Add additional parameters for NN Burst -- HAL
Adds deadline and loopTimeoutDuration to nn::IBurst::execute.
This CL additionally adds a test case for
IPreparedModel::configureExecutionBurst and adds the suffix "_H" to
the header guards that were missing "_H".
Bug: 180492058
Bug: 177267324
Test: mma
Test: NeuralNetworksTest_static
Change-Id: Ic9ba2fb9b4dee4e40d99ae91bb9555a58d0508d2
Merged-In: Ic9ba2fb9b4dee4e40d99ae91bb9555a58d0508d2
(cherry picked from commit bbbdb0d5f1
)
This commit is contained in:
parent
388bcebc8f
commit
8414a6ebf9
34 changed files with 357 additions and 76 deletions
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@ -44,7 +44,9 @@ class Burst final : public nn::IBurst {
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OptionalCacheHold cacheMemory(const nn::SharedMemory& memory) const override;
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nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> execute(
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const nn::Request& request, nn::MeasureTiming measure) const override;
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const nn::Request& request, nn::MeasureTiming measure,
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const nn::OptionalTimePoint& deadline,
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const nn::OptionalDuration& loopTimeoutDuration) const override;
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private:
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const nn::SharedPreparedModel kPreparedModel;
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@ -20,6 +20,7 @@
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#include <nnapi/IBurst.h>
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#include <nnapi/IPreparedModel.h>
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#include <nnapi/Result.h>
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#include <nnapi/TypeUtils.h>
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#include <nnapi/Types.h>
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#include <memory>
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@ -48,8 +49,10 @@ Burst::OptionalCacheHold Burst::cacheMemory(const nn::SharedMemory& /*memory*/)
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}
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nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> Burst::execute(
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const nn::Request& request, nn::MeasureTiming measure) const {
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return kPreparedModel->execute(request, measure, {}, {});
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const nn::Request& request, nn::MeasureTiming measure,
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const nn::OptionalTimePoint& deadline,
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const nn::OptionalDuration& loopTimeoutDuration) const {
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return kPreparedModel->execute(request, measure, deadline, loopTimeoutDuration);
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}
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} // namespace android::hardware::neuralnetworks::V1_0::utils
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@ -14,8 +14,8 @@
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* limitations under the License.
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*/
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE_H
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE_H
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#include <android/hardware/neuralnetworks/1.0/IDevice.h>
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#include <gmock/gmock.h>
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@ -83,4 +83,4 @@ inline void MockDevice::simulateCrash() {
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} // namespace android::hardware::neuralnetworks::V1_0::utils
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_DEVICE_H
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@ -14,8 +14,8 @@
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* limitations under the License.
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*/
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL_H
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL_H
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#include <android/hardware/neuralnetworks/1.0/IPreparedModel.h>
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#include <gmock/gmock.h>
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@ -82,4 +82,4 @@ inline void MockPreparedModel::simulateCrash() {
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} // namespace android::hardware::neuralnetworks::V1_0::utils
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_0_UTILS_TEST_MOCK_PREPARED_MODEL_H
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@ -224,7 +224,19 @@ TEST(PreparedModelTest, executeFencedNotSupported) {
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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// TODO: test burst execution if/when it is added to nn::IPreparedModel.
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TEST(PreparedModelTest, configureExecutionBurst) {
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// setup test
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const auto mockPreparedModel = MockPreparedModel::create();
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const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
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// run test
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const auto result = preparedModel->configureExecutionBurst();
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// verify result
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ASSERT_TRUE(result.has_value())
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<< "Failed with " << result.error().code << ": " << result.error().message;
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EXPECT_NE(result.value(), nullptr);
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}
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TEST(PreparedModelTest, getUnderlyingResource) {
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// setup test
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@ -14,8 +14,8 @@
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* limitations under the License.
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*/
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE_H
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE_H
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#include <android/hardware/neuralnetworks/1.1/IDevice.h>
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#include <gmock/gmock.h>
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@ -92,4 +92,4 @@ inline void MockDevice::simulateCrash() {
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} // namespace android::hardware::neuralnetworks::V1_1::utils
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_DEVICE_H
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@ -14,8 +14,8 @@
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* limitations under the License.
