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authorMike Kelly <mike.kelly@arm.com>2023-03-24 19:21:25 +0000
committerKevin May <kevin.may@arm.com>2023-04-05 08:13:35 +0000
commit6fe9ef91849b64fd4974cf8dbea909c7696166b7 (patch)
treec7da64841641fe9d889db92b7223800a46eb90f7 /BuildGuideAndroidNDK.md
parentc1c5f2a519458f498934fa3f2074acc86f9f2f42 (diff)
downloadarmnn-6fe9ef91849b64fd4974cf8dbea909c7696166b7.tar.gz
IVGCVSW-7662 Update BuildGuideAndroidNDK.md
* Fixed broken steps in BuildGuideAndroidNDK.md * Fixed broken links in BuildGuideAndroidNDK.md * Removed unneeded steps from BuildGuideAndroidNDK.md * Added instructions for building the tflite parser and delegate for android * Fixed errors in CMakeLists.txt that made it impossible to build without Neon or Ref. * Added build_android_ndk_guide.sh, a shell script that contains the same steps as BuildGuideAndroidNDK.md Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ie0479d3a2e4a776e7de88017b222d35a48c1fe10
Diffstat (limited to 'BuildGuideAndroidNDK.md')
-rw-r--r--BuildGuideAndroidNDK.md364
1 files changed, 227 insertions, 137 deletions
diff --git a/BuildGuideAndroidNDK.md b/BuildGuideAndroidNDK.md
index c61a4fe5ee..7c6f224693 100644
--- a/BuildGuideAndroidNDK.md
+++ b/BuildGuideAndroidNDK.md
@@ -1,132 +1,151 @@
# How to use the Android NDK to build Arm NN
- [Introduction](#introduction)
+- [Initial Setup](#initial-setup)
- [Download the Android NDK and make a standalone toolchain](#download-the-android-ndk-and-make-a-standalone-toolchain)
- [Install Cmake](#install-cmake)
-- [Build Google's Protobuf library](#build-google-s-protobuf-library)
- [Build Flatbuffers](#build-flatbuffers)
- [Download Arm NN](#download-arm-nn)
+- [Get And Build TFLite](#get-and-build-tflite)
- [Build Arm Compute Library](#build-arm-compute-library)
- [Build Arm NN](#build-arm-nn)
- [Build Standalone Sample Dynamic Backend](#build-standalone-sample-dynamic-backend)
-- [Run the Arm NN unit tests on an Android device](#run-the-armnn-unit-tests-on-an-android-device)
+- [Run the Arm NN unit tests on an Android device](#run-the-arm-nn-unit-tests-on-an-android-device)
## Introduction
-These are step by step instructions for using the Android NDK to build Arm NN.
-They have been tested on a clean install of Ubuntu 18.04 and 20.04, and should also work with other OS versions.
-The instructions show how to build the Arm NN core library.
-Building protobuf is optional. We have given steps should the user wish to build it (i.e. as an Onnx dependency).
-All downloaded or generated files will be saved inside the `$HOME/armnn-devenv` directory.
+These are step-by-step instructions for using the Android NDK to build Arm NN.
+They have been tested on a clean installation of Ubuntu 18.04 and 20.04, and should also work with other OS versions.
+The instructions show how to build the Arm NN core library and its dependencies.
+For ease of use there is a shell script version of this guide located in the scripts directory called [build_android_ndk_guide.sh](scripts/build_android_ndk_guide.sh).
+Run the script with a -h flag to see the command line parameters.
-## Download the Android NDK and make a standalone toolchain
-
-* Download the Android NDK from [the official website](https://developer.android.com/ndk/downloads/index.html):
- ```bash
- mkdir -p $HOME/armnn-devenv/
- cd $HOME/armnn-devenv/
- # For Mac OS, change the NDK download link accordingly.
