20 #include <valgrind/memcheck.h> 23 #include <boost/test/unit_test.hpp> 32 runtime->m_LoadedNetworks.reserve(1);
48 mockNetwork1->AddInputLayer(0,
"test layer");
50 runtime->LoadNetwork(networkIdentifier1,
Optimize(*mockNetwork1, backends, runtime->GetDeviceSpec()));
55 mockNetwork2->AddInputLayer(0,
"test layer");
56 runtime->LoadNetwork(networkIdentifier2,
Optimize(*mockNetwork2, backends, runtime->GetDeviceSpec()));
69 #ifdef ARMNN_LEAK_CHECKING_ENABLED 71 struct DisableGlobalLeakChecking
73 DisableGlobalLeakChecking()
89 std::unique_ptr<char[]> dummyAllocation(
new char[1000]);
91 "A leak of 1000 bytes is expected here. " 92 "Please make sure environment variable: HEAPCHECK=draconian is set!");
102 #endif // ARMNN_LEAK_CHECKING_ENABLED 114 unsigned long leakedBefore = 0;
115 unsigned long leakedAfter = 0;
120 unsigned long reachableBefore = 0;
121 unsigned long reachableAfter = 0;
124 unsigned long dubious = 0;
125 unsigned long suppressed = 0;
138 std::unique_ptr<armnn::Network> mockNetwork1 = std::make_unique<armnn::Network>();
139 mockNetwork1->AddInputLayer(0,
"test layer");
146 VALGRIND_DO_QUICK_LEAK_CHECK;
147 VALGRIND_COUNT_LEAKS(leakedBefore, dubious, reachableBefore, suppressed);
153 VALGRIND_DO_ADDED_LEAK_CHECK;
154 VALGRIND_COUNT_LEAKS(leakedAfter, dubious, reachableAfter, suppressed);
158 BOOST_TEST(leakedBefore == leakedAfter);
159 BOOST_TEST(reachableBefore == reachableAfter);
166 #endif // WITH_VALGRIND 170 using namespace armnn;
199 BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) ==
Status::Success);
204 using namespace armnn;
234 BOOST_TEST(runtime->LoadNetwork(netId, std::move(optNet)) ==
Status::Success);
240 using namespace armnn;
264 std::vector<std::string> errMessages;
267 runtime->GetDeviceSpec(),
271 BOOST_TEST(errMessages.size() == 1);
272 BOOST_TEST(errMessages[0] ==
273 "ERROR: output 0 of layer Softmax (softmax) is of type " 274 "Quantized 8 bit but its scale parameter has not been set");
280 using namespace armnn;
294 options1.
AddOption({
"Option3",
"some_value" });
297 backendOptions.push_back(options1);
306 BOOST_TEST(backendOptions[0].
GetBackendId().Get() ==
"FakeBackend1");
307 BOOST_TEST(backendOptions[0].GetOption(0).GetName() ==
"Option1");
308 BOOST_TEST(backendOptions[0].GetOption(0).GetValue().IsFloat() ==
true);
309 BOOST_TEST(backendOptions[0].GetOption(0).GetValue().AsFloat() == 1.3f);
311 BOOST_TEST(backendOptions[0].GetOption(1).GetName() ==
"Option2");
312 BOOST_TEST(backendOptions[0].GetOption(1).GetValue().IsBool() ==
true);
313 BOOST_TEST(backendOptions[0].GetOption(1).GetValue().AsBool() ==
true);
315 BOOST_TEST(backendOptions[0].GetOption(2).GetName() ==
"Option3");
316 BOOST_TEST(backendOptions[0].GetOption(2).GetValue().IsString() ==
true);
317 BOOST_TEST(backendOptions[0].GetOption(2).GetValue().AsString() ==
"some_value");
