telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 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" |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 24 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 25 | namespace armnn |
| 26 | { |
| 27 | |
| 28 | void RuntimeLoadedNetworksReserve(armnn::Runtime* runtime) |
| 29 | { |
| 30 | runtime->m_LoadedNetworks.reserve(1); |
| 31 | } |
| 32 | |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 33 | profiling::ProfilingService& GetProfilingService(armnn::Runtime* runtime) |
| 34 | { |
| 35 | return runtime->m_ProfilingService; |
| 36 | } |
| 37 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 38 | } |
| 39 | |
| 40 | BOOST_AUTO_TEST_SUITE(Runtime) |
| 41 | |
| 42 | BOOST_AUTO_TEST_CASE(RuntimeUnloadNetwork) |
| 43 | { |
| 44 | // build 2 mock-networks and load them into the runtime |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 45 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 46 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 47 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 48 | // Mock network 1. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 49 | armnn::NetworkId networkIdentifier1 = 1; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 50 | armnn::INetworkPtr mockNetwork1(armnn::INetwork::Create()); |
| 51 | mockNetwork1->AddInputLayer(0, "test layer"); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 52 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 53 | runtime->LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime->GetDeviceSpec())); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 54 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 55 | // Mock network 2. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 56 | armnn::NetworkId networkIdentifier2 = 2; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 57 | armnn::INetworkPtr mockNetwork2(armnn::INetwork::Create()); |
| 58 | mockNetwork2->AddInputLayer(0, "test layer"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 59 | runtime->LoadNetwork(networkIdentifier2, Optimize(*mockNetwork2, backends, runtime->GetDeviceSpec())); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 60 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 61 | // Unloads one by its networkID. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 62 | BOOST_TEST(runtime->UnloadNetwork(networkIdentifier1) == armnn::Status::Success); |
| 63 | |
| 64 | BOOST_TEST(runtime->UnloadNetwork(networkIdentifier1) == armnn::Status::Failure); |
| 65 | } |
| 66 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 67 | // 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] | 68 | // time, so in practice WITH_VALGRIND and ARMNN_LEAK_CHECKING_ENABLED are exclusive. The |
| 69 | // valgrind tests can stay for x86 builds, but on hikey Valgrind is just way too slow |
| 70 | // to be integrated into the CI system. |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 71 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 72 | #ifdef ARMNN_LEAK_CHECKING_ENABLED |
| 73 | |
| 74 | struct DisableGlobalLeakChecking |
| 75 | { |
| 76 | DisableGlobalLeakChecking() |
| 77 | { |
| 78 | ARMNN_LOCAL_LEAK_CHECKING_ONLY(); |
| 79 | } |
| 80 | }; |
| 81 | |
| 82 | BOOST_GLOBAL_FIXTURE(DisableGlobalLeakChecking); |
| 83 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 84 | BOOST_AUTO_TEST_CASE(RuntimeHeapMemoryUsageSanityChecks) |
| 85 | { |
| 86 | BOOST_TEST(ARMNN_LEAK_CHECKER_IS_ACTIVE()); |
| 87 | { |
| 88 | ARMNN_SCOPED_LEAK_CHECKER("Sanity_Check_Outer"); |
| 89 | { |
| 90 | ARMNN_SCOPED_LEAK_CHECKER("Sanity_Check_Inner"); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 91 | BOOST_TEST(ARMNN_NO_LEAKS_IN_SCOPE() == true); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 92 | std::unique_ptr<char[]> dummyAllocation(new char[1000]); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 93 | BOOST_CHECK_MESSAGE(ARMNN_NO_LEAKS_IN_SCOPE() == false, |
| 94 | "A leak of 1000 bytes is expected here. " |
| 95 | "Please make sure environment variable: HEAPCHECK=draconian is set!"); |
| 96 | BOOST_TEST(ARMNN_BYTES_LEAKED_IN_SCOPE() == 1000); |
| 97 | BOOST_TEST(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 1); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 98 | } |
| 99 | BOOST_TEST(ARMNN_NO_LEAKS_IN_SCOPE()); |
| 100 | BOOST_TEST(ARMNN_BYTES_LEAKED_IN_SCOPE() == 0); |
| 101 | BOOST_TEST(ARMNN_OBJECTS_LEAKED_IN_SCOPE() == 0); |
| 102 | } |
| 103 | } |
| 104 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 105 | #endif // ARMNN_LEAK_CHECKING_ENABLED |
| 106 | |
| 107 | // 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] | 108 | #ifdef WITH_VALGRIND |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 109 | // 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] | 110 | // valgrind --leak-check=full --show-leak-kinds=all --log-file=Valgrind_Memcheck_Leak_Report.txt armnn/test/UnitTests |
| 111 | BOOST_AUTO_TEST_CASE(RuntimeMemoryLeak) |
| 112 | { |
| 113 | // From documentation: |
| 114 | |
| 115 | // This means that no pointer to the block can be found. The block is classified as "lost", |
| 116 | // because the programmer could not possibly have freed it at program exit, since no pointer to it exists. |
| 117 | unsigned long leakedBefore = 0; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 118 | unsigned long leakedAfter = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 119 | |
| 120 | // A start-pointer or chain of start-pointers to the block is found. Since the block is still pointed at, |
| 121 | // the programmer could, at least in principle, have freed it before program exit. |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 122 | // 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] | 123 | unsigned long reachableBefore = 0; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 124 | unsigned long reachableAfter = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 125 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 126 | // Needed as out params but we don't test them. |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 127 | unsigned long dubious = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 128 | unsigned long suppressed = 0; |
| 129 | |
| 130 | armnn::NetworkId networkIdentifier1 = 1; |
| 131 | |
| 132 | // ensure that runtime is large enough before checking for memory leaks |
| 133 | // 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] | 134 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 135 | armnn::Runtime runtime(options); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | armnn::RuntimeLoadedNetworksReserve(&runtime); |
