Change NNAPI VTS to use TEST_P to iterate across all service instances

This CL removes a dependency on the VTS test runner by dynamically
discovering all NN HAL service instances in the gtest binary itself,
and runs through all service instances with parameterized tests.

This CL converts TEST_F cases to TEST_P cases, where the test parameter
is the name of the service instance. For existing TEST_P cases (such as
the generated test cases), the service instance name is made to be the
first test parameter.

This CL enables the NN VTS tests to be more portable, e.g., they can
run directly as a presubmit test.

Fixes: 124540002
Test: mma
Test: VtsHalNeuralnetworksV1_*TargetTest (with sample-all)
Test: cd $ANDROID_BUILD_TOP/hardware/interfaces/neuralnetworks && atest
Change-Id: I1e301d7c9f9342bb8f35a267bef180f510944b19

neuralnetworks/1.0/vts/functional/Android.bp

@@ -40,10 +40,11 @@ cc_library_static {
     ],
 }
 
-cc_defaults {
-    name: "VtsHalNeuralNetworksV1_0TargetTestDefaults",
+cc_test {
+    name: "VtsHalNeuralnetworksV1_0TargetTest",
     defaults: ["VtsHalTargetTestDefaults"],
     srcs: [
+        "BasicTests.cpp",
         "TestAssertions.cpp",
         "ValidateModel.cpp",
         "ValidateRequest.cpp",
@@ -64,33 +65,11 @@ cc_defaults {
         "libneuralnetworks_utils",
         "VtsHalNeuralNetworksV1_0_utils",
     ],
+    whole_static_libs: [
+        "neuralnetworks_generated_V1_0_example",
+    ],
     header_libs: [
         "libneuralnetworks_headers",
     ],
     test_suites: ["general-tests"],
 }
-
-cc_test {
-    name: "VtsHalNeuralnetworksV1_0TargetTest",
-    defaults: ["VtsHalNeuralNetworksV1_0TargetTestDefaults"],
-    srcs: [
-        "BasicTests.cpp",
-    ],
-    whole_static_libs: [
-        "neuralnetworks_generated_V1_0_example",
-    ],
-}
-
-cc_test {
-    name: "PresubmitHalNeuralnetworksV1_0TargetTest",
-    defaults: ["VtsHalNeuralNetworksV1_0TargetTestDefaults"],
-    srcs: [
-        "BasicTests.cpp",
-    ],
-    whole_static_libs: [
-        "neuralnetworks_generated_V1_0_example",
-    ],
-    cflags: [
-        "-DPRESUBMIT_NOT_VTS",
-    ],
-}

neuralnetworks/1.0/vts/functional/BasicTests.cpp

@@ -21,17 +21,17 @@
 namespace android::hardware::neuralnetworks::V1_0::vts::functional {
 
 // create device test
-TEST_F(NeuralnetworksHidlTest, CreateDevice) {}
+TEST_P(NeuralnetworksHidlTest, CreateDevice) {}
 
 // status test
-TEST_F(NeuralnetworksHidlTest, StatusTest) {
+TEST_P(NeuralnetworksHidlTest, StatusTest) {
     Return<DeviceStatus> status = kDevice->getStatus();
     ASSERT_TRUE(status.isOk());
     EXPECT_EQ(DeviceStatus::AVAILABLE, static_cast<DeviceStatus>(status));
 }
 
 // initialization
-TEST_F(NeuralnetworksHidlTest, GetCapabilitiesTest) {
+TEST_P(NeuralnetworksHidlTest, GetCapabilitiesTest) {
     Return<void> ret =
             kDevice->getCapabilities([](ErrorStatus status, const Capabilities& capabilities) {
                 EXPECT_EQ(ErrorStatus::NONE, status);

neuralnetworks/1.0/vts/functional/GeneratedTestHarness.cpp

@@ -148,6 +148,20 @@ void Execute(const sp<IDevice>& device, const TestModel& testModel) {
     checkResults(testModel, outputs);
 }
 
+void GeneratedTestBase::SetUp() {
+    testing::TestWithParam<GeneratedTestParam>::SetUp();
+    ASSERT_NE(kDevice, nullptr);
+}
+
+std::vector<NamedModel> getNamedModels(const FilterFn& filter) {
+    return TestModelManager::get().getTestModels(filter);
+}
+
+std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info) {
+    const auto& [namedDevice, namedModel] = info.param;
+    return gtestCompliantName(getName(namedDevice) + "_" + getName(namedModel));
+}
+
 // Tag for the generated tests
 class GeneratedTest : public GeneratedTestBase {};
 

neuralnetworks/1.0/vts/functional/GeneratedTestHarness.h

@@ -18,29 +18,38 @@
 #define ANDROID_HARDWARE_NEURALNETWORKS_V1_0_GENERATED_TEST_HARNESS_H
 
 #include <android/hardware/neuralnetworks/1.0/IDevice.h>
+#include <functional>
 #include "TestHarness.h"
 #include "VtsHalNeuralnetworks.h"
 
 namespace android::hardware::neuralnetworks::V1_0::vts::functional {
 
-class GeneratedTestBase
-    : public NeuralnetworksHidlTest,
-      public testing::WithParamInterface<test_helper::TestModelManager::TestParam> {
+using NamedModel = Named<const test_helper::TestModel*>;
+using GeneratedTestParam = std::tuple<NamedDevice, NamedModel>;
+
+class GeneratedTestBase : public testing::TestWithParam<GeneratedTestParam> {
   protected:
-    const test_helper::TestModel& kTestModel = *GetParam().second;
+    void SetUp() override;
+    const sp<IDevice> kDevice = getData(std::get<NamedDevice>(GetParam()));
+    const test_helper::TestModel& kTestModel = *getData(std::get<NamedModel>(GetParam()));
 };
 
-#define INSTANTIATE_GENERATED_TEST(TestSuite, filter)                                        \
-    INSTANTIATE_TEST_SUITE_P(                                                                \
-            TestGenerated, TestSuite,                                                        \
-            testing::ValuesIn(::test_helper::TestModelManager::get().getTestModels(filter)), \
-            [](const auto& info) { return info.param.first; })
+using FilterFn = std::function<bool(const test_helper::TestModel&)>;
+std::vector<NamedModel> getNamedModels(const FilterFn& filter);
+
+std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info);
+
+#define INSTANTIATE_GENERATED_TEST(TestSuite, filter)                                     \
+    INSTANTIATE_TEST_SUITE_P(TestGenerated, TestSuite,                                    \
+                             testing::Combine(testing::ValuesIn(getNamedDevices()),       \
+                                              testing::ValuesIn(getNamedModels(filter))), \
+                             printGeneratedTest)
 
 // Tag for the validation tests, instantiated in VtsHalNeuralnetworks.cpp.
 // TODO: Clean up the hierarchy for ValidationTest.
 class ValidationTest : public GeneratedTestBase {};
 
-Model createModel(const ::test_helper::TestModel& testModel);
+Model createModel(const test_helper::TestModel& testModel);
 
 }  // namespace android::hardware::neuralnetworks::V1_0::vts::functional
 

neuralnetworks/1.0/vts/functional/Utils.cpp

@@ -117,6 +117,13 @@ std::vector<TestBuffer> getOutputBuffers(const Request& request) {
     return outputBuffers;
 }
 