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*/
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL_H
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL_H
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#include <android/hardware/neuralnetworks/1.0/IPreparedModel.h>
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#include <gmock/gmock.h>
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@ -41,4 +41,4 @@ inline sp<MockPreparedModel> MockPreparedModel::create() {
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} // namespace android::hardware::neuralnetworks::V1_0::utils
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_1_UTILS_TEST_MOCK_PREPARED_MODEL_H
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@ -57,7 +57,8 @@ class ExecutionBurstController final : public nn::IBurst {
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public:
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using FallbackFunction =
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std::function<nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>>(
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const nn::Request&, nn::MeasureTiming)>;
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const nn::Request&, nn::MeasureTiming, const nn::OptionalTimePoint&,
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const nn::OptionalDuration&)>;
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/**
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* NN runtime memory cache.
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@ -168,7 +169,9 @@ class ExecutionBurstController final : public nn::IBurst {
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// See IBurst::execute for information on this method.
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nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> execute(
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const nn::Request& request, nn::MeasureTiming measure) const override;
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const nn::Request& request, nn::MeasureTiming measure,
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const nn::OptionalTimePoint& deadline,
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const nn::OptionalDuration& loopTimeoutDuration) const override;
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private:
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mutable std::atomic_flag mExecutionInFlight = ATOMIC_FLAG_INIT;
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@ -276,7 +276,9 @@ ExecutionBurstController::OptionalCacheHold ExecutionBurstController::cacheMemor
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}
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nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>>
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ExecutionBurstController::execute(const nn::Request& request, nn::MeasureTiming measure) const {
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ExecutionBurstController::execute(const nn::Request& request, nn::MeasureTiming measure,
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const nn::OptionalTimePoint& deadline,
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const nn::OptionalDuration& loopTimeoutDuration) const {
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// This is the first point when we know an execution is occurring, so begin to collect
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// systraces. Note that the first point we can begin collecting systraces in
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// ExecutionBurstServer is when the RequestChannelReceiver realizes there is data in the FMQ, so
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@ -289,7 +291,7 @@ ExecutionBurstController::execute(const nn::Request& request, nn::MeasureTiming
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version > nn::Version::ANDROID_Q) {
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// fallback to another execution path if the packet could not be sent
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if (kFallback) {
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return kFallback(request, measure);
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return kFallback(request, measure, deadline, loopTimeoutDuration);
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}
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return NN_ERROR() << "Request object has features not supported by IBurst::execute";
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}
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@ -323,7 +325,7 @@ ExecutionBurstController::execute(const nn::Request& request, nn::MeasureTiming
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if (!sendStatus.ok()) {
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// fallback to another execution path if the packet could not be sent
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if (kFallback) {
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return kFallback(request, measure);
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return kFallback(request, measure, deadline, loopTimeoutDuration);
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}
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return NN_ERROR() << "Error sending FMQ packet: " << sendStatus.error();
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}
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@ -259,7 +259,7 @@ nn::ExecutionResult<std::pair<hidl_vec<OutputShape>, Timing>> ExecutionBurstServ
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nn::MeasureTiming canonicalMeasure = NN_TRY(makeExecutionFailure(nn::convert(measure)));
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const auto [outputShapes, timing] =
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NN_TRY(mBurstExecutor->execute(canonicalRequest, canonicalMeasure));
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NN_TRY(mBurstExecutor->execute(canonicalRequest, canonicalMeasure, {}, {}));
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return std::make_pair(NN_TRY(makeExecutionFailure(convert(outputShapes))),
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NN_TRY(makeExecutionFailure(convert(timing))));
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@ -122,10 +122,12 @@ PreparedModel::executeFenced(const nn::Request& /*request*/,
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nn::GeneralResult<nn::SharedBurst> PreparedModel::configureExecutionBurst() const {
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auto self = shared_from_this();
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auto fallback = [preparedModel = std::move(self)](const nn::Request& request,
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nn::MeasureTiming measure)
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auto fallback = [preparedModel = std::move(self)](
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const nn::Request& request, nn::MeasureTiming measure,
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const nn::OptionalTimePoint& deadline,
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const nn::OptionalDuration& loopTimeoutDuration)
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-> nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> {
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return preparedModel->execute(request, measure, {}, {});
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return preparedModel->execute(request, measure, deadline, loopTimeoutDuration);
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};
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const auto pollingTimeWindow = getBurstControllerPollingTimeWindow();
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return ExecutionBurstController::create(kPreparedModel, std::move(fallback), pollingTimeWindow);
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36
neuralnetworks/1.2/utils/test/MockBurstContext.h
Normal file
36
neuralnetworks/1.2/utils/test/MockBurstContext.h
Normal file
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@ -0,0 +1,36 @@
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/*
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* Copyright (C) 2021 The Android Open Source Project
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_BURST_CONTEXT_H
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_BURST_CONTEXT_H
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#include <android/hardware/neuralnetworks/1.2/IBurstContext.h>
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#include <gmock/gmock.h>
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#include <gtest/gtest.h>
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#include <hidl/HidlSupport.h>
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#include <hidl/Status.h>
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namespace android::hardware::neuralnetworks::V1_2::utils {
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class MockBurstContext final : public IBurstContext {
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public:
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// V1_2 methods below.