- wget https://dl.google.com/android/repository/android-ndk-r25-linux.zip
- unzip android-ndk-r25.zip
- export NDK=$HOME/armnn-devenv/android-ndk-r25
- export NDK_TOOLCHAIN_ROOT=$NDK/toolchains/llvm/prebuilt/linux-x86_64
- export PATH=$NDK_TOOLCHAIN_ROOT/bin/:$PATH
+## Initial Setup
- # You may want to append the above export variables commands to your `~/.bashrc` (or `~/.bash_profile` in Mac OS).
- ```
+First, we need to specify the Android version and the directories you want to build armnn in and to install some applications required to build Arm NN and its dependencies.
-* With the android ndk-25, you don't need to use the make_standalone_toolchain script to create a toolchain for a specific version of android. Android's current preference is for you to just specify the architecture and operating system while setting the compiler and just use the ndk directory.
+```bash
+export ANDROID_API=30
+export WORKING_DIR=$HOME/armnn-devenv
+export NDK_DIR=$WORKING_DIR/android-ndk-r25
+export NDK_TOOLCHAIN_ROOT=$NDK_DIR/toolchains/llvm/prebuilt/linux-x86_64
+export PATH=$NDK_TOOLCHAIN_ROOT/bin/:$PATH
+```
+You may want to append the above export variables commands to your `~/.bashrc` (or `~/.bash_profile` in macOS).
-## Install Cmake
-Cmake 3.19rc3 is required to build Arm NN.
+The ANDROID_API variable should be set to the Android API version number you are using. For example, "30" for Android R. The WORKING_DIR can be any directory you have write permissions to.
+### Required Applications
+Git is required to obtain Arm NN. If this has not been already installed then install it using:
```bash
-cd $HOME/armnn-devenv
-sudo apt-get install libssl-dev
-wget https://github.com/Kitware/CMake/releases/download/v3.19.0-rc3/cmake-3.19.0-rc3.tar.gz
-tar -zxvf cmake-3.19.0-rc3.tar.gz
-cd cmake-3.19.0-rc3
-./bootstrap --prefix=$HOME/armnn-devenv/cmake/install
-make all install
-cd..
+sudo apt install git
```
-## Build Google's Protobuf library (Optional)
-
-* Clone protobuf:
- (Requires Git if not previously installed: `sudo apt install git`)
+Arm Compute Library requires SCons. If this has not been already installed then install it using:
```bash
-mkdir $HOME/armnn-devenv/google
-cd $HOME/armnn-devenv/google
-git clone https://github.com/google/protobuf.git
-cd protobuf
-git checkout -b v3.12.0 v3.12.0
+sudo apt install scons
```
-* Build a native (x86) version of the protobuf libraries and compiler (protoc):
- (Requires cUrl, autoconf, llibtool, and other build dependencies if not previously installed: `sudo apt install curl autoconf libtool build-essential g++`)
+CMake is required to build Arm NN and its dependencies. If this has not been already installed then install it using:
```bash
-./autogen.sh
-mkdir x86_64_build
-cd x86_64_build
-../configure --prefix=$HOME/armnn-devenv/google/x86_64_pb_install
-make install -j16
-cd ..
+sudo apt install cmake
```
-* Build the arm64 version of the protobuf libraries:
+## Download the Android NDK and make a standalone toolchain
+
+Download the Android NDK from [the official website](https://developer.android.com/ndk/downloads/index.html):
```bash
-mkdir arm64_build
-cd arm64_build
-CC=aarch64-linux-android<Android_API>-clang \
-CXX=aarch64-linux-android<Android_API>-clang++ \
-CFLAGS="-fPIE -fPIC" \
- LDFLAGS="-llog -lz -lc++_static" \
- ../configure --host=aarch64-linux-android \
- --prefix=$HOME/armnn-devenv/google/arm64_pb_install \
- --enable-cross-compile \
- --with-protoc=$HOME/armnn-devenv/google/x86_64_pb_install/bin/protoc
-make install -j16
-cd ..
+mkdir -p $WORKING_DIR
+cd $WORKING_DIR
+# For Mac OS, change the NDK download link accordingly.
+wget https://dl.google.com/android/repository/android-ndk-r25-linux.zip
+unzip android-ndk-r25-linux.zip
```
+With Android NDK-25, you no longer need to use the make_standalone_toolchain script to create a toolchain for a specific version of Android. Android's current preference is for you to just specify the architecture and operating system while setting the compiler and just use the ndk directory.