+std::string gtestCompliantName(std::string name) {
+    // gtest test names must only contain alphanumeric characters
+    std::replace_if(
+            name.begin(), name.end(), [](char c) { return !std::isalnum(c); }, '_');
+    return name;
+}
+
 }  // namespace android::hardware::neuralnetworks
 
 namespace android::hardware::neuralnetworks::V1_0 {

neuralnetworks/1.0/vts/functional/VtsHalNeuralnetworks.cpp

@@ -18,11 +18,13 @@
 
 #include "VtsHalNeuralnetworks.h"
 #include "1.0/Callbacks.h"
-#include "1.0/Utils.h"
 #include "GeneratedTestHarness.h"
 #include "TestHarness.h"
 
 #include <android-base/logging.h>
+#include <hidl/ServiceManagement.h>
+#include <string>
+#include <utility>
 
 namespace android::hardware::neuralnetworks::V1_0::vts::functional {
 
@@ -76,34 +78,39 @@ void createPreparedModel(const sp<IDevice>& device, const Model& model,
     ASSERT_NE(nullptr, preparedModel->get());
 }
 
-// A class for test environment setup
-NeuralnetworksHidlEnvironment* NeuralnetworksHidlEnvironment::getInstance() {
-    // This has to return a "new" object because it is freed inside
-    // testing::AddGlobalTestEnvironment when the gtest is being torn down
-    static NeuralnetworksHidlEnvironment* instance = new NeuralnetworksHidlEnvironment();
-    return instance;
-}
-
-void NeuralnetworksHidlEnvironment::registerTestServices() {
-    registerTestService<IDevice>();
-}
-
-// The main test class for NEURALNETWORK HIDL HAL.
 void NeuralnetworksHidlTest::SetUp() {
-    testing::VtsHalHidlTargetTestBase::SetUp();
-
-#ifdef PRESUBMIT_NOT_VTS
-    const std::string name =
-            NeuralnetworksHidlEnvironment::getInstance()->getServiceName<IDevice>();
-    const std::string sampleDriver = "sample-";
-    if (kDevice == nullptr && name.substr(0, sampleDriver.size()) == sampleDriver) {
-        GTEST_SKIP();
-    }
-#endif  // PRESUBMIT_NOT_VTS
-
-    ASSERT_NE(nullptr, kDevice.get());
+    testing::TestWithParam<NeuralnetworksHidlTestParam>::SetUp();
+    ASSERT_NE(kDevice, nullptr);
 }
 
+static NamedDevice makeNamedDevice(const std::string& name) {
+    return {name, IDevice::getService(name)};
+}
+
+static std::vector<NamedDevice> getNamedDevicesImpl() {
+    // Retrieves the name of all service instances that implement IDevice,
+    // including any Lazy HAL instances.
+    const std::vector<std::string> names = hardware::getAllHalInstanceNames(IDevice::descriptor);
+
+    // Get a handle to each device and pair it with its name.
+    std::vector<NamedDevice> namedDevices;
+    namedDevices.reserve(names.size());
+    std::transform(names.begin(), names.end(), std::back_inserter(namedDevices), makeNamedDevice);
+    return namedDevices;
+}
+
+const std::vector<NamedDevice>& getNamedDevices() {
+    const static std::vector<NamedDevice> devices = getNamedDevicesImpl();
+    return devices;
+}
+
+std::string printNeuralnetworksHidlTest(
+        const testing::TestParamInfo<NeuralnetworksHidlTestParam>& info) {
+    return gtestCompliantName(getName(info.param));
+}
+
+INSTANTIATE_DEVICE_TEST(NeuralnetworksHidlTest);
+
 // Forward declaration from ValidateModel.cpp
 void validateModel(const sp<IDevice>& device, const Model& model);
 // Forward declaration from ValidateRequest.cpp
@@ -130,14 +137,3 @@ TEST_P(ValidationTest, Test) {
 INSTANTIATE_GENERATED_TEST(ValidationTest, [](const test_helper::TestModel&) { return true; });
 
 }  // namespace android::hardware::neuralnetworks::V1_0::vts::functional
-
-using android::hardware::neuralnetworks::V1_0::vts::functional::NeuralnetworksHidlEnvironment;
-
-int main(int argc, char** argv) {
-    testing::AddGlobalTestEnvironment(NeuralnetworksHidlEnvironment::getInstance());
-    testing::InitGoogleTest(&argc, argv);
-    NeuralnetworksHidlEnvironment::getInstance()->init(&argc, argv);
-
-    int status = RUN_ALL_TESTS();
-    return status;
-}

neuralnetworks/1.0/vts/functional/VtsHalNeuralnetworks.h

@@ -17,40 +17,34 @@
 #ifndef ANDROID_HARDWARE_NEURALNETWORKS_V1_0_VTS_HAL_NEURALNETWORKS_H
 #define ANDROID_HARDWARE_NEURALNETWORKS_V1_0_VTS_HAL_NEURALNETWORKS_H
 
+#include "1.0/Utils.h"
+
 #include <android/hardware/neuralnetworks/1.0/IDevice.h>
 #include <android/hardware/neuralnetworks/1.0/types.h>
-
-#include <VtsHalHidlTargetTestBase.h>
-#include <VtsHalHidlTargetTestEnvBase.h>
-
-#include <android-base/macros.h>
 #include <gtest/gtest.h>
 
+#include <vector>
+
 namespace android::hardware::neuralnetworks::V1_0::vts::functional {
 
-// A class for test environment setup
-class NeuralnetworksHidlEnvironment : public testing::VtsHalHidlTargetTestEnvBase {
-    DISALLOW_COPY_AND_ASSIGN(NeuralnetworksHidlEnvironment);
-    NeuralnetworksHidlEnvironment() = default;
-
-  public:
-    static NeuralnetworksHidlEnvironment* getInstance();
-    void registerTestServices() override;
-};
-
-// The main test class for NEURALNETWORKS HIDL HAL.
-class NeuralnetworksHidlTest : public testing::VtsHalHidlTargetTestBase {
-    DISALLOW_COPY_AND_ASSIGN(NeuralnetworksHidlTest);
-
-  public:
-    NeuralnetworksHidlTest() = default;
-    void SetUp() override;
+using NamedDevice = Named<sp<IDevice>>;
+using NeuralnetworksHidlTestParam = NamedDevice;
 
+class NeuralnetworksHidlTest : public testing::TestWithParam<NeuralnetworksHidlTestParam> {
   protected:
-    const sp<IDevice> kDevice = testing::VtsHalHidlTargetTestBase::getService<IDevice>(
-            NeuralnetworksHidlEnvironment::getInstance());
+    void SetUp() override;
+    const sp<IDevice> kDevice = getData(GetParam());
 };
 
