Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame^] | 1 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
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> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 9 | #include <Runtime.hpp> |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 10 | #include <armnn/TypesUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 12 | #include <LabelsAndEventClasses.hpp> |
| 13 | #include <test/ProfilingTestUtils.hpp> |
| 14 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 15 | #include <HeapProfiling.hpp> |
| 16 | #include <LeakChecking.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 17 | |
| 18 | #ifdef WITH_VALGRIND |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 19 | #include <valgrind/memcheck.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | #endif |
| 21 | |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 22 | #include <boost/test/unit_test.hpp> |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 23 | #include "RuntimeTests.hpp" |
Sadik Armagan | ea41b57 | 2020-03-19 18:16:46 +0000 | [diff] [blame] | 24 | #include "TestUtils.hpp" |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 25 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | namespace armnn |
| 27 | { |
| 28 | |
| 29 | void RuntimeLoadedNetworksReserve(armnn::Runtime* runtime) |
| 30 | { |
| 31 | runtime->m_LoadedNetworks.reserve(1); |
| 32 | } |
| 33 | |
| 34 | } |
| 35 | |
| 36 | BOOST_AUTO_TEST_SUITE(Runtime) |
| 37 | |
| 38 | BOOST_AUTO_TEST_CASE(RuntimeUnloadNetwork) |
| 39 | { |
| 40 | // build 2 mock-networks and load them into the runtime |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 41 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 42 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 43 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 44 | // Mock network 1. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 45 | armnn::NetworkId networkIdentifier1 = 1; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | armnn::INetworkPtr mockNetwork1(armnn::INetwork::Create()); |
| 47 | mockNetwork1->AddInputLayer(0, "test layer"); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 48 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 49 | runtime->LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime->GetDeviceSpec())); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 50 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 51 | // Mock network 2. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 52 | armnn::NetworkId networkIdentifier2 = 2; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 53 | armnn::INetworkPtr mockNetwork2(armnn::INetwork::Create()); |
| 54 | mockNetwork2->AddInputLayer(0, "test layer"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 55 | runtime->LoadNetwork(networkIdentifier2, Optimize(*mockNetwork2, backends, runtime->GetDeviceSpec())); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 56 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 57 | // Unloads one by its networkID. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 58 | BOOST_TEST(runtime->UnloadNetwork(networkIdentifier1) == armnn::Status::Success); |
| 59 | |
| 60 | BOOST_TEST(runtime->UnloadNetwork(networkIdentifier1) == armnn::Status::Failure); |
| 61 | } |
| 62 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 63 | // 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] | 64 | // time, so in practice WITH_VALGRIND and ARMNN_LEAK_CHECKING_ENABLED are exclusive. The |
| 65 | // valgrind tests can stay for x86 builds, but on hikey Valgrind is just way too slow |
| 66 | // to be integrated into the CI system. |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 67 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 68 | #ifdef ARMNN_LEAK_CHECKING_ENABLED |
| 69 | |
| 70 | struct DisableGlobalLeakChecking |
| 71 | { |
| 72 | DisableGlobalLeakChecking() |
| 73 | { |
| 74 | ARMNN_LOCAL_LEAK_CHECKING_ONLY(); |
| 75 | } |
| 76 | }; |
| 77 | |
| 78 | BOOST_GLOBAL_FIXTURE(DisableGlobalLeakChecking); |
| 79 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 80 | BOOST_AUTO_TEST_CASE(RuntimeHeapMemoryUsageSanityChecks) |
| 81 | { |
| 82 | BOOST_TEST(ARMNN_LEAK_CHECKER_IS_ACTIVE()); |
| 83 | { |
| 84 | ARMNN_SCOPED_LEAK_CHECKER("Sanity_Check_Outer"); |
| 85 | { |
| 86 | ARMNN_SCOPED_LEAK_CHECKER("Sanity_Check_Inner"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 87 | BOOST_TEST(ARMNN_NO_LEAKS_IN_SCOPE() == true); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 88 | std::unique_ptr<char[]> dummyAllocation(new char[1000]); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 89 | BOOST_CHECK_MESSAGE(ARMNN_NO_LEAKS_IN_SCOPE() == false, |
| 90 | "A leak of 1000 bytes is expected here. " |
| 91 | "Please make sure environment variable: HEAPCHECK=draconian is set!"); |
| 92 | BOOST_TEST(ARMNN_BYTES_LEAKED_IN_SCOPE() == 1000); |
| 93 | BOOST_TEST(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 1); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 94 | } |
| 95 | BOOST_TEST(ARMNN_NO_LEAKS_IN_SCOPE()); |
| 96 | BOOST_TEST(ARMNN_BYTES_LEAKED_IN_SCOPE() == 0); |
| 97 | BOOST_TEST(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 0); |
| 98 | } |
| 99 | } |
| 100 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 101 | #endif // ARMNN_LEAK_CHECKING_ENABLED |
| 102 | |
| 103 | // 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] | 104 | #ifdef WITH_VALGRIND |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 105 | // 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] | 106 | // valgrind --leak-check=full --show-leak-kinds=all --log-file=Valgrind_Memcheck_Leak_Report.txt armnn/test/UnitTests |
| 107 | BOOST_AUTO_TEST_CASE(RuntimeMemoryLeak) |
| 108 | { |
| 109 | // From documentation: |
| 110 | |
| 111 | // This means that no pointer to the block can be found. The block is classified as "lost", |
| 112 | // because the programmer could not possibly have freed it at program exit, since no pointer to it exists. |
