfilingService(&runtime)); |
| 631 | BufferManager& bufferManager = profilingServiceHelper.GetProfilingBufferManager(); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 632 | auto readableBuffer = bufferManager.GetReadableBuffer(); |
| 633 | |
| 634 | // Profiling is not enabled, the post-optimisation structure should not be created |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 635 | CHECK(!readableBuffer); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 636 | } |
| 637 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 638 | TEST_CASE("ProfilingEnableCpuRef") |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 639 | { |
| 640 | using namespace armnn; |
Cathal Corbett | 5aa9fd7 | 2022-02-25 15:33:28 +0000 | [diff] [blame^] | 641 | using namespace arm::pipe; |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 642 | |
| 643 | // Create runtime in which the test will run |
| 644 | armnn::IRuntime::CreationOptions options; |
| 645 | options.m_ProfilingOptions.m_EnableProfiling = true; |
Keith Davis | 33ed221 | 2020-03-30 10:43:41 +0100 | [diff] [blame] | 646 | options.m_ProfilingOptions.m_TimelineEnabled = true; |
| 647 | |
Kevin May | d92a6e4 | 2021-02-04 10:27:41 +0000 | [diff] [blame] | 648 | armnn::RuntimeImpl runtime(options); |
Jim Flynn | 4c9ed1d | 2022-01-23 23:57:20 +0000 | [diff] [blame] | 649 | GetProfilingService(&runtime).ResetExternalProfilingOptions( |
| 650 | ConvertExternalProfilingOptions(options.m_ProfilingOptions), false); |
Keith Davis | 33ed221 | 2020-03-30 10:43:41 +0100 | [diff] [blame] | 651 | |
Cathal Corbett | 5aa9fd7 | 2022-02-25 15:33:28 +0000 | [diff] [blame^] | 652 | ProfilingServiceRuntimeHelper profilingServiceHelper(GetProfilingService(&runtime)); |
Keith Davis | 33ed221 | 2020-03-30 10:43:41 +0100 | [diff] [blame] | 653 | profilingServiceHelper.ForceTransitionToState(ProfilingState::NotConnected); |
| 654 | profilingServiceHelper.ForceTransitionToState(ProfilingState::WaitingForAck); |
| 655 | profilingServiceHelper.ForceTransitionToState(ProfilingState::Active); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 656 | |
| 657 | // build up the structure of the network |
| 658 | INetworkPtr net(INetwork::Create()); |
| 659 | |
| 660 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 661 | |
| 662 | NormalizationDescriptor descriptor; |
| 663 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor, "normalization"); |
| 664 | |
| 665 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 666 | |
| 667 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 668 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 669 | |
| 670 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 671 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 672 | |
| 673 | // optimize the network |
| 674 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 675 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime.GetDeviceSpec()); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 676 | |
| 677 | ProfilingGuid optNetGuid = optNet->GetGuid(); |
| 678 | |
| 679 | // Load it into the runtime. It should succeed. |
| 680 | armnn::NetworkId netId; |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 681 | CHECK(runtime.LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 682 | |
Cathal Corbett | 5aa9fd7 | 2022-02-25 15:33:28 +0000 | [diff] [blame^] | 683 | BufferManager& bufferManager = profilingServiceHelper.GetProfilingBufferManager(); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 684 | auto readableBuffer = bufferManager.GetReadableBuffer(); |
| 685 | |
| 686 | // Profiling is enabled, the post-optimisation structure should be created |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 687 | CHECK(readableBuffer != nullptr); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 688 | |
| 689 | unsigned int size = readableBuffer->GetSize(); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 690 | |
| 691 | const unsigned char* readableData = readableBuffer->GetReadableData(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 692 | CHECK(readableData != nullptr); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 693 | |
| 694 | unsigned int offset = 0; |
| 695 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 696 | // Verify Header |
Jim Flynn | f771321 | 2020-07-14 09:50:59 +0100 | [diff] [blame] | 697 | VerifyTimelineHeaderBinary(readableData, offset, size - 8); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 698 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 699 | // Post-optimisation network |
| 700 | // Network entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 701 | VerifyTimelineEntityBinaryPacketData(optNetGuid, readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 702 | |
| 703 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 704 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 705 | EmptyOptional(), |
| 706 | optNetGuid, |
| 707 | LabelsAndEventClasses::NETWORK_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 708 | LabelsAndEventClasses::TYPE_GUID, |
| 709 | readableData, |
| 710 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 711 | |
Jim Flynn | f771321 | 2020-07-14 09:50:59 +0100 | [diff] [blame] | 712 | // Network - START OF LIFE |
| 713 | ProfilingGuid networkSolEventGuid = VerifyTimelineEventBinaryPacket(EmptyOptional(), |
| 714 | EmptyOptional(), |
| 715 | EmptyOptional(), |
| 716 | readableData, |
| 717 | offset); |
Jim Flynn | f771321 | 2020-07-14 09:50:59 +0100 | [diff] [blame] | 718 | |
| 719 | // Network - START OF LIFE event relationship |
| 720 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 721 | EmptyOptional(), |
| 722 | optNetGuid, |
| 723 | networkSolEventGuid, |
| 724 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 725 | readableData, |
| 726 | offset); |
Jim Flynn | f771321 | 2020-07-14 09:50:59 +0100 | [diff] [blame] | 727 | |