| 137 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 138 | { |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 139 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 140 | |
| 141 | std::unique_ptr<armnn::Network> mockNetwork1 = std::make_unique<armnn::Network>(); |
| 142 | mockNetwork1->AddInputLayer(0, "test layer"); |
| 143 | |
Matteo Martincigh | 9326aab | 2018-11-15 10:54:54 +0000 | [diff] [blame] | 144 | // 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] | 145 | runtime.LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime.GetDeviceSpec())); |
Matteo Martincigh | 9326aab | 2018-11-15 10:54:54 +0000 | [diff] [blame] | 146 | runtime.UnloadNetwork(networkIdentifier1); |
| 147 | |
| 148 | // Checks for leaks before we load the network and record them so that we can see the delta after unloading. |
| 149 | VALGRIND_DO_QUICK_LEAK_CHECK; |
| 150 | VALGRIND_COUNT_LEAKS(leakedBefore, dubious, reachableBefore, suppressed); |
| 151 | |
| 152 | // The actual test. |
| 153 | runtime.LoadNetwork(networkIdentifier1, Optimize(*mockNetwork1, backends, runtime.GetDeviceSpec())); |
| 154 | runtime.UnloadNetwork(networkIdentifier1); |
| 155 | |
| 156 | VALGRIND_DO_ADDED_LEAK_CHECK; |
| 157 | VALGRIND_COUNT_LEAKS(leakedAfter, dubious, reachableAfter, suppressed); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 158 | } |
| 159 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 160 | // 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] | 161 | BOOST_TEST(leakedBefore == leakedAfter); |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 162 | BOOST_TEST(reachableBefore == reachableAfter); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 163 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 164 | // These are needed because VALGRIND_COUNT_LEAKS is a macro that assigns to the parameters |
| 165 | // so they are assigned to, but still considered unused, causing a warning. |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 166 | IgnoreUnused(dubious); |
| 167 | IgnoreUnused(suppressed); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 168 | } |
Aron Virginas-Tar | c26ba75 | 2018-10-22 13:32:01 +0100 | [diff] [blame] | 169 | #endif // WITH_VALGRIND |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 170 | |
| 171 | BOOST_AUTO_TEST_CASE(RuntimeCpuRef) |
| 172 | { |
| 173 | using namespace armnn; |
| 174 | |
| 175 | // Create runtime in which test will run |
| 176 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 177 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 178 | |
| 179 | // build up the structure of the network |
| 180 | INetworkPtr net(INetwork::Create()); |
| 181 | |
| 182 | IConnectableLayer* input = net->AddInputLayer(0); |
| 183 | |
| 184 | // This layer configuration isn't supported by CpuAcc, should be fall back to CpuRef. |
| 185 | NormalizationDescriptor descriptor; |
| 186 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 187 | |
| 188 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 189 | |
| 190 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 191 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 192 | |
| 193 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 194 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 195 | |
| 196 | // optimize the network |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 197 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 198 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 199 | |
| 200 | // Load it into the runtime. It should success. |
| 201 | armnn::NetworkId netId; |
| 202 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 203 | } |
| 204 | |
| 205 | BOOST_AUTO_TEST_CASE(RuntimeFallbackToCpuRef) |
| 206 | { |
| 207 | using namespace armnn; |
| 208 | |
| 209 | // Create runtime in which test will run |
| 210 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 211 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 212 | |
| 213 | // build up the structure of the network |
| 214 | INetworkPtr net(INetwork::Create()); |
| 215 | |
| 216 | IConnectableLayer* input = net->AddInputLayer(0); |
| 217 | |
| 218 | // This layer configuration isn't supported by CpuAcc, should be fall back to CpuRef. |
| 219 | NormalizationDescriptor descriptor; |
| 220 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 221 | |
| 222 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 223 | |
| 224 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 225 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 226 | |
| 227 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 228 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 229 | |
| 230 | // Allow fallback to CpuRef. |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 231 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc, armnn::Compute::CpuRef }; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 232 | // optimize the network |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 233 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime->GetDeviceSpec()); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 234 | |
| 235 | // Load it into the runtime. It should succeed. |
| 236 | armnn::NetworkId netId; |
| 237 | BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) == Status::Success); |
| 238 | } |
| 239 | |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 240 | BOOST_AUTO_TEST_CASE(IVGCVSW_1929_QuantizedSoftmaxIssue) |
| 241 | { |
| 242 | // Test for issue reported by Chris Nix in https://jira.arm.com/browse/IVGCVSW-1929 |
| 243 | using namespace armnn; |
| 244 | |
| 245 | // Create runtime in which test will run |
| 246 | armnn::IRuntime::CreationOptions options; |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 247 | armnn::IRuntimePtr runtime(armnn::IRuntime::Create(options)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 248 | |
| 249 | // build up the structure of the network |
| 250 | INetworkPtr net(INetwork::Create()); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 251 | armnn::IConnectableLayer* input = net->AddInputLayer(0,"input"); |
| 252 | armnn::IConnectableLayer* softmax = net->AddSoftmaxLayer(armnn::SoftmaxDescriptor(), "softmax"); |
| 253 | armnn::IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 254 | |
| 255 | input->GetOutputSlot(0).Connect(softmax->GetInputSlot(0)); |
| 256 | softmax->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 257 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 258 | input->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo(armnn::TensorShape({ 1, 5 }), |