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MOCK_METHOD(Return<void>, freeMemory, (int32_t slot), (override));
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};
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} // namespace android::hardware::neuralnetworks::V1_2::utils
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_BURST_CONTEXT_H
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@ -14,8 +14,8 @@
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* limitations under the License.
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*/
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE_H
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE_H
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#include <android/hardware/neuralnetworks/1.2/IDevice.h>
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#include <gmock/gmock.h>
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@ -114,4 +114,4 @@ inline void MockDevice::simulateCrash() {
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} // namespace android::hardware::neuralnetworks::V1_2::utils
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_DEVICE_H
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@ -14,8 +14,8 @@
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* limitations under the License.
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*/
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL
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#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL_H
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#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL_H
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#include <android/hardware/neuralnetworks/1.2/IPreparedModel.h>
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#include <gmock/gmock.h>
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} // namespace android::hardware::neuralnetworks::V1_2::utils
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL
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#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_2_UTILS_TEST_MOCK_PREPARED_MODEL_H
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@ -16,6 +16,8 @@
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#include "MockPreparedModel.h"
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#include "MockBurstContext.h"
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#include <android/hardware/neuralnetworks/1.2/IExecutionCallback.h>
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#include <gmock/gmock.h>
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#include <gtest/gtest.h>
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@ -67,6 +69,17 @@ auto makeExecuteAsynchronously(V1_0::ErrorStatus launchStatus, V1_0::ErrorStatus
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return launchStatus;
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};
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}
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auto makeConfigureExecutionBurstReturn(V1_0::ErrorStatus status,
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const sp<MockBurstContext>& burstContext) {
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return [status, burstContext](
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const sp<V1_2::IBurstCallback>& /*callback*/,
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const MQDescriptorSync<V1_2::FmqRequestDatum>& /*requestChannel*/,
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const MQDescriptorSync<V1_2::FmqResultDatum>& /*resultChannel*/,
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V1_2::IPreparedModel::configureExecutionBurst_cb cb) -> hardware::Return<void> {
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cb(status, burstContext);
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return hardware::Void();
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};
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}
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std::function<hardware::Status()> makeTransportFailure(status_t status) {
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return [status] { return hardware::Status::fromStatusT(status); };
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@ -321,7 +334,76 @@ TEST(PreparedModelTest, executeFencedNotSupported) {
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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// TODO: test burst execution if/when it is added to nn::IPreparedModel.