| 728 | // Process ID Label |
| 729 | int processID = armnnUtils::Processes::GetCurrentId(); |
| 730 | std::stringstream ss; |
| 731 | ss << processID; |
| 732 | std::string processIdLabel = ss.str(); |
| 733 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), processIdLabel, readableData, offset); |
Jim Flynn | f771321 | 2020-07-14 09:50:59 +0100 | [diff] [blame] | 734 | |
| 735 | // Entity - Process ID relationship |
| 736 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 737 | EmptyOptional(), |
| 738 | optNetGuid, |
| 739 | EmptyOptional(), |
| 740 | LabelsAndEventClasses::PROCESS_ID_GUID, |
| 741 | readableData, |
| 742 | offset); |
Jim Flynn | f771321 | 2020-07-14 09:50:59 +0100 | [diff] [blame] | 743 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 744 | // Input layer |
| 745 | // Input layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 746 | VerifyTimelineEntityBinaryPacketData(input->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 747 | |
| 748 | // Name Entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 749 | ProfilingGuid inputLabelGuid = VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "input", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 750 | |
| 751 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 752 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 753 | EmptyOptional(), |
| 754 | input->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 755 | inputLabelGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 756 | LabelsAndEventClasses::NAME_GUID, |
| 757 | readableData, |
| 758 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 759 | |
| 760 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 761 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 762 | EmptyOptional(), |
| 763 | input->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 764 | LabelsAndEventClasses::LAYER_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 765 | LabelsAndEventClasses::TYPE_GUID, |
| 766 | readableData, |
| 767 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 768 | |
| 769 | // Network - Input layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 770 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 771 | EmptyOptional(), |
| 772 | optNetGuid, |
| 773 | input->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 774 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 775 | readableData, |
| 776 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 777 | |
| 778 | // Normalization layer |
| 779 | // Normalization layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 780 | VerifyTimelineEntityBinaryPacketData(normalize->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 781 | |
| 782 | // Name entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 783 | ProfilingGuid normalizationLayerNameGuid = VerifyTimelineLabelBinaryPacketData( |
| 784 | EmptyOptional(), "normalization", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 785 | |
| 786 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 787 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 788 | EmptyOptional(), |
| 789 | normalize->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 790 | normalizationLayerNameGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 791 | LabelsAndEventClasses::NAME_GUID, |
| 792 | readableData, |
| 793 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 794 | |
| 795 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 796 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 797 | EmptyOptional(), |
| 798 | normalize->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 799 | LabelsAndEventClasses::LAYER_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 800 | LabelsAndEventClasses::TYPE_GUID, |
| 801 | readableData, |
| 802 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 803 | |
| 804 | // Network - Normalize layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 805 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 806 | EmptyOptional(), |
| 807 | optNetGuid, |
| 808 | normalize->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 809 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 810 | readableData, |
| 811 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 812 | |
| 813 | // Input layer - Normalize layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 814 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 815 | EmptyOptional(), |
| 816 | input->GetGuid(), |
| 817 | normalize->GetGuid(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 818 | LabelsAndEventClasses::CONNECTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 819 | readableData, |
| 820 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 821 | |
| 822 | // Normalization workload |
| 823 | // Normalization workload entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 824 | ProfilingGuid normalizationWorkloadGuid = VerifyTimelineEntityBinaryPacketData( |
| 825 | EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 826 | |
| 827 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 828 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 829 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 830 | normalizationWorkloadGuid, |
| 831 | LabelsAndEventClasses::WORKLOAD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 832 | LabelsAndEventClasses::TYPE_GUID, |
| 833 | readableData, |
| 834 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 835 | |
| 836 | // BackendId entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 837 | ProfilingGuid cpuRefLabelGuid = VerifyTimelineLabelBinaryPacketData( |
| 838 | EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 839 | |
| 840 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 841 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 842 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 843 | normalizationWorkloadGuid, |