| 259 | armnn::DataType::QAsymmU8, |
| 260 | 1.0f / 255, |
| 261 | 0)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 262 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 263 | softmax->GetOutputSlot(0).SetTensorInfo(armnn::TensorInfo(armnn::TensorShape({ 1, 5 }), |
| 264 | armnn::DataType::QAsymmU8)); |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 265 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 266 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 267 | std::vector<std::string> errMessages; |
| 268 | armnn::IOptimizedNetworkPtr optNet = Optimize(*net, |
| 269 | backends, |
| 270 | runtime->GetDeviceSpec(), |
| 271 | OptimizerOptions(), |
| 272 | errMessages); |
David Beck | f0b4845 | 2018-10-19 15:20:56 +0100 | [diff] [blame] | 273 | |
jimfly01 | 6b0b53d | 2018-10-08 14:43:01 +0100 | [diff] [blame] | 274 | BOOST_TEST(errMessages.size() == 1); |
| 275 | BOOST_TEST(errMessages[0] == |
| 276 | "ERROR: output 0 of layer Softmax (softmax) is of type " |
| 277 | "Quantized 8 bit but its scale parameter has not been set"); |
| 278 | BOOST_TEST(!optNet); |
| 279 | } |
| 280 | |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 281 | BOOST_AUTO_TEST_CASE(RuntimeBackendOptions) |
| 282 | { |
| 283 | using namespace armnn; |
| 284 | |
| 285 | IRuntime::CreationOptions creationOptions; |
| 286 | auto& backendOptions = creationOptions.m_BackendOptions; |
| 287 | |
| 288 | |
| 289 | // Define Options on explicit construction |
| 290 | BackendOptions options1("FakeBackend1", |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 291 | { |
| 292 | { "Option1", 1.3f }, |
| 293 | { "Option2", true } |
| 294 | }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 295 | |
| 296 | // Add an option after construction |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 297 | options1.AddOption({ "Option3", "some_value" }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 298 | |
| 299 | // Add the options to CreationOptions struct |
| 300 | backendOptions.push_back(options1); |
| 301 | |
| 302 | // Add more Options via inplace explicit construction |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 303 | backendOptions.emplace_back(BackendOptions{ "FakeBackend1", |
| 304 | {{ "Option4", 42 }} |
| 305 | }); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 306 | |
| 307 | |
| 308 | // First group |
| 309 | BOOST_TEST(backendOptions[0].GetBackendId().Get() == "FakeBackend1"); |
| 310 | BOOST_TEST(backendOptions[0].GetOption(0).GetName() == "Option1"); |
| 311 | BOOST_TEST(backendOptions[0].GetOption(0).GetValue().IsFloat() == true); |
| 312 | BOOST_TEST(backendOptions[0].GetOption(0).GetValue().AsFloat() == 1.3f); |
| 313 | |
| 314 | BOOST_TEST(backendOptions[0].GetOption(1).GetName() == "Option2"); |
| 315 | BOOST_TEST(backendOptions[0].GetOption(1).GetValue().IsBool() == true); |
| 316 | BOOST_TEST(backendOptions[0].GetOption(1).GetValue().AsBool() == true); |
| 317 | |
| 318 | BOOST_TEST(backendOptions[0].GetOption(2).GetName() == "Option3"); |
| 319 | BOOST_TEST(backendOptions[0].GetOption(2).GetValue().IsString() == true); |
| 320 | BOOST_TEST(backendOptions[0].GetOption(2).GetValue().AsString() == "some_value"); |
| 321 | |
| 322 | // Second group |
| 323 | BOOST_TEST(backendOptions[1].GetBackendId().Get() == "FakeBackend1"); |
| 324 | BOOST_TEST(backendOptions[1].GetOption(0).GetName() == "Option4"); |
| 325 | BOOST_TEST(backendOptions[1].GetOption(0).GetValue().IsInt() == true); |
| 326 | BOOST_TEST(backendOptions[1].GetOption(0).GetValue().AsInt() == 42); |
| 327 | } |
| 328 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 329 | BOOST_AUTO_TEST_CASE(ProfilingDisable) |
| 330 | { |
| 331 | using namespace armnn; |
| 332 | |
| 333 | // Create runtime in which the test will run |
| 334 | armnn::IRuntime::CreationOptions options; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 335 | armnn::Runtime runtime(options); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 336 | |
| 337 | // build up the structure of the network |
| 338 | INetworkPtr net(INetwork::Create()); |
| 339 | |
| 340 | IConnectableLayer* input = net->AddInputLayer(0); |
| 341 | |
| 342 | // This layer configuration isn't supported by CpuAcc, should fall back to CpuRef. |
| 343 | NormalizationDescriptor descriptor; |
| 344 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor); |
| 345 | |
| 346 | IConnectableLayer* output = net->AddOutputLayer(0); |
| 347 | |
| 348 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 349 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 350 | |
| 351 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 352 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 353 | |
| 354 | // optimize the network |
| 355 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 356 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime.GetDeviceSpec()); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 357 | |
| 358 | // Load it into the runtime. It should succeed. |
| 359 | armnn::NetworkId netId; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 360 | BOOST_TEST(runtime.LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 361 | |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 362 | profiling::ProfilingServiceRuntimeHelper profilingServiceHelper(GetProfilingService(&runtime)); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 363 | profiling::BufferManager& bufferManager = profilingServiceHelper.GetProfilingBufferManager(); |
| 364 | auto readableBuffer = bufferManager.GetReadableBuffer(); |
| 365 | |
| 366 | // Profiling is not enabled, the post-optimisation structure should not be created |
| 367 | BOOST_TEST(!readableBuffer); |
| 368 | } |
| 369 | |
| 370 | BOOST_AUTO_TEST_CASE(ProfilingEnableCpuRef) |
| 371 | { |
| 372 | using namespace armnn; |
| 373 | using namespace armnn::profiling; |
| 374 | |
| 375 | // Create runtime in which the test will run |
| 376 | armnn::IRuntime::CreationOptions options; |
| 377 | options.m_ProfilingOptions.m_EnableProfiling = true; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 378 | armnn::Runtime runtime(options); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 379 | |
| 380 | // build up the structure of the network |
| 381 | INetworkPtr net(INetwork::Create()); |
| 382 | |
| 383 | IConnectableLayer* input = net->AddInputLayer(0, "input"); |
| 384 | |
| 385 | NormalizationDescriptor descriptor; |
| 386 | IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor, "normalization"); |