+const std::vector<NamedDevice>& getNamedDevices();
+
+std::string printNeuralnetworksHidlTest(
+        const testing::TestParamInfo<NeuralnetworksHidlTestParam>& info);
+
+#define INSTANTIATE_DEVICE_TEST(TestSuite)                                                 \
+    INSTANTIATE_TEST_SUITE_P(PerInstance, TestSuite, testing::ValuesIn(getNamedDevices()), \
+                             printNeuralnetworksHidlTest)
+
 // Create an IPreparedModel object. If the model cannot be prepared,
 // "preparedModel" will be nullptr instead.
 void createPreparedModel(const sp<IDevice>& device, const Model& model,

neuralnetworks/1.0/vts/functional/include/1.0/Utils.h

@@ -21,13 +21,15 @@
 #include <android/hardware/neuralnetworks/1.0/types.h>
 #include <algorithm>
 #include <iosfwd>
+#include <string>
+#include <utility>
 #include <vector>
 #include "TestHarness.h"
 
 namespace android::hardware::neuralnetworks {
 
 // Create HIDL Request from the TestModel struct.
-V1_0::Request createRequest(const ::test_helper::TestModel& testModel);
+V1_0::Request createRequest(const test_helper::TestModel& testModel);
 
 // After execution, copy out output results from the output memory pool.
 std::vector<::test_helper::TestBuffer> getOutputBuffers(const V1_0::Request& request);
@@ -51,6 +53,21 @@ inline uint32_t hidl_vec_push_back(hidl_vec<Type>* vec, const Type& value) {
     return index;
 }
 
+template <typename Type>
+using Named = std::pair<std::string, Type>;
+
+template <typename Type>
+const std::string& getName(const Named<Type>& namedData) {
+    return namedData.first;
+}
+
+template <typename Type>
+const Type& getData(const Named<Type>& namedData) {
+    return namedData.second;
+}
+
+std::string gtestCompliantName(std::string name);
+
 }  // namespace android::hardware::neuralnetworks
 
 namespace android::hardware::neuralnetworks::V1_0 {

neuralnetworks/1.1/vts/functional/Android.bp

@@ -14,10 +14,11 @@
 // limitations under the License.
 //
 
-cc_defaults {
-    name: "VtsHalNeuralNetworksV1_1TargetTestDefaults",
+cc_test {
+    name: "VtsHalNeuralnetworksV1_1TargetTest",
     defaults: ["VtsHalTargetTestDefaults"],
     srcs: [
+        "BasicTests.cpp",
         "TestAssertions.cpp",
         "ValidateModel.cpp",
         "ValidateRequest.cpp",
@@ -39,35 +40,12 @@ cc_defaults {
         "libneuralnetworks_utils",
         "VtsHalNeuralNetworksV1_0_utils",
     ],
+    whole_static_libs: [
+        "neuralnetworks_generated_V1_0_example",
+        "neuralnetworks_generated_V1_1_example",
+    ],
     header_libs: [
         "libneuralnetworks_headers",
     ],
     test_suites: ["general-tests"],
 }
-
-cc_test {
-    name: "VtsHalNeuralnetworksV1_1TargetTest",
-    defaults: ["VtsHalNeuralNetworksV1_1TargetTestDefaults"],
-    srcs: [
-        "BasicTests.cpp",
-    ],
-    whole_static_libs: [
-        "neuralnetworks_generated_V1_0_example",
-        "neuralnetworks_generated_V1_1_example",
-    ],
-}
-
-cc_test {
-    name: "PresubmitHalNeuralnetworksV1_1TargetTest",
-    defaults: ["VtsHalNeuralNetworksV1_1TargetTestDefaults"],
-    srcs: [
-        "BasicTests.cpp",
-    ],
-    whole_static_libs: [
-        "neuralnetworks_generated_V1_0_example",
-        "neuralnetworks_generated_V1_1_example",
-    ],
-    cflags: [
-        "-DPRESUBMIT_NOT_VTS",
-    ],
-}

neuralnetworks/1.1/vts/functional/BasicTests.cpp

@@ -24,17 +24,17 @@ using V1_0::DeviceStatus;
 using V1_0::ErrorStatus;
 
 // create device test
-TEST_F(NeuralnetworksHidlTest, CreateDevice) {}
+TEST_P(NeuralnetworksHidlTest, CreateDevice) {}
 
 // status test
-TEST_F(NeuralnetworksHidlTest, StatusTest) {
+TEST_P(NeuralnetworksHidlTest, StatusTest) {
     Return<DeviceStatus> status = kDevice->getStatus();
     ASSERT_TRUE(status.isOk());
     EXPECT_EQ(DeviceStatus::AVAILABLE, static_cast<DeviceStatus>(status));
 }
 
 // initialization
-TEST_F(NeuralnetworksHidlTest, GetCapabilitiesTest) {
+TEST_P(NeuralnetworksHidlTest, GetCapabilitiesTest) {
     Return<void> ret =
             kDevice->getCapabilities_1_1([](ErrorStatus status, const Capabilities& capabilities) {
                 EXPECT_EQ(ErrorStatus::NONE, status);

neuralnetworks/1.1/vts/functional/GeneratedTestHarness.cpp

@@ -156,6 +156,20 @@ void Execute(const sp<IDevice>& device, const TestModel& testModel) {
     checkResults(testModel, outputs);
 }
 
+void GeneratedTestBase::SetUp() {
+    testing::TestWithParam<GeneratedTestParam>::SetUp();
+    ASSERT_NE(kDevice, nullptr);
+}
+
+std::vector<NamedModel> getNamedModels(const FilterFn& filter) {
+    return TestModelManager::get().getTestModels(filter);
+}
+
+std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info) {
+    const auto& [namedDevice, namedModel] = info.param;
+    return gtestCompliantName(getName(namedDevice) + "_" + getName(namedModel));
+}
+
 // Tag for the generated tests
 class GeneratedTest : public GeneratedTestBase {};
 

neuralnetworks/1.1/vts/functional/GeneratedTestHarness.h

@@ -18,29 +18,38 @@
 #define ANDROID_HARDWARE_NEURALNETWORKS_V1_1_GENERATED_TEST_HARNESS_H
 
 #include <android/hardware/neuralnetworks/1.1/IDevice.h>
+#include "1.0/Utils.h"
 #include "TestHarness.h"
 #include "VtsHalNeuralnetworks.h"
 
 namespace android::hardware::neuralnetworks::V1_1::vts::functional {
 
-class GeneratedTestBase
-    : public NeuralnetworksHidlTest,
-      public testing::WithParamInterface<test_helper::TestModelManager::TestParam> {
+using NamedModel = Named<const test_helper::TestModel*>;
+using GeneratedTestParam = std::tuple<NamedDevice, NamedModel>;
+
+class GeneratedTestBase : public testing::TestWithParam<GeneratedTestParam> {
   protected:
-    const test_helper::TestModel& kTestModel = *GetParam().second;
+    void SetUp() override;
+    const sp<IDevice> kDevice = getData(std::get<NamedDevice>(GetParam()));
+    const test_helper::TestModel& kTestModel = *getData(std::get<NamedModel>(GetParam()));
 };
 
-#define INSTANTIATE_GENERATED_TEST(TestSuite, filter)                                        \
-    INSTANTIATE_TEST_SUITE_P(                                                                \
-            TestGenerated, TestSuite,                                                        \
-            testing::ValuesIn(::test_helper::TestModelManager::get().getTestModels(filter)), \
-            [](const auto& info) { return info.param.first; })
+using FilterFn = std::function<bool(const test_helper::TestModel&)>;
+std::vector<NamedModel> getNamedModels(const FilterFn& filter);
+
+std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info);
+
+#define INSTANTIATE_GENERATED_TEST(TestSuite, filter)                                     \
+    INSTANTIATE_TEST_SUITE_P(TestGenerated, TestSuite,                                    \
+                             testing::Combine(testing::ValuesIn(getNamedDevices()),       \
+                                              testing::ValuesIn(getNamedModels(filter))), \
+                             printGeneratedTest)
 