+
+## Install Cmake
+Cmake 3.19rc3 or later is required to build Arm NN. If you are using Ubuntu 20.04 the command given in [Initial Setup](#initial-setup) should install a usable version. If you're using Ubuntu 18.04 you may need to compile cmake yourself.
-Note: The ANDROID_API variable should be set to the Android API version number you are using. E.g. "30" for Android R.
+```bash
+cd $WORKING_DIR
+sudo apt-get install libssl-dev
+wget https://github.com/Kitware/CMake/releases/download/v3.19.0-rc3/cmake-3.19.0-rc3.tar.gz
+tar -zxvf cmake-3.19.0-rc3.tar.gz
+cd cmake-3.19.0-rc3
+./bootstrap --prefix=$WORKING_DIR/cmake/install
+make all install
+cd..
+```
## Build Flatbuffers
-* Download Flatbuffers
+Download Flatbuffers:
```bash
-cd $HOME/armnn-devenv
+cd $WORKING_DIR
wget https://github.com/google/flatbuffers/archive/v2.0.6.tar.gz
tar xf v2.0.6.tar.gz
```
-* Build Flatbuffers
+Build Flatbuffers for x86:
```bash
-cd flatbuffers-2.0.6
+cd $WORKING_DIR/flatbuffers-2.0.6
+
rm -f CMakeCache.txt
-rm -rf build
-mkdir build
-cd build
+
+rm -rf build-x86
+mkdir build-x86
+cd build-x86
+
+rm -rf $WORKING_DIR/flatbuffers-x86
+mkdir $WORKING_DIR/flatbuffers-x86
+
CXXFLAGS="-fPIC" $CMAKE .. \
- -DFLATBUFFERS_BUILD_FLATC=1 \
- -DCMAKE_INSTALL_PREFIX:PATH=$WORKING_DIR/flatbuffers
+ -DFLATBUFFERS_BUILD_FLATC=1 \
+ -DCMAKE_INSTALL_PREFIX:PATH=$WORKING_DIR/flatbuffers-x86
-make all install
+make all install -j16
```
Note: -fPIC is added to allow users to use the libraries in shared objects.
+Build Flatbuffers for Android:
+```bash
+cd $WORKING_DIR/flatbuffers-2.0.6
+
+rm -f CMakeCache.txt
+
+rm -rf build-android
+mkdir build-android
+cd build-android
+
+rm -rf $WORKING_DIR/flatbuffers-android
+mkdir $WORKING_DIR/flatbuffers-android
+
+CC=/usr/bin/aarch64-linux-gnu-gcc CXX=/usr/bin/aarch64-linux-gnu-g++ \
+CXXFLAGS="-fPIC" \
+cmake .. \
+ -DCMAKE_ANDROID_NDK=$NDK_DIR \
+ -DCMAKE_SYSTEM_NAME=Android \
+ -DCMAKE_SYSTEM_VERSION=27 \
+ -DCMAKE_ANDROID_ARCH_ABI=arm64-v8a \
+ -DCMAKE_CXX_FLAGS=--std=c++14 \
+ -DFLATBUFFERS_BUILD_FLATC=OFF \
+ -DCMAKE_BUILD_TYPE=Release \
+ -DFLATBUFFERS_BUILD_TESTS=OFF \
+ -DCMAKE_INSTALL_PREFIX=$WORKING_DIR/flatbuffers-android
+
+make all install -j16
+```
+
## Download Arm NN
-* Clone Arm NN:
- (Requires Git if not previously installed: `sudo apt install git`)
+Clone Arm NN:
```bash
-cd $HOME/armnn-devenv
+cd $WORKING_DIR
git clone https://github.com/ARM-software/armnn.git
```
-* Checkout Arm NN branch:
+Checkout the Arm NN branch:
```bash
cd armnn
git checkout <branch_name>
@@ -135,69 +154,133 @@ git pull
For example, if you want to check out the 23.02 release branch:
```bash
+cd armnn
git checkout branches/armnn_23_02
git pull
```
+## Get And Build TFLite
+This optional step is only required if you intend to build the TFLite delegate or parser for Arm NN.