| 387 | |
| 388 | IConnectableLayer* output = net->AddOutputLayer(0, "output"); |
| 389 | |
| 390 | input->GetOutputSlot(0).Connect(normalize->GetInputSlot(0)); |
| 391 | normalize->GetOutputSlot(0).Connect(output->GetInputSlot(0)); |
| 392 | |
| 393 | input->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 394 | normalize->GetOutputSlot(0).SetTensorInfo(TensorInfo({ 1, 1, 4, 4 }, DataType::Float32)); |
| 395 | |
| 396 | // optimize the network |
| 397 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 398 | IOptimizedNetworkPtr optNet = Optimize(*net, backends, runtime.GetDeviceSpec()); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 399 | |
| 400 | ProfilingGuid optNetGuid = optNet->GetGuid(); |
| 401 | |
| 402 | // Load it into the runtime. It should succeed. |
| 403 | armnn::NetworkId netId; |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 404 | BOOST_TEST(runtime.LoadNetwork(netId, std::move(optNet)) == Status::Success); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 405 | |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 406 | profiling::ProfilingServiceRuntimeHelper profilingServiceHelper(GetProfilingService(&runtime)); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 407 | profiling::BufferManager& bufferManager = profilingServiceHelper.GetProfilingBufferManager(); |
| 408 | auto readableBuffer = bufferManager.GetReadableBuffer(); |
| 409 | |
| 410 | // Profiling is enabled, the post-optimisation structure should be created |
| 411 | BOOST_CHECK(readableBuffer != nullptr); |
| 412 | |
| 413 | unsigned int size = readableBuffer->GetSize(); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 414 | BOOST_CHECK(size == 1068); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 415 | |
| 416 | const unsigned char* readableData = readableBuffer->GetReadableData(); |
| 417 | BOOST_CHECK(readableData != nullptr); |
| 418 | |
| 419 | unsigned int offset = 0; |
| 420 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 421 | // Verify Header |
| 422 | VerifyTimelineHeaderBinary(readableData, offset, 1060); |
| 423 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 424 | // Post-optimisation network |
| 425 | // Network entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 426 | VerifyTimelineEntityBinaryPacketData(optNetGuid, readableData, offset |
| 427 | ); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 428 | |
| 429 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 430 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 431 | EmptyOptional(), |
| 432 | optNetGuid, |
| 433 | LabelsAndEventClasses::NETWORK_GUID, |
| 434 | readableData, |
| 435 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 436 | |
| 437 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 438 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 439 | EmptyOptional(), |
| 440 | EmptyOptional(), |
| 441 | LabelsAndEventClasses::TYPE_GUID, |
| 442 | readableData, |
| 443 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 444 | |
| 445 | // Input layer |
| 446 | // Input layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 447 | VerifyTimelineEntityBinaryPacketData(input->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 448 | |
| 449 | // Name Entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 450 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "input", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 451 | |
| 452 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 453 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 454 | EmptyOptional(), |
| 455 | input->GetGuid(), |
| 456 | EmptyOptional(), |
| 457 | readableData, |
| 458 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 459 | |
| 460 | // Name label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 461 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 462 | EmptyOptional(), |
| 463 | EmptyOptional(), |
| 464 | LabelsAndEventClasses::NAME_GUID, |
| 465 | readableData, |
| 466 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 467 | |
| 468 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 469 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 470 | EmptyOptional(), |
| 471 | input->GetGuid(), |
| 472 | EmptyOptional(), |
| 473 | readableData, |
| 474 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 475 | |
| 476 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 477 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 478 | EmptyOptional(), |
| 479 | EmptyOptional(), |
| 480 | LabelsAndEventClasses::TYPE_GUID, |
| 481 | readableData, |
| 482 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 483 | |
| 484 | // Network - Input layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 485 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 486 | EmptyOptional(), |
| 487 | optNetGuid, |
| 488 | input->GetGuid(), |
| 489 | readableData, |
| 490 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 491 | |
| 492 | // Normalization layer |
| 493 | // Normalization layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 494 | VerifyTimelineEntityBinaryPacketData(normalize->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 495 | |
| 496 | // Name entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 497 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "normalization", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 498 | |
| 499 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 500 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 501 | EmptyOptional(), |
| 502 | normalize->GetGuid(), |
| 503 | EmptyOptional(), |
| 504 | readableData, |
| 505 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 506 | |
| 507 | // Name label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 508 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 509 | EmptyOptional(), |
| 510 | EmptyOptional(), |
| 511 | LabelsAndEventClasses::NAME_GUID, |
| 512 | readableData, |
| 513 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 514 | |
| 515 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 516 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 517 | EmptyOptional(), |
| 518 | normalize->GetGuid(), |
| 519 | EmptyOptional(), |
| 520 | readableData, |
| 521 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 522 | |
| 523 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 524 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 525 | EmptyOptional(), |
| 526 | EmptyOptional(), |
| 527 | LabelsAndEventClasses::TYPE_GUID, |
| 528 | readableData, |