 // Tag for the validation tests, instantiated in VtsHalNeuralnetworks.cpp.
 // TODO: Clean up the hierarchy for ValidationTest.
 class ValidationTest : public GeneratedTestBase {};
 
-Model createModel(const ::test_helper::TestModel& testModel);
+Model createModel(const test_helper::TestModel& testModel);
 
 }  // namespace android::hardware::neuralnetworks::V1_1::vts::functional
 

neuralnetworks/1.1/vts/functional/VtsHalNeuralnetworks.cpp

@@ -17,13 +17,15 @@
 #define LOG_TAG "neuralnetworks_hidl_hal_test"
 
 #include "VtsHalNeuralnetworks.h"
+#include <android-base/logging.h>
+#include <hidl/ServiceManagement.h>
+#include <string>
+#include <utility>
 #include "1.0/Callbacks.h"
 #include "1.0/Utils.h"
 #include "GeneratedTestHarness.h"
 #include "TestHarness.h"
 
-#include <android-base/logging.h>
-
 namespace android::hardware::neuralnetworks::V1_1::vts::functional {
 
 using V1_0::ErrorStatus;
@@ -79,34 +81,39 @@ void createPreparedModel(const sp<IDevice>& device, const Model& model,
     ASSERT_NE(nullptr, preparedModel->get());
 }
 
-// A class for test environment setup
-NeuralnetworksHidlEnvironment* NeuralnetworksHidlEnvironment::getInstance() {
-    // This has to return a "new" object because it is freed inside
-    // testing::AddGlobalTestEnvironment when the gtest is being torn down
-    static NeuralnetworksHidlEnvironment* instance = new NeuralnetworksHidlEnvironment();
-    return instance;
-}
-
-void NeuralnetworksHidlEnvironment::registerTestServices() {
-    registerTestService<IDevice>();
-}
-
-// The main test class for NEURALNETWORK HIDL HAL.
 void NeuralnetworksHidlTest::SetUp() {
-    testing::VtsHalHidlTargetTestBase::SetUp();
-
-#ifdef PRESUBMIT_NOT_VTS
-    const std::string name =
-            NeuralnetworksHidlEnvironment::getInstance()->getServiceName<IDevice>();
-    const std::string sampleDriver = "sample-";
-    if (kDevice == nullptr && name.substr(0, sampleDriver.size()) == sampleDriver) {
-        GTEST_SKIP();
-    }
-#endif  // PRESUBMIT_NOT_VTS
-
-    ASSERT_NE(nullptr, kDevice.get());
+    testing::TestWithParam<NeuralnetworksHidlTestParam>::SetUp();
+    ASSERT_NE(kDevice, nullptr);
 }
 
+static NamedDevice makeNamedDevice(const std::string& name) {
+    return {name, IDevice::getService(name)};
+}
+
+static std::vector<NamedDevice> getNamedDevicesImpl() {
+    // Retrieves the name of all service instances that implement IDevice,
+    // including any Lazy HAL instances.
+    const std::vector<std::string> names = hardware::getAllHalInstanceNames(IDevice::descriptor);
+
+    // Get a handle to each device and pair it with its name.
+    std::vector<NamedDevice> namedDevices;
+    namedDevices.reserve(names.size());
+    std::transform(names.begin(), names.end(), std::back_inserter(namedDevices), makeNamedDevice);
+    return namedDevices;
+}
+
+const std::vector<NamedDevice>& getNamedDevices() {
+    const static std::vector<NamedDevice> devices = getNamedDevicesImpl();
+    return devices;
+}
+
+std::string printNeuralnetworksHidlTest(
+        const testing::TestParamInfo<NeuralnetworksHidlTestParam>& info) {
+    return gtestCompliantName(getName(info.param));
+}
+
+INSTANTIATE_DEVICE_TEST(NeuralnetworksHidlTest);
+
 // Forward declaration from ValidateModel.cpp
 void validateModel(const sp<IDevice>& device, const Model& model);
 // Forward declaration from ValidateRequest.cpp
@@ -133,14 +140,3 @@ TEST_P(ValidationTest, Test) {
 INSTANTIATE_GENERATED_TEST(ValidationTest, [](const test_helper::TestModel&) { return true; });
 
 }  // namespace android::hardware::neuralnetworks::V1_1::vts::functional
-
-using android::hardware::neuralnetworks::V1_1::vts::functional::NeuralnetworksHidlEnvironment;
-
-int main(int argc, char** argv) {
-    testing::AddGlobalTestEnvironment(NeuralnetworksHidlEnvironment::getInstance());
-    testing::InitGoogleTest(&argc, argv);
-    NeuralnetworksHidlEnvironment::getInstance()->init(&argc, argv);
-
-    int status = RUN_ALL_TESTS();
-    return status;
-}

neuralnetworks/1.1/vts/functional/VtsHalNeuralnetworks.h

@@ -17,41 +17,33 @@
 #ifndef ANDROID_HARDWARE_NEURALNETWORKS_V1_1_VTS_HAL_NEURALNETWORKS_H
 #define ANDROID_HARDWARE_NEURALNETWORKS_V1_1_VTS_HAL_NEURALNETWORKS_H
 
-#include <android/hardware/neuralnetworks/1.0/types.h>
+#include <android/hardware/neuralnetworks/1.0/IPreparedModel.h>
 #include <android/hardware/neuralnetworks/1.1/IDevice.h>
 #include <android/hardware/neuralnetworks/1.1/types.h>
-
-#include <VtsHalHidlTargetTestBase.h>
-#include <VtsHalHidlTargetTestEnvBase.h>
-
-#include <android-base/macros.h>
 #include <gtest/gtest.h>
+#include <vector>
+#include "1.0/Utils.h"
 
 namespace android::hardware::neuralnetworks::V1_1::vts::functional {
 
-// A class for test environment setup
-class NeuralnetworksHidlEnvironment : public testing::VtsHalHidlTargetTestEnvBase {
-    DISALLOW_COPY_AND_ASSIGN(NeuralnetworksHidlEnvironment);
-    NeuralnetworksHidlEnvironment() = default;
-
-  public:
-    static NeuralnetworksHidlEnvironment* getInstance();
-    void registerTestServices() override;
-};
-
-// The main test class for NEURALNETWORKS HIDL HAL.
-class NeuralnetworksHidlTest : public testing::VtsHalHidlTargetTestBase {
-    DISALLOW_COPY_AND_ASSIGN(NeuralnetworksHidlTest);
-
-  public:
-    NeuralnetworksHidlTest() = default;
-    void SetUp() override;
+using NamedDevice = Named<sp<IDevice>>;
+using NeuralnetworksHidlTestParam = NamedDevice;
 
+class NeuralnetworksHidlTest : public testing::TestWithParam<NeuralnetworksHidlTestParam> {
   protected:
-    const sp<IDevice> kDevice = testing::VtsHalHidlTargetTestBase::getService<IDevice>(
-            NeuralnetworksHidlEnvironment::getInstance());
+    void SetUp() override;
+    const sp<IDevice> kDevice = getData(GetParam());
 };
 
