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build-run-android.sh
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# Copyright (c) 2024- KanTV Authors
#!/bin/bash
set -e
PWD=`pwd`
ANDROID_PLATFORM=android-34
ANDROID_NDK=${PWD}/android-ndk-r26c
REMOTE_PATH=/data/local/tmp/
#QNN SDK could be found at:
#https://www.qualcomm.com/developer/software/qualcomm-ai-engine-direct-sdk
#https://qpm.qualcomm.com/#/main/tools/details/qualcomm_ai_engine_direct
#https://developer.qualcomm.com/software/hexagon-dsp-sdk/tools
QNN_SDK_PATH=/opt/qcom/aistack/qairt/2.31.0.250130/
LLAMA_CLI=llama-cli
function dump_vars()
{
echo -e "ANDROID_NDK: ${ANDROID_NDK}"
echo -e "QNN_SDK_PATH: ${QNN_SDK_PATH}"
}
function show_pwd()
{
echo -e "current working path:$(pwd)\n"
}
function check_qnn_sdk()
{
if [ ! -d ${QNN_SDK_PATH} ]; then
echo -e "QNN_SDK_PATH ${QNN_SDK_PATH} not exist, pls check or download it from https://qpm.qualcomm.com/#/main/tools/details/qualcomm_ai_engine_direct...\n"
exit 1
fi
}
function check_and_download_ndk()
{
is_android_ndk_exist=1
if [ ! -d ${ANDROID_NDK} ]; then
is_android_ndk_exist=0
fi
if [ ! -f ${ANDROID_NDK}/build/cmake/android.toolchain.cmake ]; then
is_android_ndk_exist=0
fi
if [ ${is_android_ndk_exist} -eq 0 ]; then
if [ ! -f android-ndk-r26c-linux.zip ]; then
wget --no-config --quiet --show-progress -O android-ndk-r26c-linux.zip https://dl.google.com/android/repository/android-ndk-r26c-linux.zip
fi
unzip android-ndk-r26c-linux.zip
if [ $? -ne 0 ]; then
printf "failed to download android ndk to %s \n" "${ANDROID_NDK}"
exit 1
fi
printf "android ndk saved to ${ANDROID_NDK} \n\n"
else
printf "android ndk already exist:${ANDROID_NDK} \n\n"
fi
}
function build_arm64
{
cmake -H. -B./out/android -DGGML_USE_QNN=ON -DCMAKE_TOOLCHAIN_FILE=$ANDROID_NDK/build/cmake/android.toolchain.cmake -DANDROID_ABI=arm64-v8a -DANDROID_PLATFORM=latest -DCMAKE_C_FLAGS=-march=armv8.7-a -DGGML_QNN=ON -DGGML_QNN_SDK_PATH=${QNN_SDK_PATH}
cd out/android
make -j16
show_pwd
ls -lah bin/${LLAMA_CLI}
/bin/cp -fv bin/${LLAMA_CLI} ../../${LLAMA_CLI}-android
cd -
}
function remove_temp_dir()
{
if [ -d out ]; then
echo "remove out directory in `pwd`"
rm -rf out
fi
}
function check_qnn_libs()
{
#reuse the cached qnn libs on Android phone
adb shell ls ${REMOTE_PATH}/libQnnCpu.so
if [ $? -eq 0 ]; then
printf "QNN libs already exist on Android phone\n"
else
update_qnn_libs
fi
}
function update_qnn_libs()
{
adb push ${QNN_SDK_PATH}/lib/aarch64-android/libQnnSystem.so ${REMOTE_PATH}/
adb push ${QNN_SDK_PATH}/lib/aarch64-android/libQnnCpu.so ${REMOTE_PATH}/
adb push ${QNN_SDK_PATH}/lib/aarch64-android/libQnnGpu.so ${REMOTE_PATH}/
adb push ${QNN_SDK_PATH}/lib/aarch64-android/libQnnHtp.so ${REMOTE_PATH}/
adb push ${QNN_SDK_PATH}/lib/aarch64-android/libQnnHtpNetRunExtensions.so ${REMOTE_PATH}/
adb push ${QNN_SDK_PATH}/lib/aarch64-android/libQnnHtpPrepare.so ${REMOTE_PATH}/
adb push ${QNN_SDK_PATH}/lib/aarch64-android/libQnnHtpV75Stub.so ${REMOTE_PATH}/
adb push ${QNN_SDK_PATH}/lib/hexagon-v75/unsigned/libQnnHtpV75Skel.so ${REMOTE_PATH}/
}
function build_ggml_qnn()
{
show_pwd
check_and_download_ndk
check_qnn_sdk
dump_vars
remove_temp_dir
build_arm64
}
function run_llamacli()
{
check_qnn_libs
if [ -f ./out/android/bin/libggml-qnn.so ]; then
adb push ./out/android/bin/*.so ${REMOTE_PATH}/
fi
adb push ${LLAMA_CLI}-android ${REMOTE_PATH}/${LLAMA_CLI}
adb shell chmod +x ${REMOTE_PATH}/${LLAMA_CLI}
adb shell "cd ${REMOTE_PATH} \
&& export LD_LIBRARY_PATH=${REMOTE_PATH} \
&& ${REMOTE_PATH}/${LLAMA_CLI} -mg 2 -m /sdcard/kantv/gemma-2b.Q8_0.gguf -p \"introduce the movie Once Upon a Time in America briefly.\n\""
}
function run_test-backend-ops()
{
check_qnn_libs
if [ -f ./out/android/bin/libggml-qnn.so ]; then
adb push ./out/android/bin/*.so ${REMOTE_PATH}/
fi
adb push ./out/android/bin/test-backend-ops ${REMOTE_PATH}/
adb shell chmod +x ${REMOTE_PATH}/test-backend-ops
adb shell "cd ${REMOTE_PATH} \
&& export LD_LIBRARY_PATH=${REMOTE_PATH} \
&& ${REMOTE_PATH}/test-backend-ops test"
}
function show_usage()
{
echo "Usage:"
echo " $0 build"
echo " $0 updateqnnlib"
echo " $0 run"
echo " $0 run_testop"
echo -e "\n\n\n"
}
show_pwd
check_qnn_sdk
if [ $# == 0 ]; then
show_usage
exit 1
elif [ $# == 1 ]; then
if [ "$1" == "-h" ]; then
show_usage
exit 1
elif [ "$1" == "help" ]; then
show_usage
exit 1
elif [ "$1" == "build" ]; then
build_ggml_qnn
exit 0
elif [ "$1" == "run" ]; then
run_llamacli
exit 0
elif [ "$1" == "run_testop" ]; then
run_test-backend-ops
exit 0
elif [ "$1" == "updateqnnlib" ]; then
update_qnn_libs
exit 0
fi
else
show_usage
exit 1
fi