| 529 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 530 | |
| 531 | // Network - Normalize layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 532 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 533 | EmptyOptional(), |
| 534 | optNetGuid, |
| 535 | normalize->GetGuid(), |
| 536 | readableData, |
| 537 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 538 | |
| 539 | // Input layer - Normalize layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 540 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 541 | EmptyOptional(), |
| 542 | input->GetGuid(), |
| 543 | normalize->GetGuid(), |
| 544 | readableData, |
| 545 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 546 | |
| 547 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 548 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 549 | EmptyOptional(), |
| 550 | EmptyOptional(), |
| 551 | LabelsAndEventClasses::CONNECTION_GUID, |
| 552 | readableData, |
| 553 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 554 | |
| 555 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 556 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 557 | EmptyOptional(), |
| 558 | EmptyOptional(), |
| 559 | LabelsAndEventClasses::TYPE_GUID, |
| 560 | readableData, |
| 561 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 562 | |
| 563 | // Normalization workload |
| 564 | // Normalization workload entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 565 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 566 | |
| 567 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 568 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 569 | EmptyOptional(), |
| 570 | EmptyOptional(), |
| 571 | EmptyOptional(), |
| 572 | readableData, |
| 573 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 574 | |
| 575 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 576 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 577 | EmptyOptional(), |
| 578 | EmptyOptional(), |
| 579 | LabelsAndEventClasses::TYPE_GUID, |
| 580 | readableData, |
| 581 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 582 | |
| 583 | // BackendId entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 584 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 585 | |
| 586 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 587 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 588 | EmptyOptional(), |
| 589 | EmptyOptional(), |
| 590 | EmptyOptional(), |
| 591 | readableData, |
| 592 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 593 | |
| 594 | // BackendId label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 595 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 596 | EmptyOptional(), |
| 597 | EmptyOptional(), |
| 598 | LabelsAndEventClasses::BACKENDID_GUID, |
| 599 | readableData, |
| 600 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 601 | |
| 602 | // Normalize layer - Normalize workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 603 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 604 | EmptyOptional(), |
| 605 | normalize->GetGuid(), |
| 606 | EmptyOptional(), |
| 607 | readableData, |
| 608 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 609 | |
| 610 | // Output layer |
| 611 | // Output layer entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 612 | VerifyTimelineEntityBinaryPacketData(output->GetGuid(), readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 613 | |
| 614 | // Name entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 615 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "output", readableData, offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 616 | |
| 617 | // Entity - Name relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 618 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 619 | EmptyOptional(), |
| 620 | output->GetGuid(), |
| 621 | EmptyOptional(), |
| 622 | readableData, |
| 623 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 624 | |
| 625 | // Name label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 626 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 627 | EmptyOptional(), |
| 628 | EmptyOptional(), |
| 629 | LabelsAndEventClasses::NAME_GUID, |
| 630 | readableData, |
| 631 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 632 | |
| 633 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 634 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 635 | EmptyOptional(), |
| 636 | output->GetGuid(), |
| 637 | EmptyOptional(), |
| 638 | readableData, |
| 639 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 640 | |
| 641 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 642 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 643 | EmptyOptional(), |
| 644 | EmptyOptional(), |
| 645 | LabelsAndEventClasses::TYPE_GUID, |
| 646 | readableData, |
| 647 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 648 | |
| 649 | // Network - Output layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 650 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 651 | EmptyOptional(), |
| 652 | optNetGuid, |
| 653 | output->GetGuid(), |
| 654 | readableData, |
| 655 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 656 | |
| 657 | // Normalize layer - Output layer relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 658 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 659 | EmptyOptional(), |
| 660 | normalize->GetGuid(), |
| 661 | output->GetGuid(), |
| 662 | readableData, |
| 663 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 664 | |
| 665 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 666 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 667 | EmptyOptional(), |
| 668 | EmptyOptional(), |
| 669 | LabelsAndEventClasses::CONNECTION_GUID, |
| 670 | readableData, |
| 671 | offset); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 672 | |
| 673 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 674 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 675 | EmptyOptional(), |
| 676 | EmptyOptional(), |
| 677 | LabelsAndEventClasses::TYPE_GUID, |
| 678 | readableData, |
| 679 | offset); |
Derek Lamberti | 836b27b | 2019-11-20 10:51:57 +0000 | [diff] [blame] | 680 | |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 681 | bufferManager.MarkRead(readableBuffer); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 682 | |
| 683 | // Creates structures for input & output. |
| 684 | std::vector<float> inputData(16); |
| 685 | std::vector<float> outputData(16); |