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TEST(PreparedModelTest, configureExecutionBurst) {
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// setup test
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const auto mockPreparedModel = MockPreparedModel::create();
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const auto mockBurstContext = sp<MockBurstContext>::make();
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EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
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.Times(1)
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.WillOnce(makeConfigureExecutionBurstReturn(V1_0::ErrorStatus::NONE, mockBurstContext));
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const auto preparedModel =
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PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
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// run test
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const auto result = preparedModel->configureExecutionBurst();
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// verify result
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ASSERT_TRUE(result.has_value())
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<< "Failed with " << result.error().code << ": " << result.error().message;
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EXPECT_NE(result.value(), nullptr);
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}
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TEST(PreparedModelTest, configureExecutionBurstError) {
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// setup test
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const auto mockPreparedModel = MockPreparedModel::create();
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const auto preparedModel =
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PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
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EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
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.Times(1)
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.WillOnce(
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makeConfigureExecutionBurstReturn(V1_0::ErrorStatus::GENERAL_FAILURE, nullptr));
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// run test
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const auto result = preparedModel->configureExecutionBurst();
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// verify result
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ASSERT_FALSE(result.has_value());
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EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
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}
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TEST(PreparedModelTest, configureExecutionBurstTransportFailure) {
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// setup test
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const auto mockPreparedModel = MockPreparedModel::create();
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const auto preparedModel =
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PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
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EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
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.Times(1)
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.WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
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// run test
|
||||
const auto result = preparedModel->configureExecutionBurst();
|
||||
|
||||
// verify result
|
||||
ASSERT_FALSE(result.has_value());
|
||||
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
|
||||
}
|
||||
|
||||
TEST(PreparedModelTest, configureExecutionBurstDeadObject) {
|
||||
// setup test
|
||||
const auto mockPreparedModel = MockPreparedModel::create();
|
||||
const auto preparedModel =
|
||||
PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
|
||||
EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
|
||||
.Times(1)
|
||||
.WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
|
||||
|
||||
// run test
|
||||
const auto result = preparedModel->configureExecutionBurst();
|
||||
|
||||
// verify result
|
||||
ASSERT_FALSE(result.has_value());
|
||||
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
|
||||
}
|
||||
|
||||
TEST(PreparedModelTest, getUnderlyingResource) {
|
||||
// setup test
|
||||
|
|
|
@ -201,10 +201,12 @@ PreparedModel::executeFenced(const nn::Request& request, const std::vector<nn::S
|
|||
|
||||
nn::GeneralResult<nn::SharedBurst> PreparedModel::configureExecutionBurst() const {
|
||||
auto self = shared_from_this();
|
||||
auto fallback = [preparedModel = std::move(self)](const nn::Request& request,
|
||||
nn::MeasureTiming measure)
|
||||
auto fallback = [preparedModel = std::move(self)](
|
||||
const nn::Request& request, nn::MeasureTiming measure,
|
||||
const nn::OptionalTimePoint& deadline,
|
||||
const nn::OptionalDuration& loopTimeoutDuration)
|
||||
-> nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> {
|
||||
return preparedModel->execute(request, measure, {}, {});
|
||||
return preparedModel->execute(request, measure, deadline, loopTimeoutDuration);
|
||||
};
|
||||
const auto pollingTimeWindow = V1_2::utils::getBurstControllerPollingTimeWindow();
|
||||
return V1_2::utils::ExecutionBurstController::create(kPreparedModel, std::move(fallback),
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER_H
|
||||
|
||||
#include <android/hardware/neuralnetworks/1.3/IBuffer.h>
|
||||
#include <gmock/gmock.h>
|
||||
|
@ -40,4 +40,4 @@ inline sp<MockBuffer> MockBuffer::create() {
|
|||
|
||||
} // namespace android::hardware::neuralnetworks::V1_3::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BUFFER_H
|
||||
|
|
36
neuralnetworks/1.3/utils/test/MockBurstContext.h
Normal file
36
neuralnetworks/1.3/utils/test/MockBurstContext.h
Normal file
|
@ -0,0 +1,36 @@
|
|||
/*
|
||||
* Copyright (C) 2021 The Android Open Source Project
|
||||
*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BURST_CONTEXT_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BURST_CONTEXT_H
|
||||
|
||||
#include <android/hardware/neuralnetworks/1.2/IBurstContext.h>
|
||||
#include <gmock/gmock.h>
|
||||
#include <gtest/gtest.h>
|
||||
#include <hidl/HidlSupport.h>
|
||||
#include <hidl/Status.h>
|
||||
|
||||
namespace android::hardware::neuralnetworks::V1_3::utils {
|
||||
|
||||
class MockBurstContext final : public V1_2::IBurstContext {
|
||||
public:
|
||||
// V1_2 methods below.