+const std::vector<NamedDevice>& getNamedDevices();
+
+std::string printNeuralnetworksHidlTest(
+        const testing::TestParamInfo<NeuralnetworksHidlTestParam>& info);
+
+#define INSTANTIATE_DEVICE_TEST(TestSuite)                                                 \
+    INSTANTIATE_TEST_SUITE_P(PerInstance, TestSuite, testing::ValuesIn(getNamedDevices()), \
+                             printNeuralnetworksHidlTest)
+
 // Create an IPreparedModel object. If the model cannot be prepared,
 // "preparedModel" will be nullptr instead.
 void createPreparedModel(const sp<IDevice>& device, const Model& model,

neuralnetworks/1.2/vts/functional/Android.bp

@@ -14,16 +14,19 @@
 // limitations under the License.
 //
 
-cc_defaults {
-    name: "VtsHalNeuralNetworksV1_2TargetTestDefaults",
+cc_test {
+    name: "VtsHalNeuralnetworksV1_2TargetTest",
     defaults: ["VtsHalTargetTestDefaults"],
     srcs: [
+        "BasicTests.cpp",
+        "Callbacks.cpp",
+        "CompilationCachingTests.cpp",
+        "GeneratedTestHarness.cpp",
         "TestAssertions.cpp",
         "ValidateModel.cpp",
         "ValidateRequest.cpp",
+        "ValidateBurst.cpp",
         "VtsHalNeuralnetworks.cpp",
-        "Callbacks.cpp",
-        "GeneratedTestHarness.cpp",
     ],
     local_include_dirs: ["include"],
     shared_libs: [
@@ -42,41 +45,13 @@ cc_defaults {
         "libneuralnetworks_utils",
         "VtsHalNeuralNetworksV1_0_utils",
     ],
+    whole_static_libs: [
+        "neuralnetworks_generated_V1_0_example",
+        "neuralnetworks_generated_V1_1_example",
+        "neuralnetworks_generated_V1_2_example",
+    ],
     header_libs: [
         "libneuralnetworks_headers",
     ],
     test_suites: ["general-tests"],
 }
-
-cc_test {
-    name: "VtsHalNeuralnetworksV1_2TargetTest",
-    defaults: ["VtsHalNeuralNetworksV1_2TargetTestDefaults"],
-    srcs: [
-        "BasicTests.cpp",
-        "CompilationCachingTests.cpp",
-        "ValidateBurst.cpp",
-    ],
-    whole_static_libs: [
-        "neuralnetworks_generated_V1_0_example",
-        "neuralnetworks_generated_V1_1_example",
-        "neuralnetworks_generated_V1_2_example",
-    ],
-}
-
-cc_test {
-    name: "PresubmitHalNeuralnetworksV1_2TargetTest",
-    defaults: ["VtsHalNeuralNetworksV1_2TargetTestDefaults"],
-    srcs: [
-        "BasicTests.cpp",
-        "CompilationCachingTests.cpp",
-        "ValidateBurst.cpp",
-    ],
-    whole_static_libs: [
-        "neuralnetworks_generated_V1_0_example",
-        "neuralnetworks_generated_V1_1_example",
-        "neuralnetworks_generated_V1_2_example",
-    ],
-    cflags: [
-        "-DPRESUBMIT_NOT_VTS",
-    ],
-}

neuralnetworks/1.2/vts/functional/BasicTests.cpp

@@ -25,17 +25,17 @@ using V1_0::ErrorStatus;
 using V1_0::PerformanceInfo;
 
 // create device test
-TEST_F(NeuralnetworksHidlTest, CreateDevice) {}
+TEST_P(NeuralnetworksHidlTest, CreateDevice) {}
 
 // status test
-TEST_F(NeuralnetworksHidlTest, StatusTest) {
+TEST_P(NeuralnetworksHidlTest, StatusTest) {
     Return<DeviceStatus> status = kDevice->getStatus();
     ASSERT_TRUE(status.isOk());
     EXPECT_EQ(DeviceStatus::AVAILABLE, static_cast<DeviceStatus>(status));
 }
 
 // initialization
-TEST_F(NeuralnetworksHidlTest, GetCapabilitiesTest) {
+TEST_P(NeuralnetworksHidlTest, GetCapabilitiesTest) {
     using OperandPerformance = Capabilities::OperandPerformance;
     Return<void> ret = kDevice->getCapabilities_1_2([](ErrorStatus status,
                                                        const Capabilities& capabilities) {
@@ -60,7 +60,7 @@ TEST_F(NeuralnetworksHidlTest, GetCapabilitiesTest) {
 }
 
 // device version test
-TEST_F(NeuralnetworksHidlTest, GetDeviceVersionStringTest) {
+TEST_P(NeuralnetworksHidlTest, GetDeviceVersionStringTest) {
     Return<void> ret =
             kDevice->getVersionString([](ErrorStatus status, const hidl_string& version) {
                 EXPECT_EQ(ErrorStatus::NONE, status);
@@ -70,7 +70,7 @@ TEST_F(NeuralnetworksHidlTest, GetDeviceVersionStringTest) {
 }
 
 // device type test
-TEST_F(NeuralnetworksHidlTest, GetDeviceTypeTest) {
+TEST_P(NeuralnetworksHidlTest, GetDeviceTypeTest) {
     Return<void> ret = kDevice->getType([](ErrorStatus status, DeviceType type) {
         EXPECT_EQ(ErrorStatus::NONE, status);
         EXPECT_TRUE(type == DeviceType::OTHER || type == DeviceType::CPU ||
@@ -80,7 +80,7 @@ TEST_F(NeuralnetworksHidlTest, GetDeviceTypeTest) {
 }
 
 // device supported extensions test
-TEST_F(NeuralnetworksHidlTest, GetDeviceSupportedExtensionsTest) {
+TEST_P(NeuralnetworksHidlTest, GetDeviceSupportedExtensionsTest) {
     Return<void> ret = kDevice->getSupportedExtensions(
             [](ErrorStatus status, const hidl_vec<Extension>& extensions) {
                 EXPECT_EQ(ErrorStatus::NONE, status);
@@ -101,7 +101,7 @@ TEST_F(NeuralnetworksHidlTest, GetDeviceSupportedExtensionsTest) {
 }
 
 // getNumberOfCacheFilesNeeded test
-TEST_F(NeuralnetworksHidlTest, getNumberOfCacheFilesNeeded) {
+TEST_P(NeuralnetworksHidlTest, getNumberOfCacheFilesNeeded) {
     Return<void> ret = kDevice->getNumberOfCacheFilesNeeded(
             [](ErrorStatus status, uint32_t numModelCache, uint32_t numDataCache) {
                 EXPECT_EQ(ErrorStatus::NONE, status);

neuralnetworks/1.2/vts/functional/CompilationCachingTests.cpp

@@ -17,6 +17,7 @@
 #define LOG_TAG "neuralnetworks_hidl_hal_test"
 