+
+First clone tensorflow:
+```bash
+cd $WORKING_DIR
+git clone https://github.com/tensorflow/tensorflow.git
+cd tensorflow
+git fetch && git checkout "tags/v2.10.0"
+```
+Arm NN provides a script that downloads the version of Tensorflow that Arm NN was tested with:
+```bash
+git fetch && git checkout $(../armnn/scripts/get_tensorflow.sh -p)
+```
+Next build Tensorflow Lite:
+```bash
+cd $WORKING_DIR
+mkdir -p tflite-out/android
+cd tflite-out/android
+
+CMARGS="-DCMAKE_TOOLCHAIN_FILE=$NDK_DIR/build/cmake/android.toolchain.cmake \
+ -DANDROID_ABI=arm64-v8a \
+ -DANDROID_PLATFORM=$ANDROID_API"
+
+cmake $CMARGS $WORKING_DIR/tensorflow/tensorflow/lite
+
+cd $WORKING_DIR
+cmake --build tflite-out/android -j 16
+```
+Now generate the Tensorflow Lite Schema for the TFLite parser:
+```bash
+cd $WORKING_DIR
+mkdir -p $WORKING_DIR/tflite-out/tensorflow/tensorflow/lite/schema
+
+SCHEMA_LOCATION=$WORKING_DIR/tensorflow/tensorflow/lite/schema/schema.fbs
+cp $SCHEMA_LOCATION $WORKING_DIR/tflite-out/tensorflow/tensorflow/lite/schema
+
+cd $WORKING_DIR/tflite-out/tensorflow/tensorflow/lite/schema
+$WORKING_DIR/flatbuffers-x86/bin/flatc -c --gen-object-api --reflect-types --reflect-names schema.fbs
+```
+
## Build Arm Compute Library
-* Clone Arm Compute Library:
+Clone Arm Compute Library:
```bash
-cd $HOME/armnn-devenv
+cd $WORKING_DIR
git clone https://github.com/ARM-software/ComputeLibrary.git
```
-* Checkout Arm Compute Library release tag:
+Checkout Arm Compute Library release tag:
```bash
cd ComputeLibrary
git checkout <tag_name>
```
-For example, if you want to checkout the 23.02 release tag:
+For example, if you want to check out the 23.02 release tag:
```bash
+cd ComputeLibrary
git checkout v23.02
```
-Arm NN and Arm Compute Library are developed closely together. If you would like to use a particular release of Arm NN you will need the same release tag of ACL too.
-
+Arm NN and Arm Compute Library are developed closely together. To use a particular version of Arm NN you will need a compatible version of ACL.
Arm NN provides a script that downloads the version of Arm Compute Library that Arm NN was tested with:
```bash
git checkout $(../armnn/scripts/get_compute_library.sh -p)
```
-* the Arm Compute Library:
- (Requires SCons if not previously installed: `sudo apt install scons`)
+Build the Arm Compute Library:
```bash
-scons arch=arm64-v8a neon=1 opencl=1 embed_kernels=1 extra_cxx_flags="-fPIC" \
- benchmark_tests=0 validation_tests=0 os=android -j16
+scons arch=arm64-v8a os=android toolchain_prefix=llvm- compiler_prefix=aarch64-linux-android$ANDROID_API- \
+ neon=1 opencl=1 embed_kernels=1 extra_cxx_flags="-fPIC" \
+ benchmark_tests=0 validation_tests=0 -j16
```
## Build Arm NN
-* Build Arm NN:
- (Requires CMake if not previously installed: `sudo apt install cmake`)
+Build Arm NN:
+
```bash
-mkdir $HOME/armnn-devenv/armnn/build
-cd $HOME/armnn-devenv/armnn/build
-CXX=aarch64-linux-android<Android_API>-clang++ \
-CC=aarch64-linux-android<Android_API>-clang \
+mkdir $WORKING_DIR/armnn/build
+cd $WORKING_DIR/armnn/build
+CXX=aarch64-linux-android$ANDROID_API-clang++ \
+CC=aarch64-linux-android$ANDROID_API-clang \
CXX_FLAGS="-fPIE -fPIC" \
cmake .. \
- -DCMAKE_ANDROID_NDK=$NDK \
+ -DCMAKE_BUILD_TYPE=Release \