| 686 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 687 | InputTensors inputTensors |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 688 | { |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 689 | {0, ConstTensor(runtime.GetInputTensorInfo(netId, 0), inputData.data())} |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 690 | }; |
| 691 | OutputTensors outputTensors |
| 692 | { |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 693 | {0, Tensor(runtime.GetOutputTensorInfo(netId, 0), outputData.data())} |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 694 | }; |
| 695 | |
| 696 | // Does the inference. |
Sadik Armagan | 3184c90 | 2020-03-18 10:57:30 +0000 | [diff] [blame^] | 697 | runtime.EnqueueWorkload(netId, inputTensors, outputTensors); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 698 | |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 699 | // Get readable buffer for inference timeline |
| 700 | auto inferenceReadableBuffer = bufferManager.GetReadableBuffer(); |
| 701 | BOOST_CHECK(inferenceReadableBuffer != nullptr); |
| 702 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 703 | // Get readable buffer for output workload |
| 704 | auto outputReadableBuffer = bufferManager.GetReadableBuffer(); |
| 705 | BOOST_CHECK(outputReadableBuffer != nullptr); |
| 706 | |
| 707 | // Get readable buffer for input workload |
| 708 | auto inputReadableBuffer = bufferManager.GetReadableBuffer(); |
| 709 | BOOST_CHECK(inputReadableBuffer != nullptr); |
| 710 | |
| 711 | // Validate input workload data |
| 712 | size = inputReadableBuffer->GetSize(); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 713 | BOOST_CHECK(size == 204); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 714 | |
| 715 | readableData = inputReadableBuffer->GetReadableData(); |
| 716 | BOOST_CHECK(readableData != nullptr); |
| 717 | |
| 718 | offset = 0; |
| 719 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 720 | // Verify Header |
| 721 | VerifyTimelineHeaderBinary(readableData, offset, 196); |
| 722 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 723 | // Input workload |
| 724 | // Input workload entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 725 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 726 | |
| 727 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 728 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 729 | EmptyOptional(), |
| 730 | EmptyOptional(), |
| 731 | EmptyOptional(), |
| 732 | readableData, |
| 733 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 734 | |
| 735 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 736 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 737 | EmptyOptional(), |
| 738 | EmptyOptional(), |
| 739 | LabelsAndEventClasses::TYPE_GUID, |
| 740 | readableData, |
| 741 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 742 | |
| 743 | // BackendId entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 744 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 745 | |
| 746 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 747 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 748 | EmptyOptional(), |
| 749 | EmptyOptional(), |
| 750 | EmptyOptional(), |
| 751 | readableData, |
| 752 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 753 | |
| 754 | // BackendId label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 755 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 756 | EmptyOptional(), |
| 757 | EmptyOptional(), |
| 758 | LabelsAndEventClasses::BACKENDID_GUID, |
| 759 | readableData, |
| 760 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 761 | |
| 762 | // Input layer - Input workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 763 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 764 | EmptyOptional(), |
| 765 | input->GetGuid(), |
| 766 | EmptyOptional(), |
| 767 | readableData, |
| 768 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 769 | |
| 770 | bufferManager.MarkRead(inputReadableBuffer); |
| 771 | |
| 772 | // Validate output workload data |
| 773 | size = outputReadableBuffer->GetSize(); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 774 | BOOST_CHECK(size == 204); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 775 | |
| 776 | readableData = outputReadableBuffer->GetReadableData(); |
| 777 | BOOST_CHECK(readableData != nullptr); |
| 778 | |
| 779 | offset = 0; |
| 780 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 781 | // Verify Header |
| 782 | VerifyTimelineHeaderBinary(readableData, offset, 196); |
| 783 | |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 784 | // Output workload |
| 785 | // Output workload entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 786 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 787 | |
| 788 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 789 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 790 | EmptyOptional(), |
| 791 | EmptyOptional(), |
| 792 | EmptyOptional(), |
| 793 | readableData, |
| 794 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 795 | |
| 796 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 797 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 798 | EmptyOptional(), |
| 799 | EmptyOptional(), |
| 800 | LabelsAndEventClasses::TYPE_GUID, |
| 801 | readableData, |
| 802 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 803 | |
| 804 | // BackendId entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 805 | VerifyTimelineLabelBinaryPacketData(EmptyOptional(), "CpuRef", readableData, offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 806 | |
| 807 | // Entity - BackendId relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 808 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 809 | EmptyOptional(), |
| 810 | EmptyOptional(), |
| 811 | EmptyOptional(), |
| 812 | readableData, |
| 813 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 814 | |
| 815 | // BackendId label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 816 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 817 | EmptyOptional(), |
| 818 | EmptyOptional(), |
| 819 | LabelsAndEventClasses::BACKENDID_GUID, |
| 820 | readableData, |
| 821 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 822 | |
| 823 | // Output layer - Output workload relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 824 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 825 | EmptyOptional(), |
| 826 | output->GetGuid(), |
| 827 | EmptyOptional(), |
| 828 | readableData, |
| 829 | offset); |
Narumol Prangnawarat | aa68e01 | 2019-11-29 17:17:43 +0000 | [diff] [blame] | 830 | |