| 113 | unsigned long leakedBefore = 0; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 114 | unsigned long leakedAfter = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 115 | |
| 116 | // A start-pointer or chain of start-pointers to the block is found. Since the block is still pointed at, |
| 117 | // the programmer could, at least in principle, have freed it before program exit. |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 118 | // 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] | 119 | unsigned long reachableBefore = 0; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 120 | unsigned long reachableAfter = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 121 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 122 | // Needed as out params but we don't test them. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 123 | unsigned long dubious = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 124 | unsigned long suppressed = 0; |
| 125 | |
| 126 | armnn::NetworkId networkIdentifier1 = 1; |
| 127 | |
| 128 | // ensure that runtime is large enough before checking for memory leaks |
| 129 | // 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] | 130 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 131 | armnn::Runtime runtime(options); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 132 | armnn::RuntimeLoadedNetworksReserve(&runtime); |
| 133 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 134 | { |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 135 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | |
| 137 | std::unique_ptr<armnn::Network> mockNetwork1 = std::make_unique<armnn::Network>(); |
| 138 | mockNetwork1->AddInputLayer(0, "test layer"); |
| 139 | |
Matteo Martincigh | 9326aab | 2018-11-15 10:54:54 +0000 | [diff] [blame] | 140 | // 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] | 141 | runtime.LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime.GetDeviceSpec())); |
Matteo Martincigh | 9326aab | 2018-11-15 10:54:54 +0000 | [diff] [blame] | 142 | runtime.UnloadNetwork(networkIdentifier1); |
| 143 | |
| 144 | // Checks for leaks before we load the network and record them so that we can see the delta after unloading. |
| 145 | VALGRIND_DO_QUICK_LEAK_CHECK; |
| 146 | VALGRIND_COUNT_LEAKS(leakedBefore, dubious, reachableBefore, suppressed); |
| 147 | |
| 148 | // The actual test. |
| 149 | runtime.LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime.GetDeviceSpec())); |
| 150 | runtime.UnloadNetwork(networkIdentifier1); |
| 151 | |
| 152 | VALGRIND_DO_ADDED_LEAK_CHECK; |
| 153 | VALGRIND_COUNT_LEAKS(leakedAfter, dubious, reachableAfter, suppressed); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 154 | } |
| 155 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 156 | // If we're not running under Valgrind, these vars will have been initialised to 0, so this will always pass. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 157 | BOOST_TEST(leakedBefore == leakedAfter); |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 158 | BOOST_TEST(reachableBefore == reachableAfter); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 159 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 160 | // These are needed because VALGRIND_COUNT_LEAKS is a macro that assigns to the parameters |
| 161 | // so they are assigned to, but still considered unused, causing a warning. |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 162 | IgnoreUnused(dubious); |
| 163 | IgnoreUnused(suppressed); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 164 | } |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 165 | #endif // WITH_VALGRIND |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 166 | |
| 167 | BOOST_AUTO_TEST_CASE(RuntimeCpuRef) |
| 168 | { |
| 169 | using namespace armnn; |
| 170 | |
| 171 | // Create runtime in which test will run |
| 172 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 173 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 174 | |
| 175 | // build up the structure of the network |
| 176 | INetworkPtr net(INetwork::Create()); |
| 177 | |
| 178 | IConnectableLayer* input = net->AddInputLayer(0); |
| 179 | |
| 180 | // This layer configuration isn't supported by CpuAcc, should be fall back to CpuRef. |
| 181 | NormalizationDescriptor descriptor; |
| 182 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 183 | |
| 184 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 185 | |
| 186 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 187 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 188 | |
| 189 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 190 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 191 | |
| 192 | // optimize the network |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 193 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 194 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 195 | |
| 196 | // Load it into the runtime. It should success. |
| 197 | armnn::NetworkId netId; |
| 198 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 199 | } |
| 200 | |
| 201 | BOOST_AUTO_TEST_CASE(RuntimeFallbackToCpuRef) |
| 202 | { |
| 203 | using namespace armnn; |
| 204 | |
| 205 | // Create runtime in which test will run |
| 206 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 207 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 208 | |
| 209 | // build up the structure of the network |
| 210 | INetworkPtr net(INetwork::Create()); |
| 211 | |
| 212 | IConnectableLayer* input = net->AddInputLayer(0); |
| 213 | |
| 214 | // This layer configuration isn't supported by CpuAcc, should be fall back to CpuRef. |
| 215 | NormalizationDescriptor descriptor; |
| 216 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 217 | |
| 218 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 219 | |
| 220 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 221 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 222 | |
| 223 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 224 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 225 | |