320 BOOST_TEST(backendOptions[1].
GetBackendId().Get() ==
"FakeBackend1");
321 BOOST_TEST(backendOptions[1].GetOption(0).GetName() ==
"Option4");
322 BOOST_TEST(backendOptions[1].GetOption(0).GetValue().IsInt() ==
true);
323 BOOST_TEST(backendOptions[1].GetOption(0).GetValue().AsInt() == 42);
328 using namespace armnn;
364 BOOST_TEST(!readableBuffer);
369 using namespace armnn;
391 IConnectableLayer* normalize = net->AddNormalizationLayer(descriptor,
"normalization");
415 BOOST_CHECK(readableBuffer !=
nullptr);
417 unsigned int size = readableBuffer->GetSize();
419 const unsigned char* readableData = readableBuffer->GetReadableData();
420 BOOST_CHECK(readableData !=
nullptr);
422 unsigned int offset = 0;
426 BOOST_TEST_MESSAGE(
"HEADER OK");
431 BOOST_TEST_MESSAGE(
"NETWORK ENTITY OK");
441 BOOST_TEST_MESSAGE(
"NETWORK TYPE RELATIONSHIP OK");
449 BOOST_TEST_MESSAGE(
"NETWORK START OF LIFE EVENT OK");
459 BOOST_TEST_MESSAGE(
"NETWORK START OF LIFE RELATIONSHIP OK");
463 std::stringstream ss;
465 std::string processIdLabel = ss.str();
467 BOOST_TEST_MESSAGE(
"PROCESS ID LABEL OK");
477 BOOST_TEST_MESSAGE(
"NETWORK PROCESS ID RELATIONSHIP OK");
482 BOOST_TEST_MESSAGE(
"INPUT ENTITY OK");
486 BOOST_TEST_MESSAGE(
"INPUT NAME LABEL OK");
496 BOOST_TEST_MESSAGE(
"INPUT NAME RELATIONSHIP OK");
506 BOOST_TEST_MESSAGE(
"INPUT TYPE RELATIONSHIP OK");
516 BOOST_TEST_MESSAGE(
"NETWORK - INPUT CHILD RELATIONSHIP OK");
521 BOOST_TEST_MESSAGE(
"NORMALIZATION LAYER ENTITY OK");
526 BOOST_TEST_MESSAGE(
"NORMALIZATION LAYER NAME LABEL OK");
532 normalizationLayerNameGuid,
536 BOOST_TEST_MESSAGE(
"NORMALIZATION LAYER NAME RELATIONSHIP OK");
546 BOOST_TEST_MESSAGE(
"NORMALIZATION LAYER TYPE RELATIONSHIP OK");
556 BOOST_TEST_MESSAGE(
"NETWORK - NORMALIZATION LAYER CHILD RELATIONSHIP OK");
566 BOOST_TEST_MESSAGE(
"INPUT - NORMALIZATION LAYER CONNECTION OK");
572 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD ENTITY OK");
577 normalizationWorkloadGuid,
579 LabelsAndEventClasses::TYPE_GUID,
582 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD TYPE RELATIONSHIP OK");
587 BOOST_TEST_MESSAGE(
"CPUREF LABEL OK");
592 normalizationWorkloadGuid,
597 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD BACKEND ID RELATIONSHIP OK");
603 normalizationWorkloadGuid,
607 BOOST_TEST_MESSAGE(
"NORMALIZATION LAYER - WORKLOAD CHILD RELATIONSHIP OK");
612 BOOST_TEST_MESSAGE(
"OUTPUT LAYER ENTITY OK");
617 BOOST_TEST_MESSAGE(
"OUTPUT LAYER NAME LABEL OK");
627 BOOST_TEST_MESSAGE(
"OUTPUT LAYER NAME RELATIONSHIP OK");
637 BOOST_TEST_MESSAGE(
"OUTPUT LAYER TYPE RELATIONSHIP OK");
647 BOOST_TEST_MESSAGE(
"NETWORK - OUTPUT LAYER CHILD RELATIONSHIP OK");
657 BOOST_TEST_MESSAGE(
"NORMALIZE LAYER - OUTPUT LAYER CONNECTION OK");
659 bufferManager.MarkRead(readableBuffer);
662 std::vector<float> inputData(16);
663 std::vector<float> outputData(16);
678 auto inputReadableBuffer = bufferManager.GetReadableBuffer();
679 BOOST_CHECK(inputReadableBuffer !=
nullptr);
682 auto outputReadableBuffer = bufferManager.GetReadableBuffer();
683 BOOST_CHECK(outputReadableBuffer !=
nullptr);
686 auto inferenceReadableBuffer = bufferManager.GetReadableBuffer();
687 BOOST_CHECK(inferenceReadableBuffer !=
nullptr);
690 size = inputReadableBuffer->GetSize();
691 BOOST_CHECK(size == 164);
693 readableData = inputReadableBuffer->GetReadableData();
694 BOOST_CHECK(readableData !=