+ -DCMAKE_ANDROID_NDK=$NDK_DIR \
+ -DNDK_VERSION=r25 \
-DCMAKE_SYSTEM_NAME=Android \
- -DCMAKE_SYSTEM_VERSION=<Android_API> \
+ -DCMAKE_SYSTEM_VERSION=$ANDROID_API \
-DCMAKE_ANDROID_ARCH_ABI=arm64-v8a \
- -DCMAKE_EXE_LINKER_FLAGS="-pie -llog -lz" \
- -DARMCOMPUTE_ROOT=$HOME/armnn-devenv/ComputeLibrary/ \
- -DARMCOMPUTE_BUILD_DIR=$HOME/armnn-devenv/ComputeLibrary/build \
+ -DCMAKE_SYSROOT=$WORKING_DIR/android-ndk-r25/toolchains/llvm/prebuilt/linux-x86_64/sysroot \
+ -DARMCOMPUTE_ROOT=$WORKING_DIR/ComputeLibrary \
+ -DARMCOMPUTE_BUILD_DIR=$WORKING_DIR/ComputeLibrary/build \
-DARMCOMPUTENEON=1 -DARMCOMPUTECL=1 -DARMNNREF=1 \
- -DPROTOBUF_ROOT=$HOME/armnn-devenv/google/arm64_pb_install/
- -DFLATBUFFERS_ROOT=$HOME/armnn-devenv/flatbuffers \
- -DFLATC_DIR=$HOME/armnn-devenv/flatbuffers-2.0.6/build \
+ -DFLATBUFFERS_INCLUDE_PATH=$WORKING_DIR/flatbuffers-x86/include \
+ -DFLATBUFFERS_ROOT=$WORKING_DIR/flatbuffers-android \
+ -DFLATC_DIR=$WORKING_DIR/flatbuffers-x86 \
+ -DBUILD_UNIT_TESTS=1 \
+ -fexception
+```
+
+To include the Arm NN TFLite delegate add these arguments to the above list:
+
+```bash
+ -DBUILD_ARMNN_TFLITE_DELEGATE=1 \
+ -DTENSORFLOW_ROOT=$WORKING_DIR/tensorflow \
+ -DTFLITE_LIB_ROOT=$WORKING_DIR/tflite-out/android \
+ -DTFLITE_ROOT_DIR=$WORKING_DIR/tensorflow/tensorflow/lite \
+```
+
+To include the Arm NN TFLite Parser add these arguments to the above list:
+
+```bash
+ -DBUILD_TF_LITE_PARSER=1 \
+ -DTF_LITE_GENERATED_PATH=$WORKING_DIR/tflite-out/tensorflow/tensorflow/lite/schema \
+ -DTENSORFLOW_ROOT=$WORKING_DIR/tensorflow \
+ -DTFLITE_LIB_ROOT=$WORKING_DIR/tflite-out/android \
```
-To include standalone sample dynamic backend tests, add the argument to enable the tests and the dynamic backend path to the CMake command:
+To include standalone sample dynamic backend tests, add these arguments to enable the tests and the dynamic backend path to the CMake command:
```bash
--DSAMPLE_DYNAMIC_BACKEND=1 \
--DDYNAMIC_BACKEND_PATHS=$SAMPLE_DYNAMIC_BACKEND_PATH
+ -DSAMPLE_DYNAMIC_BACKEND=1 \
+ -DDYNAMIC_BACKEND_PATHS=$SAMPLE_DYNAMIC_BACKEND_PATH
# Where $SAMPLE_DYNAMIC_BACKEND_PATH is the path where libArm_SampleDynamic_backend.so library file is pushed
```
@@ -207,7 +290,7 @@ make -j16
```
## Build Standalone Sample Dynamic Backend
-* The sample dynamic backend is located in armnn/src/dynamic/sample
+This step is optional. The sample dynamic backend is located in armnn/src/dynamic/sample
```bash
mkdir build
cd build
@@ -216,21 +299,21 @@ cd build
* Use CMake to configure the build environment, update the following script and run it from the armnn/src/dynamic/sample/build directory to set up the Arm NN build:
```bash
#!/bin/bash
-CXX=aarch64-linux-android<Android_API>-clang++ \
-CC=aarch64-linux-android<Android_API>-clang \
+CXX=aarch64-linux-android$ANDROID_API-clang++ \
+CC=aarch64-linux-android$ANDROID_API-clang \
CXX_FLAGS="-fPIE -fPIC" \
cmake \
--DCMAKE_C_COMPILER_WORKS=TRUE \
--DCMAKE_CXX_COMPILER_WORKS=TRUE \
--DCMAKE_ANDROID_NDK=$NDK \
--DCMAKE_SYSTEM_NAME=Android \
--DCMAKE_SYSTEM_VERSION=$ANDROID_API \
--DCMAKE_ANDROID_ARCH_ABI=arm64-v8a \
--DCMAKE_SYSROOT=$HOME/armnn-devenv/android-ndk-r25/toolchains/llvm/prebuilt/linux-x86_64/sysroot \
--DCMAKE_CXX_FLAGS=--std=c++14 \
--DCMAKE_EXE_LINKER_FLAGS="-pie -llog" \