| 226 | // Allow fallback to CpuRef. |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 227 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc, armnn::Compute::CpuRef }; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 228 | // optimize the network |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 229 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 230 | |
| 231 | // Load it into the runtime. It should succeed. |
| 232 | armnn::NetworkId netId; |
| 233 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 234 | } |
| 235 | |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 236 | BOOST_AUTO_TEST_CASE(IVGCVSW_1929_QuantizedSoftmaxIssue) |
| 237 | { |
| 238 | // Test for issue reported by Chris Nix in https://jira.arm.com/browse/IVGCVSW-1929 |
| 239 | using namespace armnn; |
| 240 | |
| 241 | // Create runtime in which test will run |
| 242 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 243 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 244 | |
| 245 | // build up the structure of the network |
| 246 | INetworkPtr net(INetwork::Create()); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 247 | armnn::IConnectableLayer* input = net->AddInputLayer(0,"input"); |
| 248 | armnn::IConnectableLayer* softmax = net->AddSoftmaxLayer(armnn::SoftmaxDescriptor(), "softmax"); |
| 249 | armnn::IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 250 | |
| 251 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 252 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 253 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 254 | input->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo(armnn::TensorShape({ 1, 5 }), |
| 255 | armnn::DataType::QAsymmU8, |
| 256 | 1.0f / 255, |
| 257 | 0)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 258 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 259 | softmax->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo(armnn::TensorShape({ 1, 5 }), |
| 260 | armnn::DataType::QAsymmU8)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 261 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 262 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 263 | std::vector<std::string> errMessages; |
| 264 | armnn::IOptimizedNetworkPtr optNet = Optimize(*net, |
| 265 | backends, |
| 266 | runtime->GetDeviceSpec(), |
| 267 | OptimizerOptions(), |
| 268 | errMessages); |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 269 | |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 270 | BOOST_TEST(errMessages.size() == 1); |
| 271 | BOOST_TEST(errMessages[0] == |
| 272 | "ERROR: output 0 of layer Softmax (softmax) is of type " |
| 273 | "Quantized 8 bit but its scale parameter has not been set"); |
| 274 | BOOST_TEST(!optNet); |
| 275 | } |
| 276 | |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 277 | BOOST_AUTO_TEST_CASE(RuntimeBackendOptions) |
| 278 | { |
| 279 | using namespace armnn; |
| 280 | |
| 281 | IRuntime::CreationOptions creationOptions; |
| 282 | auto& backendOptions = creationOptions.m_BackendOptions; |
| 283 | |
| 284 | |
| 285 | // Define Options on explicit construction |
| 286 | BackendOptions options1("FakeBackend1", |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 287 | { |
| 288 | { "Option1", 1.3f }, |
| 289 | { "Option2", true } |
| 290 | }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 291 | |
| 292 | // Add an option after construction |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 293 | options1.AddOption({ "Option3", "some_value" }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 294 | |
| 295 | // Add the options to CreationOptions struct |
| 296 | backendOptions.push_back(options1); |
| 297 | |
| 298 | // Add more Options via inplace explicit construction |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 299 | backendOptions.emplace_back(BackendOptions{ "FakeBackend1", |
| 300 | {{ "Option4", 42 }} |
| 301 | }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 302 | |
| 303 | |
| 304 | // First group |
| 305 | BOOST_TEST(backendOptions[0].GetBackendId().Get() == "FakeBackend1"); |
| 306 | BOOST_TEST(backendOptions[0].GetOption(0).GetName() == "Option1"); |
| 307 | BOOST_TEST(backendOptions[0].GetOption(0).GetValue().IsFloat() == true); |
| 308 | BOOST_TEST(backendOptions[0].GetOption(0).GetValue().AsFloat() == 1.3f); |
| 309 | |
| 310 | BOOST_TEST(backendOptions[0].GetOption(1).GetName() == "Option2"); |
| 311 | BOOST_TEST(backendOptions[0].GetOption(1).GetValue().IsBool() == true); |
| 312 | BOOST_TEST(backendOptions[0].GetOption(1).GetValue().AsBool() == true); |
| 313 | |
| 314 | BOOST_TEST(backendOptions[0].GetOption(2).GetName() == "Option3"); |
| 315 | BOOST_TEST(backendOptions[0].GetOption(2).GetValue().IsString() == true); |
| 316 | BOOST_TEST(backendOptions[0].GetOption(2).GetValue().AsString() == "some_value"); |
| 317 | |
| 318 | // Second group |
| 319 | BOOST_TEST(backendOptions[1].GetBackendId().Get() == "FakeBackend1"); |
| 320 | BOOST_TEST(backendOptions[1].GetOption(0).GetName() == "Option4"); |
| 321 | BOOST_TEST(backendOptions[1].GetOption(0).GetValue().IsInt() == true); |
| 322 | BOOST_TEST(backendOptions[1].GetOption(0).GetValue().AsInt() == 42); |
| 323 | } |
| 324 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 325 | BOOST_AUTO_TEST_CASE(ProfilingDisable) |
| 326 | { |
| 327 | using namespace armnn; |
| 328 | |
| 329 | // Create runtime in which the test will run |
| 330 | armnn::IRuntime::CreationOptions options; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 331 | armnn::Runtime runtime(options); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 332 | |
| 333 | // build up the structure of the network |
| 334 | INetworkPtr net(INetwork::Create()); |
| 335 | |
| 336 | IConnectableLayer* input = net->AddInputLayer(0); |
| 337 | |
| 338 | // This layer configuration isn't supported by CpuAcc, should fall back to CpuRef. |
| 339 | NormalizationDescriptor descriptor; |
| 340 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 341 | |
| 342 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 343 | |