| 844 | cpuRefLabelGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 845 | LabelsAndEventClasses::BACKENDID_GUID, |
| 846 | readableData, |
| 847 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 848 | |
| 849 | // Normalize layer - Normalize workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 850 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 851 | EmptyOptional(), |
| 852 | normalize->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 853 | normalizationWorkloadGuid, |
| 854 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 855 | readableData, |
| 856 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 857 | |
| 858 | // Output layer |
| 859 | // Output layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 860 | VerifyTimelineEntityBinaryPacketData(output->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 861 | |
| 862 | // Name entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 863 | ProfilingGuid outputLabelGuid = VerifyTimelineLabelBinaryPacketData( |
| 864 | EmptyOptional(), "output", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 865 | |
| 866 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 867 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 868 | EmptyOptional(), |
| 869 | output->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 870 | outputLabelGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 871 | LabelsAndEventClasses::NAME_GUID, |
| 872 | readableData, |
| 873 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 874 | |
| 875 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 876 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 877 | EmptyOptional(), |
| 878 | output->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 879 | LabelsAndEventClasses::LAYER_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 880 | LabelsAndEventClasses::TYPE_GUID, |
| 881 | readableData, |
| 882 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 883 | |
| 884 | // Network - Output layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 885 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 886 | EmptyOptional(), |
| 887 | optNetGuid, |
| 888 | output->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 889 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 890 | readableData, |
| 891 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 892 | |
| 893 | // Normalize layer - Output layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 894 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 895 | EmptyOptional(), |
| 896 | normalize->GetGuid(), |
| 897 | output->GetGuid(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 898 | LabelsAndEventClasses::CONNECTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 899 | readableData, |
| 900 | offset); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 901 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 902 | bufferManager.MarkRead(readableBuffer); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 903 | |
| 904 | // Creates structures for input & output. |
| 905 | std::vector<float> inputData(16); |
| 906 | std::vector<float> outputData(16); |
| 907 | |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 908 | TensorInfo inputTensorInfo = runtime.GetInputTensorInfo(netId, 0); |
| 909 | inputTensorInfo.SetConstant(true); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 910 | InputTensors inputTensors |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 911 | { |
Cathal Corbett | 5b8093c | 2021-10-22 11:12:07 +0100 | [diff] [blame] | 912 | {0, ConstTensor(inputTensorInfo, inputData.data())} |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 913 | }; |
| 914 | OutputTensors outputTensors |
| 915 | { |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 916 | {0, Tensor(runtime.GetOutputTensorInfo(netId, 0), outputData.data())} |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 917 | }; |
| 918 | |
| 919 | // Does the inference. |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 920 | runtime.EnqueueWorkload(netId, inputTensors, outputTensors); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 921 | |
Finn Williams | b6a402f | 2020-03-24 13:46:22 +0000 | [diff] [blame] | 922 | // Get readable buffer for input workload |
| 923 | auto inputReadableBuffer = bufferManager.GetReadableBuffer(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 924 | CHECK(inputReadableBuffer != nullptr); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 925 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 926 | // Get readable buffer for output workload |
| 927 | auto outputReadableBuffer = bufferManager.GetReadableBuffer(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 928 | CHECK(outputReadableBuffer != nullptr); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 929 | |
Finn Williams | b6a402f | 2020-03-24 13:46:22 +0000 | [diff] [blame] | 930 | // Get readable buffer for inference timeline |
| 931 | auto inferenceReadableBuffer = bufferManager.GetReadableBuffer(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 932 | CHECK(inferenceReadableBuffer != nullptr); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 933 | |
| 934 | // Validate input workload data |
| 935 | size = inputReadableBuffer->GetSize(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 936 | CHECK(size == 164); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 937 | |
| 938 | readableData = inputReadableBuffer->GetReadableData(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 939 | CHECK(readableData != nullptr); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 940 | |
| 941 | offset = 0; |
| 942 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 943 | // Verify Header |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 944 | VerifyTimelineHeaderBinary(readableData, offset, 156); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 945 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 946 | // Input workload |