nullptr);
700 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD HEADER OK");
705 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD ENTITY OK");
712 LabelsAndEventClasses::TYPE_GUID,
715 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD TYPE RELATIONSHIP OK");
720 BOOST_TEST_MESSAGE(
"CPUREF LABEL OK (INPUT WORKLOAD)");
730 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD BACKEND ID RELATIONSHIP OK");
740 BOOST_TEST_MESSAGE(
"INPUT LAYER - INPUT WORKLOAD CHILD RELATIONSHIP OK");
742 bufferManager.MarkRead(inputReadableBuffer);
745 size = outputReadableBuffer->GetSize();
746 BOOST_CHECK(size == 164);
748 readableData = outputReadableBuffer->GetReadableData();
749 BOOST_CHECK(readableData !=
nullptr);
755 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD HEADER OK");
760 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD ENTITY OK");
767 LabelsAndEventClasses::TYPE_GUID,
770 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD TYPE RELATIONSHIP OK");
774 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD CPU REF LABEL OK");
784 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD BACKEND ID RELATIONSHIP OK");
794 BOOST_TEST_MESSAGE(
"OUTPUT LAYER - OUTPUT WORKLOAD CHILD RELATIONSHIP OK");
796 bufferManager.MarkRead(outputReadableBuffer);
799 size = inferenceReadableBuffer->GetSize();
802 readableData = inferenceReadableBuffer->GetReadableData();
803 BOOST_CHECK(readableData !=
nullptr);
809 BOOST_TEST_MESSAGE(
"INFERENCE HEADER OK");
814 BOOST_TEST_MESSAGE(
"INFERENCE ENTITY OK");
821 LabelsAndEventClasses::TYPE_GUID,
824 BOOST_TEST_MESSAGE(
"INFERENCE TYPE RELATIONSHIP OK");
834 BOOST_TEST_MESSAGE(
"NETWORK - INFERENCE EXECUTION_OF RELATIONSHIP OK");
840 BOOST_TEST_MESSAGE(
"INFERENCE START OF LIFE EVENT OK");
850 BOOST_TEST_MESSAGE(
"INFERENCE START OF LIFE RELATIONSHIP OK");
857 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD EXECUTION ENTITY OK");
862 inputWorkloadExecutionGuid,
864 LabelsAndEventClasses::TYPE_GUID,
867 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD EXECUTION TYPE RELATIONSHIP OK");
873 inputWorkloadExecutionGuid,
874 LabelsAndEventClasses::CHILD_GUID,
877 BOOST_TEST_MESSAGE(
"INFERENCE - INPUT WORKLOAD EXECUTION CHILD RELATIONSHIP OK");
883 inputWorkloadExecutionGuid,
887 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD - INPUT WORKLOAD EXECUTION RELATIONSHIP OK");
897 inputWorkloadExecutionGuid,
898 inputWorkloadExecutionSOLEventId,
902 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD EXECUTION - START OF LIFE EVENT RELATIONSHIP OK");
912 inputWorkloadExecutionGuid,
913 inputWorkloadExecutionEOLEventId,
917 BOOST_TEST_MESSAGE(
"INPUT WORKLOAD EXECUTION - END OF LIFE EVENT RELATIONSHIP OK");
923 BOOST_TEST_MESSAGE(
"NORMALIZE WORKLOAD EXECUTION ENTITY OK");
928 normalizeWorkloadExecutionGuid,
930 LabelsAndEventClasses::TYPE_GUID,
933 BOOST_TEST_MESSAGE(
"NORMALIZE WORKLOAD EXECUTION TYPE RELATIONSHIP OK");
939 normalizeWorkloadExecutionGuid,
940 LabelsAndEventClasses::CHILD_GUID,
943 BOOST_TEST_MESSAGE(
"INFERENCE - NORMALIZE WORKLOAD EXECUTION CHILD RELATIONSHIP OK");
948 normalizationWorkloadGuid,
949 normalizeWorkloadExecutionGuid,
953 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD - NORMALIZATION WORKLOAD EXECUTION RELATIONSHIP OK");
959 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD EXECUTION START OF LIFE EVENT OK");