| 831 | bufferManager.MarkRead(outputReadableBuffer); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 832 | |
| 833 | // Validate inference data |
| 834 | size = inferenceReadableBuffer->GetSize(); |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 835 | BOOST_CHECK(size == 1272); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 836 | |
| 837 | readableData = inferenceReadableBuffer->GetReadableData(); |
| 838 | BOOST_CHECK(readableData != nullptr); |
| 839 | |
| 840 | offset = 0; |
| 841 | |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 842 | // Verify Header |
| 843 | VerifyTimelineHeaderBinary(readableData, offset, 1264); |
| 844 | |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 845 | // Inference timeline trace |
| 846 | // Inference entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 847 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 848 | |
| 849 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 850 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 851 | EmptyOptional(), |
| 852 | EmptyOptional(), |
| 853 | LabelsAndEventClasses::INFERENCE_GUID, |
| 854 | readableData, |
| 855 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 856 | |
| 857 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 858 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 859 | EmptyOptional(), |
| 860 | EmptyOptional(), |
| 861 | LabelsAndEventClasses::TYPE_GUID, |
| 862 | readableData, |
| 863 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 864 | |
| 865 | // Network - Inference relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 866 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 867 | EmptyOptional(), |
| 868 | optNetGuid, |
| 869 | EmptyOptional(), |
| 870 | readableData, |
| 871 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 872 | |
| 873 | // Start Inference life |
| 874 | // Event packet - timeline, threadId, eventGuid |
| 875 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 876 | |
| 877 | // Inference - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 878 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 879 | EmptyOptional(), |
| 880 | EmptyOptional(), |
| 881 | EmptyOptional(), |
| 882 | readableData, |
| 883 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 884 | |
| 885 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 886 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 887 | EmptyOptional(), |
| 888 | EmptyOptional(), |
| 889 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 890 | readableData, |
| 891 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 892 | |
| 893 | // Execution |
| 894 | // Input workload execution |
| 895 | // Input workload execution entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 896 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 897 | |
| 898 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 899 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 900 | EmptyOptional(), |
| 901 | EmptyOptional(), |
| 902 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
| 903 | readableData, |
| 904 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 905 | |
| 906 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 907 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 908 | EmptyOptional(), |
| 909 | EmptyOptional(), |
| 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(), |
| 919 | readableData, |
| 920 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 921 | |
| 922 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 923 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 924 | EmptyOptional(), |
| 925 | EmptyOptional(), |
| 926 | EmptyOptional(), |
| 927 | readableData, |
| 928 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 929 | |
| 930 | // Start Input workload execution life |
| 931 | // Event packet - timeline, threadId, eventGuid |
| 932 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 933 | |
| 934 | // Input workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 935 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 936 | EmptyOptional(), |
| 937 | EmptyOptional(), |
| 938 | EmptyOptional(), |
| 939 | readableData, |
| 940 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 941 | |
| 942 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 943 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 944 | EmptyOptional(), |
| 945 | EmptyOptional(), |
| 946 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 947 | readableData, |
| 948 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 949 | |
| 950 | // End of Input workload execution life |
| 951 | // Event packet - timeline, threadId, eventGuid |
| 952 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 953 | |
| 954 | // Input workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 955 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 956 | EmptyOptional(), |
| 957 | EmptyOptional(), |
| 958 | EmptyOptional(), |
| 959 | readableData, |
| 960 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 961 | |
| 962 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 963 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 964 | EmptyOptional(), |
| 965 | EmptyOptional(), |
| 966 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 967 | readableData, |
| 968 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 969 | |
| 970 | // Normalize workload execution |
| 971 | // Normalize workload execution entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 972 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 973 | |
| 974 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 975 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 976 | EmptyOptional(), |
| 977 | EmptyOptional(), |
| 978 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
| 979 | readableData, |
| 980 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 981 | |
| 982 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 983 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 984 | EmptyOptional(), |
| 985 | EmptyOptional(), |
| 986 | LabelsAndEventClasses::TYPE_GUID, |
| 987 | readableData, |
| 988 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 989 | |
| 990 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 991 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 992 | EmptyOptional(), |
| 993 | EmptyOptional(), |
| 994 | EmptyOptional(), |
| 995 | readableData, |
| 996 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 997 | |
| 998 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 999 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1000 | EmptyOptional(), |