| 947 | // Input workload entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 948 | ProfilingGuid inputWorkloadGuid = VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 949 | |
| 950 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 951 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 952 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 953 | inputWorkloadGuid, |
| 954 | LabelsAndEventClasses::WORKLOAD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 955 | LabelsAndEventClasses::TYPE_GUID, |
| 956 | readableData, |
| 957 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 958 | |
| 959 | // BackendId entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 960 | ProfilingGuid CpuRefLabelGuid = VerifyTimelineLabelBinaryPacketData( |
| 961 | EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 962 | |
| 963 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 964 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 965 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 966 | inputWorkloadGuid, |
| 967 | CpuRefLabelGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 968 | LabelsAndEventClasses::BACKENDID_GUID, |
| 969 | readableData, |
| 970 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 971 | |
| 972 | // Input layer - Input workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 973 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 974 | EmptyOptional(), |
| 975 | input->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 976 | inputWorkloadGuid, |
| 977 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 978 | readableData, |
| 979 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 980 | |
| 981 | bufferManager.MarkRead(inputReadableBuffer); |
| 982 | |
| 983 | // Validate output workload data |
| 984 | size = outputReadableBuffer->GetSize(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 985 | CHECK(size == 164); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 986 | |
| 987 | readableData = outputReadableBuffer->GetReadableData(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 988 | CHECK(readableData != nullptr); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 989 | |
| 990 | offset = 0; |
| 991 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 992 | // Verify Header |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 993 | VerifyTimelineHeaderBinary(readableData, offset, 156); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 994 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 995 | // Output workload |
| 996 | // Output workload entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 997 | ProfilingGuid outputWorkloadGuid = VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 998 | |
| 999 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1000 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1001 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1002 | outputWorkloadGuid, |
| 1003 | LabelsAndEventClasses::WORKLOAD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1004 | LabelsAndEventClasses::TYPE_GUID, |
| 1005 | readableData, |
| 1006 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 1007 | |
| 1008 | // BackendId entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1009 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 1010 | |
| 1011 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1012 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1013 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1014 | outputWorkloadGuid, |
| 1015 | CpuRefLabelGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1016 | LabelsAndEventClasses::BACKENDID_GUID, |
| 1017 | readableData, |
| 1018 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 1019 | |
| 1020 | // Output layer - Output workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1021 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1022 | EmptyOptional(), |
| 1023 | output->GetGuid(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1024 | outputWorkloadGuid, |
| 1025 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1026 | readableData, |
| 1027 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 1028 | |
| 1029 | bufferManager.MarkRead(outputReadableBuffer); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1030 | |
| 1031 | // Validate inference data |
| 1032 | size = inferenceReadableBuffer->GetSize(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1033 | CHECK(size == 976 + 8 * ThreadIdSize); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1034 | |
| 1035 | readableData = inferenceReadableBuffer->GetReadableData(); |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1036 | CHECK(readableData != nullptr); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1037 | |
| 1038 | offset = 0; |
| 1039 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1040 | // Verify Header |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 1041 | VerifyTimelineHeaderBinary(readableData, offset, 968 + 8 * ThreadIdSize); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1042 | |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1043 | // Inference timeline trace |
| 1044 | // Inference entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1045 | ProfilingGuid inferenceGuid = VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1046 | |
| 1047 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1048 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1049 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1050 | inferenceGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1051 | LabelsAndEventClasses::INFERENCE_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1052 | LabelsAndEventClasses::TYPE_GUID, |
| 1053 | readableData, |
| 1054 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1055 | |