 #include <android-base/logging.h>
+#include <fcntl.h>
 #include <ftw.h>
 #include <gtest/gtest.h>
 #include <hidlmemory/mapping.h>
@@ -37,11 +38,11 @@
 // Forward declaration of the mobilenet generated test models in
 // frameworks/ml/nn/runtime/test/generated/.
 namespace generated_tests::mobilenet_224_gender_basic_fixed {
-const ::test_helper::TestModel& get_test_model();
+const test_helper::TestModel& get_test_model();
 }  // namespace generated_tests::mobilenet_224_gender_basic_fixed
 
 namespace generated_tests::mobilenet_quantized {
-const ::test_helper::TestModel& get_test_model();
+const test_helper::TestModel& get_test_model();
 }  // namespace generated_tests::mobilenet_quantized
 
 namespace android::hardware::neuralnetworks::V1_2::vts::functional {
@@ -53,13 +54,13 @@ using V1_1::ExecutionPreference;
 
 namespace float32_model {
 
-constexpr auto get_test_model = ::generated_tests::mobilenet_224_gender_basic_fixed::get_test_model;
+constexpr auto get_test_model = generated_tests::mobilenet_224_gender_basic_fixed::get_test_model;
 
 }  // namespace float32_model
 
 namespace quant8_model {
 
-constexpr auto get_test_model = ::generated_tests::mobilenet_quantized::get_test_model;
+constexpr auto get_test_model = generated_tests::mobilenet_quantized::get_test_model;
 
 }  // namespace quant8_model
 
@@ -217,12 +218,13 @@ TestModel createLargeTestModelImpl(TestOperationType op, uint32_t len) {
 }  // namespace
 
 // Tag for the compilation caching tests.
-class CompilationCachingTestBase : public NeuralnetworksHidlTest {
+class CompilationCachingTestBase : public testing::Test {
   protected:
-    CompilationCachingTestBase(OperandType type) : kOperandType(type) {}
+    CompilationCachingTestBase(sp<IDevice> device, OperandType type)
+        : kDevice(std::move(device)), kOperandType(type) {}
 
     void SetUp() override {
-        NeuralnetworksHidlTest::SetUp();
+        testing::Test::SetUp();
         ASSERT_NE(kDevice.get(), nullptr);
 
         // Create cache directory. The cache directory and a temporary cache file is always created
@@ -274,7 +276,7 @@ class CompilationCachingTestBase : public NeuralnetworksHidlTest {
             };
             nftw(mCacheDir.c_str(), callback, 128, FTW_DEPTH | FTW_MOUNT | FTW_PHYS);
         }
-        NeuralnetworksHidlTest::TearDown();
+        testing::Test::TearDown();
     }
 
     // Model and examples creators. According to kOperandType, the following methods will return
@@ -398,16 +400,21 @@ class CompilationCachingTestBase : public NeuralnetworksHidlTest {
     uint32_t mNumDataCache;
     uint32_t mIsCachingSupported;
 
+    const sp<IDevice> kDevice;
     // The primary data type of the testModel.
     const OperandType kOperandType;
 };
 
+using CompilationCachingTestParam = std::tuple<NamedDevice, OperandType>;
+
 // A parameterized fixture of CompilationCachingTestBase. Every test will run twice, with the first
 // pass running with float32 models and the second pass running with quant8 models.
 class CompilationCachingTest : public CompilationCachingTestBase,
-                               public testing::WithParamInterface<OperandType> {
+                               public testing::WithParamInterface<CompilationCachingTestParam> {
   protected:
-    CompilationCachingTest() : CompilationCachingTestBase(GetParam()) {}
+    CompilationCachingTest()
+        : CompilationCachingTestBase(getData(std::get<NamedDevice>(GetParam())),
+                                     std::get<OperandType>(GetParam())) {}
 };
 
 TEST_P(CompilationCachingTest, CacheSavingAndRetrieval) {
@@ -1192,16 +1199,30 @@ TEST_P(CompilationCachingTest, ReplaceSecuritySensitiveCache) {
     }
 }
 
+static const auto kNamedDeviceChoices = testing::ValuesIn(getNamedDevices());
 static const auto kOperandTypeChoices =
         testing::Values(OperandType::TENSOR_FLOAT32, OperandType::TENSOR_QUANT8_ASYMM);
 
-INSTANTIATE_TEST_CASE_P(TestCompilationCaching, CompilationCachingTest, kOperandTypeChoices);
+std::string printCompilationCachingTest(
+        const testing::TestParamInfo<CompilationCachingTestParam>& info) {
+    const auto& [namedDevice, operandType] = info.param;
+    const std::string type = (operandType == OperandType::TENSOR_FLOAT32 ? "float32" : "quant8");
+    return gtestCompliantName(getName(namedDevice) + "_" + type);
+}
+
+INSTANTIATE_TEST_CASE_P(TestCompilationCaching, CompilationCachingTest,
+                        testing::Combine(kNamedDeviceChoices, kOperandTypeChoices),
+                        printCompilationCachingTest);
+
+using CompilationCachingSecurityTestParam = std::tuple<NamedDevice, OperandType, uint32_t>;
 
 class CompilationCachingSecurityTest
     : public CompilationCachingTestBase,
-      public testing::WithParamInterface<std::tuple<OperandType, uint32_t>> {
+      public testing::WithParamInterface<CompilationCachingSecurityTestParam> {
   protected:
-    CompilationCachingSecurityTest() : CompilationCachingTestBase(std::get<0>(GetParam())) {}
+    CompilationCachingSecurityTest()
+        : CompilationCachingTestBase(getData(std::get<NamedDevice>(GetParam())),
+                                     std::get<OperandType>(GetParam())) {}
 
     void SetUp() {
         CompilationCachingTestBase::SetUp();
@@ -1291,7 +1312,7 @@ class CompilationCachingSecurityTest
         }
     }
 
-    const uint32_t kSeed = std::get<1>(GetParam());
+    const uint32_t kSeed = std::get<uint32_t>(GetParam());
     std::mt19937 generator;
 };
 
@@ -1338,7 +1359,16 @@ TEST_P(CompilationCachingSecurityTest, WrongToken) {
     });
 }
 
+std::string printCompilationCachingSecurityTest(
+        const testing::TestParamInfo<CompilationCachingSecurityTestParam>& info) {
+    const auto& [namedDevice, operandType, seed] = info.param;
+    const std::string type = (operandType == OperandType::TENSOR_FLOAT32 ? "float32" : "quant8");
+    return gtestCompliantName(getName(namedDevice) + "_" + type + "_" + std::to_string(seed));
+}
+
 INSTANTIATE_TEST_CASE_P(TestCompilationCaching, CompilationCachingSecurityTest,
-                        testing::Combine(kOperandTypeChoices, testing::Range(0U, 10U)));
+                        testing::Combine(kNamedDeviceChoices, kOperandTypeChoices,
+                                         testing::Range(0U, 10U)),
+                        printCompilationCachingSecurityTest);
 
 }  // namespace android::hardware::neuralnetworks::V1_2::vts::functional

neuralnetworks/1.2/vts/functional/GeneratedTestHarness.cpp

@@ -190,7 +190,7 @@ static Return<ErrorStatus> ExecutePreparedModel(const sp<IPreparedModel>& prepar
 }
 static std::shared_ptr<::android::nn::ExecutionBurstController> CreateBurst(
         const sp<IPreparedModel>& preparedModel) {
-    return ::android::nn::ExecutionBurstController::create(preparedModel, /*blocking=*/true);
+    return android::nn::ExecutionBurstController::create(preparedModel, /*blocking=*/true);
 }
 enum class Executor { ASYNC, SYNC, BURST };
 