--DCMAKE_MODULE_LINKER_FLAGS="-llog" \
--DARMNN_PATH=$HOME/armnn-devenv/armnn/build/libarmnn.so ..
+ -DCMAKE_C_COMPILER_WORKS=TRUE \
+ -DCMAKE_CXX_COMPILER_WORKS=TRUE \
+ -DCMAKE_ANDROID_NDK=$NDK_DIR \
+ -DCMAKE_SYSTEM_NAME=Android \
+ -DCMAKE_SYSTEM_VERSION=$ANDROID_API \
+ -DCMAKE_ANDROID_ARCH_ABI=arm64-v8a \
+ -DCMAKE_SYSROOT=$WORKING_DIR/android-ndk-r25/toolchains/llvm/prebuilt/linux-x86_64/sysroot \
+ -DCMAKE_CXX_FLAGS=--std=c++14 \
+ -DCMAKE_EXE_LINKER_FLAGS="-pie -llog" \
+ -DCMAKE_MODULE_LINKER_FLAGS="-llog" \
+ -DARMNN_PATH=$WORKING_DIR/armnn/build/libarmnn.so ..
```
* Run the build
@@ -247,56 +330,63 @@ make
adb push libarmnn.so /data/local/tmp/
adb push libtimelineDecoder.so /data/local/tmp/
adb push UnitTests /data/local/tmp/
-adb push $NDK/sources/cxx-stl/llvm-libc++/libs/arm64-v8a/libc++_shared.so /data/local/tmp/
-adb push $HOME/armnn-devenv/google/arm64_pb_install/lib/libprotobuf.so /data/local/tmp/libprotobuf.so.23.0.0
-adb shell 'ln -s libprotobuf.so.23.0.0 /data/local/tmp/libprotobuf.so.23'
-adb shell 'ln -s libprotobuf.so.23.0.0 /data/local/tmp/libprotobuf.so'
+adb push $NDK_DIR/sources/cxx-stl/llvm-libc++/libs/arm64-v8a/libc++_shared.so /data/local/tmp/
```
* Push the files needed for the unit tests (they are a mix of files, directories and symbolic links):
```bash
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/testSharedObject
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/testSharedObject/* /data/local/tmp/src/backends/backendsCommon/test/testSharedObject/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/testSharedObject/* /data/local/tmp/src/backends/backendsCommon/test/testSharedObject/
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/testDynamicBackend
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/testDynamicBackend/* /data/local/tmp/src/backends/backendsCommon/test/testDynamicBackend/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/testDynamicBackend/* /data/local/tmp/src/backends/backendsCommon/test/testDynamicBackend/
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath1
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/backendsTestPath1/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath1/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/backendsTestPath1/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath1/
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/backendsTestPath2/Arm_CpuAcc_backend.so /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/backendsTestPath2/Arm_CpuAcc_backend.so /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/
adb shell ln -s Arm_CpuAcc_backend.so /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/Arm_CpuAcc_backend.so.1
adb shell ln -s Arm_CpuAcc_backend.so.1 /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/Arm_CpuAcc_backend.so.1.2
adb shell ln -s Arm_CpuAcc_backend.so.1.2 /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/Arm_CpuAcc_backend.so.1.2.3
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/backendsTestPath2/Arm_GpuAcc_backend.so /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/backendsTestPath2/Arm_GpuAcc_backend.so /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/
adb shell ln -s nothing /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath2/Arm_no_backend.so