|
||||
MOCK_METHOD(Return<void>, freeMemory, (int32_t slot), (override));
|
||||
};
|
||||
|
||||
} // namespace android::hardware::neuralnetworks::V1_3::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_BURST_CONTEXT_H
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE_H
|
||||
|
||||
#include <android/hardware/neuralnetworks/1.3/IDevice.h>
|
||||
#include <gmock/gmock.h>
|
||||
|
@ -136,4 +136,4 @@ inline void MockDevice::simulateCrash() {
|
|||
|
||||
} // namespace android::hardware::neuralnetworks::V1_3::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_DEVICE_H
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK_H
|
||||
|
||||
#include <android/hardware/neuralnetworks/1.3/IFencedExecutionCallback.h>
|
||||
#include <gmock/gmock.h>
|
||||
|
@ -39,4 +39,4 @@ inline sp<MockFencedExecutionCallback> MockFencedExecutionCallback::create() {
|
|||
|
||||
} // namespace android::hardware::neuralnetworks::V1_3::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK_H
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL_H
|
||||
|
||||
#include <android/hardware/neuralnetworks/1.3/IPreparedModel.h>
|
||||
#include <gmock/gmock.h>
|
||||
|
@ -118,4 +118,4 @@ inline void MockPreparedModel::simulateCrash() {
|
|||
|
||||
} // namespace android::hardware::neuralnetworks::V1_3::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_1_3_UTILS_TEST_MOCK_PREPARED_MODEL_H
|
||||
|
|
|
@ -14,6 +14,7 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#include "MockBurstContext.h"
|
||||
#include "MockFencedExecutionCallback.h"
|
||||
#include "MockPreparedModel.h"
|
||||
|
||||
|
@ -96,6 +97,17 @@ auto makeExecuteFencedCallbackReturn(V1_3::ErrorStatus status, const V1_2::Timin
|
|||
return hardware::Void();
|
||||
};
|
||||
}
|
||||
auto makeConfigureExecutionBurstReturn(V1_0::ErrorStatus status,
|
||||
const sp<MockBurstContext>& burstContext) {
|
||||
return [status, burstContext](
|
||||
const sp<V1_2::IBurstCallback>& /*callback*/,
|
||||
const MQDescriptorSync<V1_2::FmqRequestDatum>& /*requestChannel*/,
|
||||
const MQDescriptorSync<V1_2::FmqResultDatum>& /*resultChannel*/,
|
||||
V1_2::IPreparedModel::configureExecutionBurst_cb cb) -> hardware::Return<void> {
|
||||
cb(status, burstContext);
|
||||
return hardware::Void();
|
||||
};
|
||||
}
|
||||
|
||||
std::function<hardware::Status()> makeTransportFailure(status_t status) {
|
||||
return [status] { return hardware::Status::fromStatusT(status); };
|
||||
|
@ -450,7 +462,76 @@ TEST(PreparedModelTest, executeFencedDeadObject) {
|
|||
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
|
||||
}
|
||||
|
||||
// TODO: test burst execution if/when it is added to nn::IPreparedModel.
|
||||
TEST(PreparedModelTest, configureExecutionBurst) {
|
||||
// setup test
|
||||
const auto mockPreparedModel = MockPreparedModel::create();
|
||||
const auto mockBurstContext = sp<MockBurstContext>::make();
|
||||
EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
|
||||
.Times(1)
|
||||
.WillOnce(makeConfigureExecutionBurstReturn(V1_0::ErrorStatus::NONE, mockBurstContext));
|
||||
const auto preparedModel =
|
||||
PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
|
||||
|
||||
// run test
|
||||
const auto result = preparedModel->configureExecutionBurst();
|
||||
|
||||
// verify result
|
||||
ASSERT_TRUE(result.has_value())
|
||||
<< "Failed with " << result.error().code << ": " << result.error().message;
|
||||
EXPECT_NE(result.value(), nullptr);
|
||||
}
|
||||
|
||||
TEST(PreparedModelTest, configureExecutionBurstError) {
|
||||
// setup test
|
||||
const auto mockPreparedModel = MockPreparedModel::create();
|
||||
const auto preparedModel =
|
||||
PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
|
||||
EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
|
||||
.Times(1)
|
||||
.WillOnce(
|
||||
makeConfigureExecutionBurstReturn(V1_0::ErrorStatus::GENERAL_FAILURE, nullptr));
|
||||
|
||||
// run test
|
||||
const auto result = preparedModel->configureExecutionBurst();
|
||||
|
||||
// verify result
|
||||
ASSERT_FALSE(result.has_value());
|
||||
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
|
||||
}