| 1001 | EmptyOptional(), |
| 1002 | EmptyOptional(), |
| 1003 | readableData, |
| 1004 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1005 | |
| 1006 | // Start Normalize workload execution life |
| 1007 | // Event packet - timeline, threadId, eventGuid |
| 1008 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 1009 | |
| 1010 | // Normalize workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1011 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1012 | EmptyOptional(), |
| 1013 | EmptyOptional(), |
| 1014 | EmptyOptional(), |
| 1015 | readableData, |
| 1016 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1017 | |
| 1018 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1019 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 1020 | EmptyOptional(), |
| 1021 | EmptyOptional(), |
| 1022 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 1023 | readableData, |
| 1024 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1025 | |
| 1026 | // End of Normalize workload execution life |
| 1027 | // Event packet - timeline, threadId, eventGuid |
| 1028 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 1029 | |
| 1030 | // Normalize workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1031 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1032 | EmptyOptional(), |
| 1033 | EmptyOptional(), |
| 1034 | EmptyOptional(), |
| 1035 | readableData, |
| 1036 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1037 | |
| 1038 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1039 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 1040 | EmptyOptional(), |
| 1041 | EmptyOptional(), |
| 1042 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 1043 | readableData, |
| 1044 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1045 | |
| 1046 | // Output workload execution |
| 1047 | // Output workload execution entity |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1048 | VerifyTimelineEntityBinaryPacketData(EmptyOptional(), readableData, offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1049 | |
| 1050 | // Entity - Type relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1051 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1052 | EmptyOptional(), |
| 1053 | EmptyOptional(), |
| 1054 | LabelsAndEventClasses::WORKLOAD_EXECUTION_GUID, |
| 1055 | readableData, |
| 1056 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1057 | |
| 1058 | // Type label relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1059 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::LabelLink, |
| 1060 | EmptyOptional(), |
| 1061 | EmptyOptional(), |
| 1062 | LabelsAndEventClasses::TYPE_GUID, |
| 1063 | readableData, |
| 1064 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1065 | |
| 1066 | // Inference - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1067 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1068 | EmptyOptional(), |
| 1069 | EmptyOptional(), |
| 1070 | EmptyOptional(), |
| 1071 | readableData, |
| 1072 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1073 | |
| 1074 | // Workload - Workload execution relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1075 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::RetentionLink, |
| 1076 | EmptyOptional(), |
| 1077 | EmptyOptional(), |
| 1078 | EmptyOptional(), |
| 1079 | readableData, |
| 1080 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1081 | |
| 1082 | // Start Output workload execution life |
| 1083 | // Event packet - timeline, threadId, eventGuid |
| 1084 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 1085 | |
| 1086 | // Output workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1087 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1088 | EmptyOptional(), |
| 1089 | EmptyOptional(), |
| 1090 | EmptyOptional(), |
| 1091 | readableData, |
| 1092 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1093 | |
| 1094 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1095 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 1096 | EmptyOptional(), |
| 1097 | EmptyOptional(), |
| 1098 | LabelsAndEventClasses::ARMNN_PROFILING_SOL_EVENT_CLASS, |
| 1099 | readableData, |
| 1100 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1101 | |
| 1102 | // End of Normalize workload execution life |
| 1103 | // Event packet - timeline, threadId, eventGuid |
| 1104 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 1105 | |
| 1106 | // Output workload execution - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1107 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1108 | EmptyOptional(), |
| 1109 | EmptyOptional(), |
| 1110 | EmptyOptional(), |
| 1111 | readableData, |
| 1112 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1113 | |
| 1114 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1115 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 1116 | EmptyOptional(), |
| 1117 | EmptyOptional(), |
| 1118 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 1119 | readableData, |
| 1120 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1121 | |
| 1122 | // End of Inference life |
| 1123 | // Event packet - timeline, threadId, eventGuid |
| 1124 | VerifyTimelineEventBinaryPacket(EmptyOptional(), EmptyOptional(), EmptyOptional(), readableData, offset); |
| 1125 | |
| 1126 | // Inference - event relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1127 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::ExecutionLink, |
| 1128 | EmptyOptional(), |
| 1129 | EmptyOptional(), |
| 1130 | EmptyOptional(), |
| 1131 | readableData, |
| 1132 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1133 | |
| 1134 | // Event - event class relationship |
Keith Davis | 97da5e2 | 2020-03-05 16:25:28 +0000 | [diff] [blame] | 1135 | VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType::DataLink, |
| 1136 | EmptyOptional(), |
| 1137 | EmptyOptional(), |
| 1138 | LabelsAndEventClasses::ARMNN_PROFILING_EOL_EVENT_CLASS, |
| 1139 | readableData, |
| 1140 | offset); |
David Monahan | 6198fe0 | 2019-12-02 08:35:43 +0000 | [diff] [blame] | 1141 | |
| 1142 | bufferManager.MarkRead(inferenceReadableBuffer); |
Narumol Prangnawarat | df31cfe | 2019-11-22 11:26:06 +0000 | [diff] [blame] | 1143 | } |
| 1144 | |
| 1145 | BOOST_AUTO_TEST_CASE(ProfilingPostOptimisationStructureCpuRef) |
| 1146 | { |
| 1147 | VerifyPostOptimisationStructureTestImpl(armnn::Compute::CpuRef); |
| 1148 | } |
| 1149 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1150 | BOOST_AUTO_TEST_SUITE_END() |