| 344 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 345 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 346 | |
| 347 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 348 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 349 | |
| 350 | // optimize the network |
| 351 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 352 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime.GetDeviceSpec()); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 353 | |
| 354 | // Load it into the runtime. It should succeed. |
| 355 | armnn::NetworkId netId; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 356 | BOOST_TEST(runtime.LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 357 | |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 358 | profiling::ProfilingServiceRuntimeHelper profilingServiceHelper(GetProfilingService(&runtime)); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 359 | profiling::BufferManager& bufferManager = profilingServiceHelper.GetProfilingBufferManager(); |
| 360 | auto readableBuffer = bufferManager.GetReadableBuffer(); |
| 361 | |
| 362 | // Profiling is not enabled, the post-optimisation structure should not be created |
| 363 | BOOST_TEST(!readableBuffer); |
| 364 | } |
| 365 | |
| 366 | BOOST_AUTO_TEST_CASE(ProfilingEnableCpuRef) |
| 367 | { |
| 368 | using namespace armnn; |
| 369 | using namespace armnn::profiling; |
| 370 | |
| 371 | // Create runtime in which the test will run |
| 372 | armnn::IRuntime::CreationOptions options; |
| 373 | options.m_ProfilingOptions.m_EnableProfiling = true; |
Keith Davis | 33ed221 | 2020-03-30 10:43:41 +0100 | [diff] [blame] | 374 | options.m_ProfilingOptions.m_TimelineEnabled = true; |
| 375 | |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 376 | armnn::Runtime runtime(options); |
Keith Davis | 33ed221 | 2020-03-30 10:43:41 +0100 | [diff] [blame] | 377 | GetProfilingService(&runtime).ResetExternalProfilingOptions(options.m_ProfilingOptions, false); |
| 378 | |
| 379 | profiling::ProfilingServiceRuntimeHelper profilingServiceHelper(GetProfilingService(&runtime)); |
| 380 | profilingServiceHelper.ForceTransitionToState(ProfilingState::NotConnected); |
| 381 | profilingServiceHelper.ForceTransitionToState(ProfilingState::WaitingForAck); |
| 382 | profilingServiceHelper.ForceTransitionToState(ProfilingState::Active); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 383 | |
| 384 | // build up the structure of the network |
| 385 | INetworkPtr net(INetwork::Create()); |
| 386 | |
| 387 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 388 | |
| 389 | NormalizationDescriptor descriptor; |
| 390 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor, "normalization"); |
| 391 | |
| 392 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 393 | |
| 394 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 395 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 396 | |
| 397 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 398 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 399 | |
| 400 | // optimize the network |
| 401 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 402 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime.GetDeviceSpec()); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 403 | |
| 404 | ProfilingGuid optNetGuid = optNet->GetGuid(); |
| 405 | |
| 406 | // Load it into the runtime. It should succeed. |
| 407 | armnn::NetworkId netId; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 408 | BOOST_TEST(runtime.LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 409 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 410 | profiling::BufferManager& bufferManager = profilingServiceHelper.GetProfilingBufferManager(); |
| 411 | auto readableBuffer = bufferManager.GetReadableBuffer(); |
| 412 | |
| 413 | // Profiling is enabled, the post-optimisation structure should be created |
| 414 | BOOST_CHECK(readableBuffer != nullptr); |
| 415 | |
| 416 | unsigned int size = readableBuffer->GetSize(); |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 417 | BOOST_CHECK(size == 852); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 418 | |
| 419 | const unsigned char* readableData = readableBuffer->GetReadableData(); |
| 420 | BOOST_CHECK(readableData != nullptr); |
| 421 | |
| 422 | unsigned int offset = 0; |
| 423 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 424 | // Verify Header |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 425 | VerifyTimelineHeaderBinary(readableData, offset, 844); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 426 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 427 | // Post-optimisation network |
| 428 | // Network entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 429 | VerifyTimelineEntityBinaryPacketData(optNetGuid, readableData, offset |
| 430 | ); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 431 | |
| 432 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 433 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 434 | EmptyOptional(), |
| 435 | optNetGuid, |
| 436 | LabelsAndEventClasses::NETWORK_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 437 | LabelsAndEventClasses::TYPE_GUID, |
| 438 | readableData, |
| 439 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 440 | |
| 441 | // Input layer |
| 442 | // Input layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 443 | VerifyTimelineEntityBinaryPacketData(input->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 444 | |
| 445 | // Name Entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 446 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "input", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 447 | |
| 448 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 449 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 450 | EmptyOptional(), |
| 451 | input->GetGuid(), |
| 452 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 453 | LabelsAndEventClasses::NAME_GUID, |
| 454 | readableData, |
| 455 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 456 | |