|
||||
|
||||
TEST(PreparedModelTest, configureExecutionBurstTransportFailure) {
|
||||
// setup test
|
||||
const auto mockPreparedModel = MockPreparedModel::create();
|
||||
const auto preparedModel =
|
||||
PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
|
||||
EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
|
||||
.Times(1)
|
||||
.WillOnce(InvokeWithoutArgs(makeGeneralTransportFailure));
|
||||
|
||||
// run test
|
||||
const auto result = preparedModel->configureExecutionBurst();
|
||||
|
||||
// verify result
|
||||
ASSERT_FALSE(result.has_value());
|
||||
EXPECT_EQ(result.error().code, nn::ErrorStatus::GENERAL_FAILURE);
|
||||
}
|
||||
|
||||
TEST(PreparedModelTest, configureExecutionBurstDeadObject) {
|
||||
// setup test
|
||||
const auto mockPreparedModel = MockPreparedModel::create();
|
||||
const auto preparedModel =
|
||||
PreparedModel::create(mockPreparedModel, /*executeSynchronously=*/true).value();
|
||||
EXPECT_CALL(*mockPreparedModel, configureExecutionBurst(_, _, _, _))
|
||||
.Times(1)
|
||||
.WillOnce(InvokeWithoutArgs(makeDeadObjectFailure));
|
||||
|
||||
// run test
|
||||
const auto result = preparedModel->configureExecutionBurst();
|
||||
|
||||
// verify result
|
||||
ASSERT_FALSE(result.has_value());
|
||||
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
|
||||
}
|
||||
|
||||
TEST(PreparedModelTest, getUnderlyingResource) {
|
||||
// setup test
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_BUFFER
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_BUFFER
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_BUFFER_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_BUFFER_H
|
||||
|
||||
#include <aidl/android/hardware/neuralnetworks/BnBuffer.h>
|
||||
#include <android/binder_interface_utils.h>
|
||||
|
@ -40,4 +40,4 @@ inline std::shared_ptr<MockBuffer> MockBuffer::create() {
|
|||
|
||||
} // namespace aidl::android::hardware::neuralnetworks::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_BUFFER
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_BUFFER_H
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_DEVICE
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_DEVICE
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_DEVICE_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_DEVICE_H
|
||||
|
||||
#include <aidl/android/hardware/neuralnetworks/BnDevice.h>
|
||||
#include <android/binder_auto_utils.h>
|
||||
|
@ -64,4 +64,4 @@ inline std::shared_ptr<MockDevice> MockDevice::create() {
|
|||
|
||||
} // namespace aidl::android::hardware::neuralnetworks::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_DEVICE
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_DEVICE_H
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK_H
|
||||
|
||||
#include <aidl/android/hardware/neuralnetworks/BnFencedExecutionCallback.h>
|
||||
#include <android/binder_auto_utils.h>
|
||||
|
@ -42,4 +42,4 @@ inline std::shared_ptr<MockFencedExecutionCallback> MockFencedExecutionCallback:
|
|||
|
||||
} // namespace aidl::android::hardware::neuralnetworks::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_FENCED_EXECUTION_CALLBACK_H
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_PREPARED_MODEL
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_PREPARED_MODEL
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_PREPARED_MODEL_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_PREPARED_MODEL_H
|
||||
|
||||
#include <aidl/android/hardware/neuralnetworks/BnPreparedModel.h>
|
||||
#include <android/binder_interface_utils.h>
|
||||
|
@ -49,4 +49,4 @@ inline std::shared_ptr<MockPreparedModel> MockPreparedModel::create() {
|
|||
|
||||
} // namespace aidl::android::hardware::neuralnetworks::utils
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_PREPARED_MODEL
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_AIDL_UTILS_TEST_MOCK_PREPARED_MODEL_H
|
||||
|
|
|
@ -252,7 +252,19 @@ TEST(PreparedModelTest, executeFencedDeadObject) {
|
|||
EXPECT_EQ(result.error().code, nn::ErrorStatus::DEAD_OBJECT);
|
||||
}
|
||||
|
||||
// TODO: test burst execution if/when it is added to nn::IPreparedModel.