| 1056 | // Network - Inference relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1057 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1058 | EmptyOptional(), |
| 1059 | optNetGuid, |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1060 | inferenceGuid, |
| 1061 | LabelsAndEventClasses::EXECUTION_OF_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1062 | readableData, |
| 1063 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1064 | |
| 1065 | // Start Inference life |
| 1066 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1067 | ProfilingGuid inferenceEventGuid = VerifyTimelineEventBinaryPacket( |
| 1068 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1069 | |
| 1070 | // Inference - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1071 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1072 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1073 | inferenceGuid, |
| 1074 | inferenceEventGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1075 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 1076 | readableData, |
| 1077 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1078 | |
| 1079 | // Execution |
| 1080 | // Input workload execution |
| 1081 | // Input workload execution entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1082 | ProfilingGuid inputWorkloadExecutionGuid = VerifyTimelineEntityBinaryPacketData( |
| 1083 | EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1084 | |
| 1085 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1086 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1087 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1088 | inputWorkloadExecutionGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1089 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1090 | LabelsAndEventClasses::TYPE_GUID, |
| 1091 | readableData, |
| 1092 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1093 | |
| 1094 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1095 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1096 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1097 | inferenceGuid, |
| 1098 | inputWorkloadExecutionGuid, |
| 1099 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1100 | readableData, |
| 1101 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1102 | |
| 1103 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1104 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1105 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1106 | inputWorkloadGuid, |
| 1107 | inputWorkloadExecutionGuid, |
| 1108 | LabelsAndEventClasses::EXECUTION_OF_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1109 | readableData, |
| 1110 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1111 | |
| 1112 | // Start Input workload execution life |
| 1113 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1114 | ProfilingGuid inputWorkloadExecutionSOLEventId = VerifyTimelineEventBinaryPacket( |
| 1115 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1116 | |
| 1117 | // Input workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1118 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1119 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1120 | inputWorkloadExecutionGuid, |
| 1121 | inputWorkloadExecutionSOLEventId, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1122 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 1123 | readableData, |
| 1124 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1125 | |
| 1126 | // End of Input workload execution life |
| 1127 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1128 | ProfilingGuid inputWorkloadExecutionEOLEventId = VerifyTimelineEventBinaryPacket( |
| 1129 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1130 | |
| 1131 | // Input workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1132 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1133 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1134 | inputWorkloadExecutionGuid, |
| 1135 | inputWorkloadExecutionEOLEventId, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1136 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 1137 | readableData, |
| 1138 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1139 | |
| 1140 | // Normalize workload execution |
| 1141 | // Normalize workload execution entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1142 | ProfilingGuid normalizeWorkloadExecutionGuid = VerifyTimelineEntityBinaryPacketData( |
| 1143 | EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1144 | |
| 1145 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1146 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1147 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1148 | normalizeWorkloadExecutionGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1149 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1150 | LabelsAndEventClasses::TYPE_GUID, |
| 1151 | readableData, |
| 1152 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1153 | |
| 1154 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1155 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1156 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1157 | inferenceGuid, |
| 1158 | normalizeWorkloadExecutionGuid, |
| 1159 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1160 | readableData, |
| 1161 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1162 | |
| 1163 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1164 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1165 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1166 | normalizationWorkloadGuid, |
| 1167 | normalizeWorkloadExecutionGuid, |
| 1168 | LabelsAndEventClasses::EXECUTION_OF_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1169 | readableData, |
| 1170 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1171 | |
| 1172 | // Start Normalize workload execution life |