| 457 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 458 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 459 | EmptyOptional(), |
| 460 | input->GetGuid(), |
| 461 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 462 | LabelsAndEventClasses::TYPE_GUID, |
| 463 | readableData, |
| 464 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 465 | |
| 466 | // Network - Input layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 467 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 468 | EmptyOptional(), |
| 469 | optNetGuid, |
| 470 | input->GetGuid(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 471 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 472 | readableData, |
| 473 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 474 | |
| 475 | // Normalization layer |
| 476 | // Normalization layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 477 | VerifyTimelineEntityBinaryPacketData(normalize->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 478 | |
| 479 | // Name entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 480 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "normalization", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 481 | |
| 482 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 483 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 484 | EmptyOptional(), |
| 485 | normalize->GetGuid(), |
| 486 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 487 | LabelsAndEventClasses::NAME_GUID, |
| 488 | readableData, |
| 489 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 490 | |
| 491 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 492 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 493 | EmptyOptional(), |
| 494 | normalize->GetGuid(), |
| 495 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 496 | LabelsAndEventClasses::TYPE_GUID, |
| 497 | readableData, |
| 498 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 499 | |
| 500 | // Network - Normalize layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 501 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 502 | EmptyOptional(), |
| 503 | optNetGuid, |
| 504 | normalize->GetGuid(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 505 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 506 | readableData, |
| 507 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 508 | |
| 509 | // Input layer - Normalize layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 510 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 511 | EmptyOptional(), |
| 512 | input->GetGuid(), |
| 513 | normalize->GetGuid(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 514 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 515 | readableData, |
| 516 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 517 | |
| 518 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 519 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 520 | EmptyOptional(), |
| 521 | EmptyOptional(), |
| 522 | LabelsAndEventClasses::CONNECTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 523 | LabelsAndEventClasses::TYPE_GUID, |
| 524 | readableData, |
| 525 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 526 | |
| 527 | // Normalization workload |
| 528 | // Normalization workload entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 529 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 530 | |
| 531 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 532 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 533 | EmptyOptional(), |
| 534 | EmptyOptional(), |
| 535 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 536 | LabelsAndEventClasses::TYPE_GUID, |
| 537 | readableData, |
| 538 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 539 | |
| 540 | // BackendId entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 541 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 542 | |
| 543 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 544 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 545 | EmptyOptional(), |
| 546 | EmptyOptional(), |
| 547 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 548 | LabelsAndEventClasses::BACKENDID_GUID, |
| 549 | readableData, |
| 550 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 551 | |
| 552 | // Normalize layer - Normalize workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 553 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 554 | EmptyOptional(), |
| 555 | normalize->GetGuid(), |
| 556 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 557 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 558 | readableData, |
| 559 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 560 | |
| 561 | // Output layer |
| 562 | // Output layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 563 | VerifyTimelineEntityBinaryPacketData(output->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 564 | |
| 565 | // Name entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 566 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "output", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 567 | |
| 568 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 569 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 570 | EmptyOptional(), |
| 571 | output->GetGuid(), |
| 572 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 573 | LabelsAndEventClasses::NAME_GUID, |
| 574 | readableData, |
| 575 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 576 | |
| 577 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 578 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 579 | EmptyOptional(), |
| 580 | output->GetGuid(), |
| 581 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 582 | LabelsAndEventClasses::TYPE_GUID, |
| 583 | readableData, |
| 584 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 585 | |
| 586 | // Network - Output layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 587 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 588 | EmptyOptional(), |
| 589 | optNetGuid, |
| 590 | output->GetGuid(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 591 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 592 | readableData, |