964 normalizeWorkloadExecutionGuid,
965 normalizationWorkloadExecutionSOLEventGuid,
969 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD EXECUTION START OF LIFE RELATIONSHIP OK");
975 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD EXECUTION END OF LIFE EVENT OK");
980 normalizeWorkloadExecutionGuid,
981 normalizationWorkloadExecutionEOLEventGuid,
985 BOOST_TEST_MESSAGE(
"NORMALIZATION WORKLOAD EXECUTION END OF LIFE RELATIONSHIP OK");
991 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD EXECUTION ENTITY OK");
996 outputWorkloadExecutionGuid,
998 LabelsAndEventClasses::TYPE_GUID,
1001 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD EXECUTION TYPE RELATIONSHIP OK");
1007 outputWorkloadExecutionGuid,
1008 LabelsAndEventClasses::CHILD_GUID,
1011 BOOST_TEST_MESSAGE(
"INFERENCE - OUTPUT WORKLOAD EXECUTION CHILD RELATIONSHIP OK");
1017 outputWorkloadExecutionGuid,
1021 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD - OUTPUT WORKLOAD EXECUTION EXECUTION_OF RELATIONSHIP OK");
1027 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD EXECUTION START OF LIFE EVENT OK");
1032 outputWorkloadExecutionGuid,
1033 outputWorkloadExecutionSOLEventGuid,
1037 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD EXECUTION - START OF LIFE EVENT RELATIONSHIP OK");
1043 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD EXECUTION END OF LIFE EVENT OK");
1048 outputWorkloadExecutionGuid,
1049 outputWorkloadExecutionEOLEventGuid,
1053 BOOST_TEST_MESSAGE(
"OUTPUT WORKLOAD EXECUTION - END OF LIFE EVENT RELATIONSHIP OK");
1059 BOOST_TEST_MESSAGE(
"INFERENCE END OF LIFE EVENT OK");
1065 inferenceEOLEventGuid,
1069 BOOST_TEST_MESSAGE(
"INFERENCE - END OF LIFE EVENT RELATIONSHIP OK");
1071 bufferManager.MarkRead(inferenceReadableBuffer);
#define ARMNN_SCOPED_LEAK_CHECKER(TAG)
BOOST_AUTO_TEST_SUITE(TensorflowLiteParser)
static ARMNN_DLLEXPORT ProfilingStaticGuid INFERENCE_GUID
virtual TensorInfo GetOutputTensorInfo(NetworkId networkId, LayerBindingId layerId) const override
#define ARMNN_LOCAL_LEAK_CHECKING_ONLY()
static IRuntimePtr Create(const CreationOptions &options)
Interface for a layer that is connectable to other layers via InputSlots and OutputSlots.
ProfilingGuid VerifyTimelineEntityBinaryPacketData(Optional< ProfilingGuid > guid, const unsigned char *readableData, unsigned int &offset)
void VerifyPostOptimisationStructureTestImpl(armnn::BackendId backendId)
CPU Execution: Reference C++ kernels.
virtual const IDeviceSpec & GetDeviceSpec() const override
void ForceTransitionToState(ProfilingState newState)
std::unique_ptr< IRuntime, void(*)(IRuntime *runtime)> IRuntimePtr
std::vector< std::pair< LayerBindingId, class ConstTensor > > InputTensors
Copyright (c) 2020 ARM Limited.
void IgnoreUnused(Ts &&...)
static ARMNN_DLLEXPORT ProfilingStaticGuid CONNECTION_GUID
static ARMNN_DLLEXPORT ProfilingStaticGuid WORKLOAD_GUID
static ARMNN_DLLEXPORT ProfilingStaticGuid WORKLOAD_EXECUTION_GUID
static ARMNN_DLLEXPORT ProfilingStaticGuid ARMNN_PROFILING_EOL_EVENT_CLASS
virtual void SetTensorInfo(const TensorInfo &tensorInfo)=0
#define ARMNN_LEAK_CHECKER_IS_ACTIVE()
static ARMNN_DLLEXPORT ProfilingStaticGuid NAME_GUID
static ARMNN_DLLEXPORT ProfilingStaticGuid ARMNN_PROFILING_SOL_EVENT_CLASS
A tensor defined by a TensorInfo (shape and data type) and a mutable backing store.