| 1173 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1174 | ProfilingGuid normalizationWorkloadExecutionSOLEventGuid = VerifyTimelineEventBinaryPacket( |
| 1175 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1176 | |
| 1177 | // Normalize workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1178 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1179 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1180 | normalizeWorkloadExecutionGuid, |
| 1181 | normalizationWorkloadExecutionSOLEventGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1182 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 1183 | readableData, |
| 1184 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1185 | |
| 1186 | // End of Normalize workload execution life |
| 1187 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1188 | ProfilingGuid normalizationWorkloadExecutionEOLEventGuid = VerifyTimelineEventBinaryPacket( |
| 1189 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1190 | |
| 1191 | // Normalize workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1192 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1193 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1194 | normalizeWorkloadExecutionGuid, |
| 1195 | normalizationWorkloadExecutionEOLEventGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1196 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 1197 | readableData, |
| 1198 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1199 | |
| 1200 | // Output workload execution |
| 1201 | // Output workload execution entity |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1202 | ProfilingGuid outputWorkloadExecutionGuid = VerifyTimelineEntityBinaryPacketData( |
| 1203 | EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1204 | |
| 1205 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1206 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1207 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1208 | outputWorkloadExecutionGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1209 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1210 | LabelsAndEventClasses::TYPE_GUID, |
| 1211 | readableData, |
| 1212 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1213 | |
| 1214 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1215 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1216 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1217 | inferenceGuid, |
| 1218 | outputWorkloadExecutionGuid, |
| 1219 | LabelsAndEventClasses::CHILD_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1220 | readableData, |
| 1221 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1222 | |
| 1223 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1224 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1225 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1226 | outputWorkloadGuid, |
| 1227 | outputWorkloadExecutionGuid, |
| 1228 | LabelsAndEventClasses::EXECUTION_OF_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1229 | readableData, |
| 1230 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1231 | |
| 1232 | // Start Output workload execution life |
| 1233 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1234 | ProfilingGuid outputWorkloadExecutionSOLEventGuid = VerifyTimelineEventBinaryPacket( |
| 1235 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1236 | |
| 1237 | // Output workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1238 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1239 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1240 | outputWorkloadExecutionGuid, |
| 1241 | outputWorkloadExecutionSOLEventGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1242 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 1243 | readableData, |
| 1244 | offset); |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 1245 | |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1246 | // End of Normalize workload execution life |
| 1247 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1248 | ProfilingGuid outputWorkloadExecutionEOLEventGuid = VerifyTimelineEventBinaryPacket( |
| 1249 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1250 | |
| 1251 | // Output workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1252 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1253 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1254 | outputWorkloadExecutionGuid, |
| 1255 | outputWorkloadExecutionEOLEventGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1256 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 1257 | readableData, |
| 1258 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1259 | |
| 1260 | // End of Inference life |
| 1261 | // Event packet - timeline, threadId, eventGuid |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1262 | ProfilingGuid inferenceEOLEventGuid = VerifyTimelineEventBinaryPacket( |
| 1263 | EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1264 | |
| 1265 | // Inference - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1266 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1267 | EmptyOptional(), |
Jim Flynn | 6398a98 | 2020-05-27 17:05:21 +0100 | [diff] [blame] | 1268 | inferenceGuid, |
| 1269 | inferenceEOLEventGuid, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1270 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 1271 | readableData, |
| 1272 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1273 | |
| 1274 | bufferManager.MarkRead(inferenceReadableBuffer); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 1275 | } |
| 1276 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1277 | TEST_CASE("ProfilingPostOptimisationStructureCpuRef") |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 1278 | { |
| 1279 | VerifyPostOptimisationStructureTestImpl(armnn::Compute::CpuRef); |
| 1280 | } |
| 1281 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 1282 | } |