| 593 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 594 | |
| 595 | // Normalize layer - Output layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 596 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 597 | EmptyOptional(), |
| 598 | normalize->GetGuid(), |
| 599 | output->GetGuid(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 600 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 601 | readableData, |
| 602 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 603 | |
| 604 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 605 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 606 | EmptyOptional(), |
| 607 | EmptyOptional(), |
| 608 | LabelsAndEventClasses::CONNECTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 609 | LabelsAndEventClasses::TYPE_GUID, |
| 610 | readableData, |
| 611 | offset); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 612 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 613 | bufferManager.MarkRead(readableBuffer); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 614 | |
| 615 | // Creates structures for input & output. |
| 616 | std::vector<float> inputData(16); |
| 617 | std::vector<float> outputData(16); |
| 618 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 619 | InputTensors inputTensors |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 620 | { |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 621 | {0, ConstTensor(runtime.GetInputTensorInfo(netId, 0), inputData.data())} |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 622 | }; |
| 623 | OutputTensors outputTensors |
| 624 | { |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 625 | {0, Tensor(runtime.GetOutputTensorInfo(netId, 0), outputData.data())} |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 626 | }; |
| 627 | |
| 628 | // Does the inference. |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame] | 629 | runtime.EnqueueWorkload(netId, inputTensors, outputTensors); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 630 | |
Finn Williams | b6a402f | 2020-03-24 13:46:22 +0000 | [diff] [blame] | 631 | // Get readable buffer for input workload |
| 632 | auto inputReadableBuffer = bufferManager.GetReadableBuffer(); |
| 633 | BOOST_CHECK(inputReadableBuffer != nullptr); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 634 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 635 | // Get readable buffer for output workload |
| 636 | auto outputReadableBuffer = bufferManager.GetReadableBuffer(); |
| 637 | BOOST_CHECK(outputReadableBuffer != nullptr); |
| 638 | |
Finn Williams | b6a402f | 2020-03-24 13:46:22 +0000 | [diff] [blame] | 639 | // Get readable buffer for inference timeline |
| 640 | auto inferenceReadableBuffer = bufferManager.GetReadableBuffer(); |
| 641 | BOOST_CHECK(inferenceReadableBuffer != nullptr); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 642 | |
| 643 | // Validate input workload data |
| 644 | size = inputReadableBuffer->GetSize(); |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 645 | BOOST_CHECK(size == 164); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 646 | |
| 647 | readableData = inputReadableBuffer->GetReadableData(); |
| 648 | BOOST_CHECK(readableData != nullptr); |
| 649 | |
| 650 | offset = 0; |
| 651 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 652 | // Verify Header |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 653 | VerifyTimelineHeaderBinary(readableData, offset, 156); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 654 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 655 | // Input workload |
| 656 | // Input workload entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 657 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 658 | |
| 659 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 660 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 661 | EmptyOptional(), |
| 662 | EmptyOptional(), |
| 663 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 664 | LabelsAndEventClasses::TYPE_GUID, |
| 665 | readableData, |
| 666 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 667 | |
| 668 | // BackendId entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 669 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 670 | |
| 671 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 672 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 673 | EmptyOptional(), |
| 674 | EmptyOptional(), |
| 675 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 676 | LabelsAndEventClasses::BACKENDID_GUID, |
| 677 | readableData, |
| 678 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 679 | |
| 680 | // Input layer - Input workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 681 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 682 | EmptyOptional(), |
| 683 | input->GetGuid(), |
| 684 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 685 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 686 | readableData, |
| 687 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 688 | |
| 689 | bufferManager.MarkRead(inputReadableBuffer); |
| 690 | |
| 691 | // Validate output workload data |
| 692 | size = outputReadableBuffer->GetSize(); |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 693 | BOOST_CHECK(size == 164); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 694 | |
| 695 | readableData = outputReadableBuffer->GetReadableData(); |
| 696 | BOOST_CHECK(readableData != nullptr); |
| 697 | |
| 698 | offset = 0; |
| 699 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 700 | // Verify Header |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 701 | VerifyTimelineHeaderBinary(readableData, offset, 156); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 702 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 703 | // Output workload |
| 704 | // Output workload entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 705 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 706 | |
