Removed operationTuple from Model in the HAL, as the data type was
redundant information.
Removed supportedOperationTuples from Capabilities, as real drivers need
more complex restrictions than this provided. For the OC-MR1, we'll just
rely on getSupportedNodes.
Also removed the unused cachesCompilation.
Bug: 63905942
Test: Compiled and ran tests.
Change-Id: I15f33d14634f2e1c8d726b1bd01d5b9e123b47ea
NDK libc++ does not yet support full C++14. This CL replaced use of
std::get with type as well as auto lambda arguments with equivalent
C++11 constructs in the VTS test harness for NNAPI.
Test: VtsHalNeuralnetworksV1_0TargetTest
Bug: 63905942
Change-Id: If75e7c088e9221a70bcc47bc647e0dd7b045bfa1
This CL adds negative tests to:
* IDevice::getSupportedOperations
* IDevice::prepareModel
* IPreparedModel::execute
It does not make sense to have negative tests for the remaining HAL
entries:
* IDevice::getStatus (all returned values are valid)
* IDevice::getCapabilities (no input or state)
* IEvent::notify (synchronization callback primitive)
Bug: 63905942
Test: mm, running on sample driver has expected output
Change-Id: Ia3cf5ce05dd07ff3f688395b8d0e581851909028
Filtered out outputs that are not needed for correctness verification
during result validation.
Bug: 63905942
Test: VtsHalNeuralnetworksV1_0TargetTest on Angler
Change-Id: Ic967a821c2a60194c9d9f386601a865f5c409a4f
Tests like RNN needs slightly more relaxed tolerance than 4ULP.
Use 1e-5 from corresponding TFLite tests.
Bug: 63905942
Test: VtsHalNeuralnetworksV1_0TargetTest on Angler
Change-Id: I721711e13575f56e956d87e3ad537467f85e93f4
Created initial test harness for test models and examples from
NNAPI test generator in VtsHalNeuralnetworksV1_0TargetTest. As
an example, also added a test generated from test spec at
frameworks/ml/nn/tools/test_generator/tests/P_vts_full/.
Generated model setup code and examples are from:
frameworks/ml/nn/runtime/test/generated/examples and
frameworks/ml/nn/runtime/test/generated/vts_models respectively.
Bug: 63905942
Bug: 63525563
Test: VtsHalNeuralnetworksV1_0TargetTest with sample driver enabled
by cherry-pick
Change-Id: Ief029eed9718c8724ef0b64fc6a7f6b9a7bc7b7b
Use an explicit description of the lifetime of an operand
rather than relying on poolIndex to do the job.
Bug: 63905942
Test: Ran unit tests
Change-Id: I53c4c10b40fd3312232b0689b43d0f72a2818490
- Add "_2D" to CONV, DEPTHWISE_CONV, AVG_POOL, MAX_POOL, and L2_POOL,
since they are only supposed to do 2D computation.
- Remove CAST, GATHER, SPLIT.
- Also update the tests to reflect the changes.
Bug: 63905942
Test: mm
Test: NeuralNetworksTests pass for both CPU path and sample hidl driver.
Change-Id: I5bcf219c4c6cd4f866c1023d1f35cdc83ca69a85
The NNAPI requires requests on a model to be asynchronously
processed. This CL implements a basic Event that can later
be used to block the runtime thread until the asynchronous
request has completed.
Bug: 63905942
Test: VtsHalNeuralnetworksV1_0TargetTest (32-bit, 64-bit) with sample driver enabled by cherry-pick
frameworks/ml/nn/runtime/test with and without sample driver enabled
Change-Id: Ie27a574aaaac312e7cbb731750f9c06278357a1c
* For registerTestService/getServiceName, no need to pass
any hard coded string of HAL service FQName.
* Affect test: VtsHalCameraProviderV2_4TargetTest,
VtsHalGraphicsComposerV2_1TargetTest,
VtsHalNeuralnetworksV1_0TargetTest
Bug: 62946472
Bug: 64203181
Test: make vts
vts-tradefed run vts -m VtsHalCameraProviderV2_4Target
Merged-In: If365ab2ed9a91eb4013d71769804b9d4bf089d66
Change-Id: Id0bddbc2949337147557f45cc60dbfaa114ce25e
(cherry picked from commit d71b654d6d)
- Now the driver needs to report a list of tuple
{OperationType, OperandType} for capabilities.
- Any time Operation information is passed across HIDL,
it should be passed as the tuple {OperationType, OperandType}
Bug: 63905942
Test: mm
Change-Id: I909b5acf4936f65c242ee0925d3a1ac665f46131
Update the Android.bp generated with hidl-gen.
Test: build with and without BOARD_VNDK_VERSION=current
Bug: 63866913
Change-Id: I1a9db1df49e0f13c5790da2b118ae9ec63ba34a7
Allow HAL definition libs to be static.
Bug: 32920003
Bug: 64040096
Test: update-all-google-makefiles.sh
Change-Id: I1483d572bea6799717d1614fb7d52fe225e31104
Added all six Neuralnetworks team members and two VTS team members
Bug: 63905942
Bug: 63525563
Test: Not needed
Change-Id: I87a2968af5ceec656e8f392cc0291689e66fef5d
This CL has the basic framework for the NNAPI VTS tests with one
positive function test for each HAL function. This CL is being uploaded
now because the NN API HAL files are being moved to hardware/interfaces.
Bug: 63905942
Bug: 63525563
Test: mm -j40
Test: vts-tradefed runs and passes
Change-Id: I8f3d606ec50a6a6d110c89132e6fb89f53f3bf48
The neuralnetworks hal was placed in
frameworks/ml/nn/hardware/interfaces while VTS tests were being
developed.
This CL moves it to hardware/interfaces and another CL removes
it from frameworks/ml/nn/hardware/interfaces.
VTS tests included in a sibling CL in this topic.
Bug: 63905942
Test: mm -j40
Change-Id: I0e6c84de72a763edbaef3e9b3063c3ecca216337