@@ -371,6 +371,20 @@ void Execute(const sp<IDevice>& device, const TestModel& testModel, bool testDyn
     EvaluatePreparedModel(preparedModel, testModel, testDynamicOutputShape);
 }
 
+void GeneratedTestBase::SetUp() {
+    testing::TestWithParam<GeneratedTestParam>::SetUp();
+    ASSERT_NE(kDevice, nullptr);
+}
+
+std::vector<NamedModel> getNamedModels(const FilterFn& filter) {
+    return TestModelManager::get().getTestModels(filter);
+}
+
+std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info) {
+    const auto& [namedDevice, namedModel] = info.param;
+    return gtestCompliantName(getName(namedDevice) + "_" + getName(namedModel));
+}
+
 // Tag for the generated tests
 class GeneratedTest : public GeneratedTestBase {};
 

neuralnetworks/1.2/vts/functional/GeneratedTestHarness.h

@@ -22,34 +22,43 @@
 #include <android/hardware/neuralnetworks/1.2/types.h>
 #include <functional>
 #include <vector>
+#include "1.0/Utils.h"
 #include "TestHarness.h"
 #include "VtsHalNeuralnetworks.h"
 
 namespace android::hardware::neuralnetworks::V1_2::vts::functional {
 
-class GeneratedTestBase
-    : public NeuralnetworksHidlTest,
-      public testing::WithParamInterface<test_helper::TestModelManager::TestParam> {
+using NamedModel = Named<const test_helper::TestModel*>;
+using GeneratedTestParam = std::tuple<NamedDevice, NamedModel>;
+
+class GeneratedTestBase : public testing::TestWithParam<GeneratedTestParam> {
   protected:
-    const test_helper::TestModel& kTestModel = *GetParam().second;
+    void SetUp() override;
+    const sp<IDevice> kDevice = getData(std::get<NamedDevice>(GetParam()));
+    const test_helper::TestModel& kTestModel = *getData(std::get<NamedModel>(GetParam()));
 };
 
-#define INSTANTIATE_GENERATED_TEST(TestSuite, filter)                                        \
-    INSTANTIATE_TEST_SUITE_P(                                                                \
-            TestGenerated, TestSuite,                                                        \
-            testing::ValuesIn(::test_helper::TestModelManager::get().getTestModels(filter)), \
-            [](const auto& info) { return info.param.first; })
+using FilterFn = std::function<bool(const test_helper::TestModel&)>;
+std::vector<NamedModel> getNamedModels(const FilterFn& filter);
+
+std::string printGeneratedTest(const testing::TestParamInfo<GeneratedTestParam>& info);
+
+#define INSTANTIATE_GENERATED_TEST(TestSuite, filter)                                     \
+    INSTANTIATE_TEST_SUITE_P(TestGenerated, TestSuite,                                    \
+                             testing::Combine(testing::ValuesIn(getNamedDevices()),       \
+                                              testing::ValuesIn(getNamedModels(filter))), \
+                             printGeneratedTest)
 
 // Tag for the validation tests, instantiated in VtsHalNeuralnetworks.cpp.
 // TODO: Clean up the hierarchy for ValidationTest.
 class ValidationTest : public GeneratedTestBase {};
 
-Model createModel(const ::test_helper::TestModel& testModel);
+Model createModel(const test_helper::TestModel& testModel);
 
 void PrepareModel(const sp<IDevice>& device, const Model& model, sp<IPreparedModel>* preparedModel);
 
 void EvaluatePreparedModel(const sp<IPreparedModel>& preparedModel,
-                           const ::test_helper::TestModel& testModel, bool testDynamicOutputShape);
+                           const test_helper::TestModel& testModel, bool testDynamicOutputShape);
 
 }  // namespace android::hardware::neuralnetworks::V1_2::vts::functional
 

neuralnetworks/1.2/vts/functional/ValidateBurst.cpp

@@ -262,7 +262,7 @@ static void validateBurstSerialization(const sp<IPreparedModel>& preparedModel,
     }));
 
     // serialize the request
-    const auto serialized = ::android::nn::serialize(request, MeasureTiming::YES, slots);
+    const auto serialized = android::nn::serialize(request, MeasureTiming::YES, slots);
 
     // validations
     removeDatumTest(sender.get(), receiver.get(), serialized);
@@ -299,7 +299,7 @@ static void validateBurstFmqLength(const sp<IPreparedModel>& preparedModel,
     // skip test if regular burst output isn't useful for testing a failure
     // caused by having too small of a length for the result FMQ
     const std::vector<FmqResultDatum> serialized =
-            ::android::nn::serialize(statusRegular, outputShapesRegular, timingRegular);
+            android::nn::serialize(statusRegular, outputShapesRegular, timingRegular);
     if (statusRegular != ErrorStatus::NONE ||
         serialized.size() <= kExecutionBurstChannelSmallLength) {
         return;

neuralnetworks/1.2/vts/functional/ValidateRequest.cpp

@@ -94,7 +94,7 @@ static void validate(const sp<IPreparedModel>& preparedModel, const std::string&
 
         // create burst
         std::shared_ptr<::android::nn::ExecutionBurstController> burst =
-                ::android::nn::ExecutionBurstController::create(preparedModel, /*blocking=*/true);
+                android::nn::ExecutionBurstController::create(preparedModel, /*blocking=*/true);
         ASSERT_NE(nullptr, burst.get());
 
         // create memory keys

neuralnetworks/1.2/vts/functional/VtsHalNeuralnetworks.cpp

@@ -17,13 +17,15 @@
 #define LOG_TAG "neuralnetworks_hidl_hal_test"
 
 #include "VtsHalNeuralnetworks.h"
+#include <android-base/logging.h>
+#include <hidl/ServiceManagement.h>
+#include <string>
+#include <utility>
 #include "1.0/Callbacks.h"
 #include "1.0/Utils.h"
 #include "GeneratedTestHarness.h"
 #include "TestHarness.h"
 
-#include <android-base/logging.h>
-
 namespace android::hardware::neuralnetworks::V1_2::vts::functional {
 
 using implementation::PreparedModelCallback;
@@ -82,34 +84,39 @@ void createPreparedModel(const sp<IDevice>& device, const Model& model,
     ASSERT_NE(nullptr, preparedModel->get());
 }
 
-// A class for test environment setup
-NeuralnetworksHidlEnvironment* NeuralnetworksHidlEnvironment::getInstance() {
-    // This has to return a "new" object because it is freed inside
-    // testing::AddGlobalTestEnvironment when the gtest is being torn down
-    static NeuralnetworksHidlEnvironment* instance = new NeuralnetworksHidlEnvironment();
-    return instance;
-}
-
-void NeuralnetworksHidlEnvironment::registerTestServices() {
-    registerTestService<IDevice>();
-}
-
-// The main test class for NEURALNETWORK HIDL HAL.
 void NeuralnetworksHidlTest::SetUp() {
-    testing::VtsHalHidlTargetTestBase::SetUp();
-
-#ifdef PRESUBMIT_NOT_VTS
-    const std::string name =
-            NeuralnetworksHidlEnvironment::getInstance()->getServiceName<IDevice>();
-    const std::string sampleDriver = "sample-";
-    if (kDevice == nullptr && name.substr(0, sampleDriver.size()) == sampleDriver) {
-        GTEST_SKIP();
-    }
-#endif  // PRESUBMIT_NOT_VTS
-
-    ASSERT_NE(nullptr, kDevice.get());
+    testing::TestWithParam<NeuralnetworksHidlTestParam>::SetUp();
+    ASSERT_NE(kDevice, nullptr);
 }
 