| 707 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 708 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 709 | EmptyOptional(), |
| 710 | EmptyOptional(), |
| 711 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 712 | LabelsAndEventClasses::TYPE_GUID, |
| 713 | readableData, |
| 714 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 715 | |
| 716 | // BackendId entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 717 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 718 | |
| 719 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 720 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 721 | EmptyOptional(), |
| 722 | EmptyOptional(), |
| 723 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 724 | LabelsAndEventClasses::BACKENDID_GUID, |
| 725 | readableData, |
| 726 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 727 | |
| 728 | // Output layer - Output workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 729 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 730 | EmptyOptional(), |
| 731 | output->GetGuid(), |
| 732 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 733 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 734 | readableData, |
| 735 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 736 | |
| 737 | bufferManager.MarkRead(outputReadableBuffer); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 738 | |
| 739 | // Validate inference data |
| 740 | size = inferenceReadableBuffer->GetSize(); |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 741 | BOOST_CHECK(size == 976 + 8 * ThreadIdSize); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 742 | |
| 743 | readableData = inferenceReadableBuffer->GetReadableData(); |
| 744 | BOOST_CHECK(readableData != nullptr); |
| 745 | |
| 746 | offset = 0; |
| 747 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 748 | // Verify Header |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 749 | VerifyTimelineHeaderBinary(readableData, offset, 968 + 8 * ThreadIdSize); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 750 | |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 751 | // Inference timeline trace |
| 752 | // Inference entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 753 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 754 | |
| 755 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 756 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 757 | EmptyOptional(), |
| 758 | EmptyOptional(), |
| 759 | LabelsAndEventClasses::INFERENCE_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 760 | LabelsAndEventClasses::TYPE_GUID, |
| 761 | readableData, |
| 762 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 763 | |
| 764 | // Network - Inference relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 765 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 766 | EmptyOptional(), |
| 767 | optNetGuid, |
| 768 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 769 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 770 | readableData, |
| 771 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 772 | |
| 773 | // Start Inference life |
| 774 | // Event packet - timeline, threadId, eventGuid |
| 775 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 776 | |
| 777 | // Inference - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 778 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 779 | EmptyOptional(), |
| 780 | EmptyOptional(), |
| 781 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 782 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 783 | readableData, |
| 784 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 785 | |
| 786 | // Execution |
| 787 | // Input workload execution |
| 788 | // Input workload execution entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 789 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 790 | |
| 791 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 792 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 793 | EmptyOptional(), |
| 794 | EmptyOptional(), |
| 795 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 796 | LabelsAndEventClasses::TYPE_GUID, |
| 797 | readableData, |
| 798 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 799 | |
| 800 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 801 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 802 | EmptyOptional(), |
| 803 | EmptyOptional(), |
| 804 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 805 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 806 | readableData, |
| 807 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 808 | |
| 809 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 810 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 811 | EmptyOptional(), |
| 812 | EmptyOptional(), |
| 813 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 814 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 815 | readableData, |
| 816 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 817 | |
| 818 | // Start Input workload execution life |
| 819 | // Event packet - timeline, threadId, eventGuid |
| 820 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 821 | |
| 822 | // Input workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 823 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 824 | EmptyOptional(), |
| 825 | EmptyOptional(), |
| 826 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 827 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 828 | readableData, |
| 829 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 830 | |
| 831 | // End of Input workload execution life |
| 832 | // Event packet - timeline, threadId, eventGuid |
| 833 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 834 | |
| 835 | // Input workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 836 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 837 | EmptyOptional(), |
| 838 | EmptyOptional(), |
| 839 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 840 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 841 | readableData, |
| 842 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 843 | |
