Implements RANDOM_MULTINOMIAL CTS/VTS tests.
Bug: 113562775
Test: VtsHalNeuralnetworksV1_2TargetTest --hal_service_instance=android.hardware.neuralnetworks@1.2::IDevice/sample-all
Change-Id: I3d39d056bf5034e01ce9c5c5e3f416a63d7ec8eb
Merged-In: I3d39d056bf5034e01ce9c5c5e3f416a63d7ec8eb
(cherry picked from commit 941d61a62d52b3b5c526c88ace1fc0e538364c71)
diff --git a/neuralnetworks/1.2/vts/functional/Android.bp b/neuralnetworks/1.2/vts/functional/Android.bp
index 2dc19cc..09d0dc3 100644
--- a/neuralnetworks/1.2/vts/functional/Android.bp
+++ b/neuralnetworks/1.2/vts/functional/Android.bp
@@ -31,6 +31,7 @@
"android.hardware.neuralnetworks@1.2",
"android.hidl.allocator@1.0",
"android.hidl.memory@1.0",
+ "libgmock",
"libhidlmemory",
"libneuralnetworks_utils",
"VtsHalNeuralnetworksTest_utils",
diff --git a/neuralnetworks/1.2/vts/functional/GeneratedTests.cpp b/neuralnetworks/1.2/vts/functional/GeneratedTests.cpp
index 662c531..e87fa6b 100644
--- a/neuralnetworks/1.2/vts/functional/GeneratedTests.cpp
+++ b/neuralnetworks/1.2/vts/functional/GeneratedTests.cpp
@@ -31,9 +31,9 @@
namespace neuralnetworks {
namespace generated_tests {
-using ::test_helper::MixedTypedExampleType;
+using ::test_helper::MixedTypedExample;
extern void Execute(const sp<V1_2::IDevice>&, std::function<V1_2::Model(void)>,
- std::function<bool(int)>, const std::vector<MixedTypedExampleType>&);
+ std::function<bool(int)>, const std::vector<MixedTypedExample>&);
} // namespace generated_tests
namespace V1_2 {
@@ -43,9 +43,7 @@
using ::android::hardware::neuralnetworks::V1_0::implementation::ExecutionCallback;
using ::android::hardware::neuralnetworks::V1_0::implementation::PreparedModelCallback;
using ::android::nn::allocateSharedMemory;
-
-// Mixed-typed examples
-typedef generated_tests::MixedTypedExampleType MixedTypedExample;
+using ::test_helper::MixedTypedExample;
// in frameworks/ml/nn/runtime/tests/generated/
#include "all_generated_V1_0_vts_tests.cpp"
diff --git a/neuralnetworks/1.2/vts/functional/Models.h b/neuralnetworks/1.2/vts/functional/Models.h
index f3769bc..2d512fe 100644
--- a/neuralnetworks/1.2/vts/functional/Models.h
+++ b/neuralnetworks/1.2/vts/functional/Models.h
@@ -32,7 +32,7 @@
namespace vts {
namespace functional {
-using MixedTypedExample = test_helper::MixedTypedExampleType;
+using MixedTypedExample = test_helper::MixedTypedExample;
#define FOR_EACH_TEST_MODEL(FN) \
FN(add) \
@@ -243,6 +243,7 @@
FN(pad_float_1) \
FN(pad_float_1_relaxed) \
FN(pad_relaxed) \
+ FN(random_multinomial) \
FN(relu1_float_1) \
FN(relu1_float_1_relaxed) \
FN(relu1_float_2) \
diff --git a/neuralnetworks/1.2/vts/functional/ValidateRequest.cpp b/neuralnetworks/1.2/vts/functional/ValidateRequest.cpp
index f4476fa..b663535 100644
--- a/neuralnetworks/1.2/vts/functional/ValidateRequest.cpp
+++ b/neuralnetworks/1.2/vts/functional/ValidateRequest.cpp
@@ -38,7 +38,7 @@
using ::android::hidl::memory::V1_0::IMemory;
using test_helper::for_all;
using test_helper::MixedTyped;
-using test_helper::MixedTypedExampleType;
+using test_helper::MixedTypedExample;
///////////////////////// UTILITY FUNCTIONS /////////////////////////
@@ -152,15 +152,15 @@
///////////////////////////// ENTRY POINT //////////////////////////////////
-std::vector<Request> createRequests(const std::vector<MixedTypedExampleType>& examples) {
+std::vector<Request> createRequests(const std::vector<MixedTypedExample>& examples) {
const uint32_t INPUT = 0;
const uint32_t OUTPUT = 1;
std::vector<Request> requests;
for (auto& example : examples) {
- const MixedTyped& inputs = example.first;
- const MixedTyped& outputs = example.second;
+ const MixedTyped& inputs = example.operands.first;
+ const MixedTyped& outputs = example.operands.second;
std::vector<RequestArgument> inputs_info, outputs_info;
uint32_t inputSize = 0, outputSize = 0;