+static NamedDevice makeNamedDevice(const std::string& name) {
+    return {name, IDevice::getService(name)};
+}
+
+static std::vector<NamedDevice> getNamedDevicesImpl() {
+    // Retrieves the name of all service instances that implement IDevice,
+    // including any Lazy HAL instances.
+    const std::vector<std::string> names = hardware::getAllHalInstanceNames(IDevice::descriptor);
+
+    // Get a handle to each device and pair it with its name.
+    std::vector<NamedDevice> namedDevices;
+    namedDevices.reserve(names.size());
+    std::transform(names.begin(), names.end(), std::back_inserter(namedDevices), makeNamedDevice);
+    return namedDevices;
+}
+
+const std::vector<NamedDevice>& getNamedDevices() {
+    const static std::vector<NamedDevice> devices = getNamedDevicesImpl();
+    return devices;
+}
+
+std::string printNeuralnetworksHidlTest(
+        const testing::TestParamInfo<NeuralnetworksHidlTestParam>& info) {
+    return gtestCompliantName(getName(info.param));
+}
+
+INSTANTIATE_DEVICE_TEST(NeuralnetworksHidlTest);
+
 // Forward declaration from ValidateModel.cpp
 void validateModel(const sp<IDevice>& device, const Model& model);
 // Forward declaration from ValidateRequest.cpp
@@ -162,14 +169,3 @@ sp<IPreparedModel> getPreparedModel_1_2(const sp<implementation::PreparedModelCa
 }
 
 }  // namespace android::hardware::neuralnetworks::V1_2::vts::functional
-
-using android::hardware::neuralnetworks::V1_2::vts::functional::NeuralnetworksHidlEnvironment;
-
-int main(int argc, char** argv) {
-    testing::AddGlobalTestEnvironment(NeuralnetworksHidlEnvironment::getInstance());
-    testing::InitGoogleTest(&argc, argv);
-    NeuralnetworksHidlEnvironment::getInstance()->init(&argc, argv);
-
-    int status = RUN_ALL_TESTS();
-    return status;
-}

neuralnetworks/1.2/vts/functional/VtsHalNeuralnetworks.h

@@ -17,42 +17,33 @@
 #ifndef ANDROID_HARDWARE_NEURALNETWORKS_V1_2_VTS_HAL_NEURALNETWORKS_H
 #define ANDROID_HARDWARE_NEURALNETWORKS_V1_2_VTS_HAL_NEURALNETWORKS_H
 
-#include <VtsHalHidlTargetTestBase.h>
-#include <VtsHalHidlTargetTestEnvBase.h>
-#include <android-base/macros.h>
-#include <android/hardware/neuralnetworks/1.0/types.h>
-#include <android/hardware/neuralnetworks/1.1/types.h>
 #include <android/hardware/neuralnetworks/1.2/IDevice.h>
+#include <android/hardware/neuralnetworks/1.2/IPreparedModel.h>
 #include <android/hardware/neuralnetworks/1.2/types.h>
 #include <gtest/gtest.h>
-
+#include "1.0/Utils.h"
 #include "1.2/Callbacks.h"
 
 namespace android::hardware::neuralnetworks::V1_2::vts::functional {
 
-// A class for test environment setup
-class NeuralnetworksHidlEnvironment : public testing::VtsHalHidlTargetTestEnvBase {
-    DISALLOW_COPY_AND_ASSIGN(NeuralnetworksHidlEnvironment);
-    NeuralnetworksHidlEnvironment() = default;
-
-  public:
-    static NeuralnetworksHidlEnvironment* getInstance();
-    void registerTestServices() override;
-};
-
-// The main test class for NEURALNETWORKS HIDL HAL.
-class NeuralnetworksHidlTest : public testing::VtsHalHidlTargetTestBase {
-    DISALLOW_COPY_AND_ASSIGN(NeuralnetworksHidlTest);
-
-  public:
-    NeuralnetworksHidlTest() = default;
-    void SetUp() override;
+using NamedDevice = Named<sp<IDevice>>;
+using NeuralnetworksHidlTestParam = NamedDevice;
 
+class NeuralnetworksHidlTest : public testing::TestWithParam<NeuralnetworksHidlTestParam> {
   protected:
-    const sp<IDevice> kDevice = testing::VtsHalHidlTargetTestBase::getService<IDevice>(
-            NeuralnetworksHidlEnvironment::getInstance());
+    void SetUp() override;
+    const sp<IDevice> kDevice = getData(GetParam());
 };
 
+const std::vector<NamedDevice>& getNamedDevices();
+
+std::string printNeuralnetworksHidlTest(
+        const testing::TestParamInfo<NeuralnetworksHidlTestParam>& info);
+
+#define INSTANTIATE_DEVICE_TEST(TestSuite)                                                 \
+    INSTANTIATE_TEST_SUITE_P(PerInstance, TestSuite, testing::ValuesIn(getNamedDevices()), \
+                             printNeuralnetworksHidlTest)
+
 // Create an IPreparedModel object. If the model cannot be prepared,
 // "preparedModel" will be nullptr instead.
 void createPreparedModel(const sp<IDevice>& device, const Model& model,

neuralnetworks/TEST_MAPPING

@@ -1,26 +1,35 @@
 {
   "presubmit": [
     {
-      "name": "PresubmitHalNeuralnetworksV1_0TargetTest",
+      "name": "VtsHalNeuralnetworksV1_0TargetTest",
       "options": [
         {
-          "native-test-flag": "--hal_service_instance=android.hardware.neuralnetworks@1.0::IDevice/sample-all"
+          // Just use sample-all driver for presubmit tests for faster results.
+          // The other sample drivers (fast-float, quant, etc.) are subsets of
+          // sample-all.
+          "native-test-flag": "--gtest_filter=*sample_all*"
         }
       ]
     },
     {
-      "name": "PresubmitHalNeuralnetworksV1_1TargetTest",
+      "name": "VtsHalNeuralnetworksV1_1TargetTest",
       "options": [
         {
-          "native-test-flag": "--hal_service_instance=android.hardware.neuralnetworks@1.1::IDevice/sample-all"
+          // Just use sample-all driver for presubmit tests for faster results.
+          // The other sample drivers (fast-float, quant, etc.) are subsets of
+          // sample-all.
+          "native-test-flag": "--gtest_filter=*sample_all*"
         }
       ]
     },
     {
-      "name": "PresubmitHalNeuralnetworksV1_2TargetTest",
+      "name": "VtsHalNeuralnetworksV1_2TargetTest",
       "options": [
         {
-          "native-test-flag": "--hal_service_instance=android.hardware.neuralnetworks@1.2::IDevice/sample-all"
+          // Just use sample-all driver for presubmit tests for faster results.
+          // The other sample drivers (fast-float, quant, etc.) are subsets of
+          // sample-all.
+          "native-test-flag": "--gtest_filter=*sample_all*"
         }
       ]
     }