| 844 | // Normalize workload execution |
| 845 | // Normalize workload execution entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 846 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 847 | |
| 848 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 849 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 850 | EmptyOptional(), |
| 851 | EmptyOptional(), |
| 852 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 853 | LabelsAndEventClasses::TYPE_GUID, |
| 854 | readableData, |
| 855 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 856 | |
| 857 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 858 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 859 | EmptyOptional(), |
| 860 | EmptyOptional(), |
| 861 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 862 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 863 | readableData, |
| 864 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 865 | |
| 866 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 867 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 868 | EmptyOptional(), |
| 869 | EmptyOptional(), |
| 870 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 871 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 872 | readableData, |
| 873 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 874 | |
| 875 | // Start Normalize workload execution life |
| 876 | // Event packet - timeline, threadId, eventGuid |
| 877 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 878 | |
| 879 | // Normalize workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 880 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 881 | EmptyOptional(), |
| 882 | EmptyOptional(), |
| 883 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 884 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 885 | readableData, |
| 886 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 887 | |
| 888 | // End of Normalize workload execution life |
| 889 | // Event packet - timeline, threadId, eventGuid |
| 890 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 891 | |
| 892 | // Normalize workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 893 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 894 | EmptyOptional(), |
| 895 | EmptyOptional(), |
| 896 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 897 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 898 | readableData, |
| 899 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 900 | |
| 901 | // Output workload execution |
| 902 | // Output workload execution entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 903 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 904 | |
| 905 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 906 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 907 | EmptyOptional(), |
| 908 | EmptyOptional(), |
| 909 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 910 | LabelsAndEventClasses::TYPE_GUID, |
| 911 | readableData, |
| 912 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 913 | |
| 914 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 915 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 916 | EmptyOptional(), |
| 917 | EmptyOptional(), |
| 918 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 919 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 920 | readableData, |
| 921 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 922 | |
| 923 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 924 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 925 | EmptyOptional(), |
| 926 | EmptyOptional(), |
| 927 | EmptyOptional(), |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 928 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 929 | readableData, |
| 930 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 931 | |
| 932 | // Start Output workload execution life |
| 933 | // Event packet - timeline, threadId, eventGuid |
| 934 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 935 | |
| 936 | // Output workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 937 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 938 | EmptyOptional(), |
| 939 | EmptyOptional(), |
| 940 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 941 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 942 | readableData, |
| 943 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 944 | |
Finn Williams | 0a336dc | 2020-05-11 15:39:58 +0100 | [diff] [blame] | 945 | |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 946 | // End of Normalize workload execution life |
| 947 | // Event packet - timeline, threadId, eventGuid |
| 948 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 949 | |
| 950 | // Output workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 951 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 952 | EmptyOptional(), |
| 953 | EmptyOptional(), |
| 954 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 955 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 956 | readableData, |
| 957 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 958 | |
| 959 | // End of Inference life |
| 960 | // Event packet - timeline, threadId, eventGuid |
| 961 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 962 | |
| 963 | // Inference - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 964 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 965 | EmptyOptional(), |
| 966 | EmptyOptional(), |
| 967 | EmptyOptional(), |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 968 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 969 | readableData, |
| 970 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 971 | |
| 972 | bufferManager.MarkRead(inferenceReadableBuffer); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 973 | } |
| 974 | |
| 975 | BOOST_AUTO_TEST_CASE(ProfilingPostOptimisationStructureCpuRef) |
| 976 | { |
| 977 | VerifyPostOptimisationStructureTestImpl(armnn::Compute::CpuRef); |
| 978 | } |
| 979 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 980 | BOOST_AUTO_TEST_SUITE_END() |