|
||||
TEST(PreparedModelTest, configureExecutionBurst) {
|
||||
// setup test
|
||||
const auto mockPreparedModel = MockPreparedModel::create();
|
||||
const auto preparedModel = PreparedModel::create(mockPreparedModel).value();
|
||||
|
||||
// run test
|
||||
const auto result = preparedModel->configureExecutionBurst();
|
||||
|
||||
// verify result
|
||||
ASSERT_TRUE(result.has_value())
|
||||
<< "Failed with " << result.error().code << ": " << result.error().message;
|
||||
EXPECT_NE(result.value(), nullptr);
|
||||
}
|
||||
|
||||
TEST(PreparedModelTest, getUnderlyingResource) {
|
||||
// setup test
|
||||
|
|
|
@ -32,7 +32,9 @@ class InvalidBurst final : public nn::IBurst {
|
|||
OptionalCacheHold cacheMemory(const nn::SharedMemory& memory) const override;
|
||||
|
||||
nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> execute(
|
||||
const nn::Request& request, nn::MeasureTiming measure) const override;
|
||||
const nn::Request& request, nn::MeasureTiming measure,
|
||||
const nn::OptionalTimePoint& deadline,
|
||||
const nn::OptionalDuration& loopTimeoutDuration) const override;
|
||||
};
|
||||
|
||||
} // namespace android::hardware::neuralnetworks::utils
|
||||
|
|
|
@ -47,7 +47,9 @@ class ResilientBurst final : public nn::IBurst,
|
|||
OptionalCacheHold cacheMemory(const nn::SharedMemory& memory) const override;
|
||||
|
||||
nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> execute(
|
||||
const nn::Request& request, nn::MeasureTiming measure) const override;
|
||||
const nn::Request& request, nn::MeasureTiming measure,
|
||||
const nn::OptionalTimePoint& deadline,
|
||||
const nn::OptionalDuration& loopTimeoutDuration) const override;
|
||||
|
||||
private:
|
||||
const Factory kMakeBurst;
|
||||
|
|
|
@ -32,7 +32,9 @@ InvalidBurst::OptionalCacheHold InvalidBurst::cacheMemory(
|
|||
}
|
||||
|
||||
nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> InvalidBurst::execute(
|
||||
const nn::Request& /*request*/, nn::MeasureTiming /*measure*/) const {
|
||||
const nn::Request& /*request*/, nn::MeasureTiming /*measure*/,
|
||||
const nn::OptionalTimePoint& /*deadline*/,
|
||||
const nn::OptionalDuration& /*loopTimeoutDuration*/) const {
|
||||
return NN_ERROR() << "InvalidBurst";
|
||||
}
|
||||
|
||||
|
|
|
@ -100,9 +100,11 @@ ResilientBurst::OptionalCacheHold ResilientBurst::cacheMemory(
|
|||
}
|
||||
|
||||
nn::ExecutionResult<std::pair<std::vector<nn::OutputShape>, nn::Timing>> ResilientBurst::execute(
|
||||
const nn::Request& request, nn::MeasureTiming measure) const {
|
||||
const auto fn = [&request, measure](const nn::IBurst& burst) {
|
||||
return burst.execute(request, measure);
|
||||
const nn::Request& request, nn::MeasureTiming measure,
|
||||
const nn::OptionalTimePoint& deadline,
|
||||
const nn::OptionalDuration& loopTimeoutDuration) const {
|
||||
const auto fn = [&request, measure, deadline, loopTimeoutDuration](const nn::IBurst& burst) {
|
||||
return burst.execute(request, measure, deadline, loopTimeoutDuration);
|
||||
};
|
||||
return protect(*this, fn);
|
||||
}
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER_H
|
||||
|
||||
#include <gmock/gmock.h>
|
||||
#include <gtest/gtest.h>
|
||||
|
@ -34,4 +34,4 @@ class MockBuffer final : public IBuffer {
|
|||
|
||||
} // namespace android::nn
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_BUFFER_H
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE_H
|
||||
|
||||
#include <gmock/gmock.h>
|
||||
#include <gtest/gtest.h>
|
||||
|
@ -55,4 +55,4 @@ class MockDevice final : public IDevice {
|
|||
|
||||
} // namespace android::nn
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_DEVICE_H
|
||||
|
|
|
@ -14,8 +14,8 @@
|
|||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL
|
||||
#ifndef ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL_H
|
||||
#define ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL_H
|
||||
|
||||
#include <gmock/gmock.h>
|
||||
#include <gtest/gtest.h>
|
||||
|
@ -41,4 +41,4 @@ class MockPreparedModel final : public IPreparedModel {
|
|||
|
||||
} // namespace android::nn
|
||||
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL
|
||||
#endif // ANDROID_HARDWARE_INTERFACES_NEURALNETWORKS_UTILS_COMMON_TEST_MOCK_PREPARED_MODEL_H
|
||||
|
|
Loading…
Reference in a new issue