#define ARMNN_OBJECTS_LEAKED_IN_SCOPE()
std::vector< BackendOptions > m_BackendOptions
Pass backend specific options.
const char * GetBackendId()
static ARMNN_DLLEXPORT ProfilingStaticGuid LAYER_GUID
void AddOption(BackendOption &&option)
IOptimizedNetworkPtr Optimize(const INetwork &network, const std::vector< BackendId > &backendPreferences, const IDeviceSpec &deviceSpec, const OptimizerOptions &options=OptimizerOptions(), Optional< std::vector< std::string > &> messages=EmptyOptional())
Create an optimized version of the network.
profiling::ProfilingService & GetProfilingService(armnn::Runtime *runtime)
void VerifyTimelineRelationshipBinaryPacketData(ProfilingRelationshipType relationshipType, Optional< ProfilingGuid > relationshipGuid, Optional< ProfilingGuid > headGuid, Optional< ProfilingGuid > tailGuid, Optional< ProfilingGuid > attributeGuid, const unsigned char *readableData, unsigned int &offset)
virtual LayerGuid GetGuid() const =0
Returns the unique id of the layer.
static ARMNN_DLLEXPORT ProfilingStaticGuid EXECUTION_OF_GUID
A tensor defined by a TensorInfo (shape and data type) and an immutable backing store.
std::vector< std::pair< LayerBindingId, class Tensor > > OutputTensors
std::unique_ptr< IOptimizedNetwork, void(*)(IOptimizedNetwork *network)> IOptimizedNetworkPtr
void ResetExternalProfilingOptions(const ExternalProfilingOptions &options, bool resetProfilingService=false)
BOOST_AUTO_TEST_CASE(CheckConvolution2dLayer)
IPacketBufferPtr GetReadableBuffer() override
constexpr unsigned int ThreadIdSize
void VerifyTimelineHeaderBinary(const unsigned char *readableData, unsigned int &offset, uint32_t packetDataLength)
static ARMNN_DLLEXPORT ProfilingStaticGuid NETWORK_GUID
Struct for the users to pass backend specific options.
BOOST_AUTO_TEST_SUITE_END()
EmptyOptional is used to initialize the Optional class in case we want to have default value for an O...
static ARMNN_DLLEXPORT ProfilingStaticGuid TYPE_GUID
virtual Status LoadNetwork(NetworkId &networkIdOut, IOptimizedNetworkPtr network) override
Loads a complete network into the Runtime.
CPU Execution: NEON: ArmCompute.
#define ARMNN_NO_LEAKS_IN_SCOPE()
virtual const IInputSlot & GetInputSlot(unsigned int index) const =0
Get a const input slot handle by slot index.
BufferManager & GetProfilingBufferManager()
virtual const IOutputSlot & GetOutputSlot(unsigned int index) const =0
Get the const output slot handle by slot index.
virtual Status UnloadNetwork(NetworkId networkId) override
Unloads a network from the Runtime.
std::unique_ptr< INetwork, void(*)(INetwork *network)> INetworkPtr
ProfilingGuid VerifyTimelineEventBinaryPacket(Optional< uint64_t > timestamp, Optional< int > threadId, Optional< ProfilingGuid > eventGuid, const unsigned char *readableData, unsigned int &offset)
virtual int Connect(IInputSlot &destination)=0
ProfilingGuid VerifyTimelineLabelBinaryPacketData(Optional< ProfilingGuid > guid, const std::string &label, const unsigned char *readableData, unsigned int &offset)
static ARMNN_DLLEXPORT ProfilingStaticGuid PROCESS_ID_GUID
A NormalizationDescriptor for the NormalizationLayer.
ExternalProfilingOptions m_ProfilingOptions
virtual Status EnqueueWorkload(NetworkId networkId, const InputTensors &inputTensors, const OutputTensors &outputTensors) override
Evaluates a network using input in inputTensors and outputs filled into outputTensors.
static INetworkPtr Create(NetworkOptions networkOptions={})
A SoftmaxDescriptor for the SoftmaxLayer.
#define ARMNN_BYTES_LEAKED_IN_SCOPE()
static ARMNN_DLLEXPORT ProfilingStaticGuid BACKENDID_GUID
void RuntimeLoadedNetworksReserve(armnn::Runtime *runtime)
static ARMNN_DLLEXPORT ProfilingStaticGuid CHILD_GUID
virtual TensorInfo GetInputTensorInfo(NetworkId networkId, LayerBindingId layerId) const override
BOOST_GLOBAL_FIXTURE(ConfigureLoggingFixture)