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review.mlplatform.org / ml / android-nn-driver / 7666005c72227a3ea5c410ca2861c9b6620887d8
commit7666005c72227a3ea5c410ca2861c9b6620887d8[log] [tgz]
authorsurmeh01 <surabhi.mehta@arm.com>Thu Mar 29 16:33:54 2018 +0100
committersurmeh01 <surabhi.mehta@arm.com>Thu Mar 29 16:33:54 2018 +0100
tree084296e0ba923f7885b8efb242335a4547b2cdb0
parent5307bc10ac488261e84ac76b2dede6039ea3fe96 [diff]
Release 18.03
8 files changed
tree: 084296e0ba923f7885b8efb242335a4547b2cdb0
  1. .gitignore
  2. Android.bp
  3. Android.mk
  4. ArmnnDriver.cpp
  5. ArmnnDriver.hpp
  6. ArmnnPreparedModel.cpp
  7. ArmnnPreparedModel.hpp
  8. LICENSE
  9. ModelToINetworkConverter.cpp
  10. ModelToINetworkConverter.hpp
  11. README.md
  12. ReleaseNotes.txt
  13. RequestThread.cpp
  14. RequestThread.hpp
  15. SystemPropertiesUtils.hpp
  16. Utils.cpp
  17. Utils.hpp
  18. android.hardware.neuralnetworks@1.0-service-armnn.rc
  19. service.cpp
  20. setup.sh
  21. test/
README.md

ArmNN Android Neural Networks driver

This directory contains the ArmNN driver for the Android Neural Networks API, implementing the android.hardware.neuralnetworks@1.0 HAL.

Integration guide

Prerequisites

  1. Android source tree for Android O MR1 or later, in the directory <ANDROID_ROOT>
  2. Mali OpenCL driver integrated into the Android source tree

Procedure

  1. Place this source directory at <ANDROID_ROOT>/vendor/arm/android-nn-driver
  2. Run setup.sh
  3. Update the Android build environment to add the ArmNN driver. This ensures that the driver service is built and copied to the system/vendor/bin/hw directory in the Android image. To update the build environment, add to the contents of the variable PRODUCT_PACKAGES within the device-specific makefile that is located in the <ANDROID_ROOT>/device/<manufacturer>/<product> directory. This file is normally called device.mk:
  1. Build Android as normal, i.e. run make in <ANDROID_ROOT>
  2. To confirm that the ArmNN driver has been built, check for driver service executable at <ANDROID_ROOT>/out/target/product/<product>/system/vendor/bin/hw/android.hardware.neuralnetworks@1.0-service-armnn

Testing

  1. Run the ArmNN driver service executable in the background
  1. Run some code that exercises the Android Neural Networks API, for example Android's NeuralNetworksTest unit tests (note this is an optional component that must be built).
  1. To confirm that the ArmNN driver is being used to service the Android Neural Networks API requests, check for messages in logcat with the ArmnnDriver tag.