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath3
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath5
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/backendsTestPath5/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath5/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/backendsTestPath5/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath5/
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath6
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/backendsTestPath6/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath6/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/backendsTestPath6/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath6/
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath7
adb shell mkdir -p /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath9
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/backendsCommon/test/backendsTestPath9/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath9/
+adb push -p $WORKING_DIR/armnn/build/src/backends/backendsCommon/test/backendsTestPath9/* /data/local/tmp/src/backends/backendsCommon/test/backendsTestPath9/
adb shell mkdir -p /data/local/tmp/src/backends/dynamic/reference
-adb push -p $HOME/armnn-devenv/armnn/build/src/backends/dynamic/reference/Arm_CpuRef_backend.so /data/local/tmp/src/backends/dynamic/reference/
+adb push -p $WORKING_DIR/armnn/build/src/backends/dynamic/reference/Arm_CpuRef_backend.so /data/local/tmp/src/backends/dynamic/reference/
+```
-# If the standalone sample dynamic tests are enabled, also push libArm_SampleDynamic_backend.so library file to the folder specified as $SAMPLE_DYNAMIC_BACKEND_PATH when Arm NN is built.
-# This is the example when $SAMPLE_DYNAMIC_BACKEND_PATH is specified as /data/local/tmp/dynamic/sample/:
+If the standalone sample dynamic tests are enabled, also push libArm_SampleDynamic_backend.so library file to the folder specified as $SAMPLE_DYNAMIC_BACKEND_PATH when Arm NN is built.
+This is the example when $SAMPLE_DYNAMIC_BACKEND_PATH is specified as /data/local/tmp/dynamic/sample/:
+```bash
adb shell mkdir -p /data/local/tmp/dynamic/sample/
-adb push -p $HOME/armnn-devenv/armnn/src/dynamic/sample/build/libArm_SampleDynamic_backend.so /data/local/tmp/dynamic/sample/
+adb push -p $WORKING_DIR/armnn/src/dynamic/sample/build/libArm_SampleDynamic_backend.so /data/local/tmp/dynamic/sample/
```
-
-* Run Arm NN unit tests:
+If the delegate was built, push the delegate unit tests too.
+```bash
+adb push $WORKING_DIR/armnn/build/delegate/DelegateUnitTests /data/local/tmp/
+adb push $WORKING_DIR/armnn/build/delegate/libarmnnDelegate.so /data/local/tmp/
+```
+Run Arm NN unit tests:
```bash
adb shell 'LD_LIBRARY_PATH=/data/local/tmp:/vendor/lib64:/vendor/lib64/egl /data/local/tmp/UnitTests'
```
-If libarmnnUtils.a is present in `$HOME/armnn-devenv/armnn/build/` and the unit tests run without failure then the build was successful.
+If the delegate was built run Arm Delegate NN unit tests:
+```bash
+adb shell 'LD_LIBRARY_PATH=/data/local/tmp:/vendor/lib64:/vendor/lib64/egl /data/local/tmp/DelegateUnitTests'
+```
+If libarmnnUtils.a is present in `$WORKING_DIR/armnn/build/` and the unit tests run without failure then the build was successful.