blob: c6be04bd464aa89a7b6ed11e8de96966dfe1f270 [file] [log] [blame]
#!/bin/bash
#
# Build benchmark app and run it, mimicking a user-initiated run
#
# Output is logged to a temporary folder and summarized in txt and JSON formats.
# parallel-inference-stress tests produce no output except for the success or failure notification,
# which is not logged.
if [[ "$OSTYPE" == "darwin"* ]]; then
OPTS="$(getopt f:rb -- "$*")"
else
OPTS="$(getopt -o f:rb -l filter-driver:,include-nnapi-reference,nnapi-reference-only,skip-build -- "$@")"
fi
if [ $? -ne 0 ]; then
echo "Invalid arguments, accepted options are"
if [[ "$OSTYPE" == "darwin"* ]]; then
echo " -f <regex> : to run crash tests only on the drivers (ignoring nnapi-reference) matching the specified regular expression"
echo " -r : to include nnapi-reference in target drivers"
echo " -b : skip build and installation of tests"
else
echo " -f <regex> | --filter-driver <regex> : to run crash tests only on the drivers (ignoring nnapi-reference) matching the specified regular expression"
echo " -r | --include-nnapi-reference : to include nnapi-reference in target drivers"
echo " --nnapi-reference-only : to run tests only vs nnapi-reference"
echo " -b | --skip-build : skip build and installation of tests"
fi
exit
fi
eval set -- "$OPTS"
DRIVER_FILTER_OPT=""
INCLUDE_NNAPI_REF_OPT=""
BUILD_AND_INSTALL=true
while [ $# -gt 0 ] ; do
case "$1" in
-f|--filter-driver)
DRIVER_FILTER_OPT="-e nnCrashtestDeviceFilter $2"
shift 2
;;
-r|--include-nnapi-reference)
INCLUDE_NNAPI_REF_OPT="-e nnCrashtestIncludeNnapiReference true"
shift
;;
--nnapi-reference-only)
DRIVER_FILTER_OPT="-e nnCrashtestDeviceFilter no-device"
INCLUDE_NNAPI_REF_OPT="-e nnCrashtestIncludeNnapiReference true"
shift
;;
-b|--skip-build)
BUILD_AND_INSTALL=false
shift
;;
--)
shift
break
;;
*)
echo "Unsupported arg $1"
exit 1
esac
done
MODE="${1:-scoring}"
INSTALL_NATIVE_TESTS=false
CRASH_TEST_APP="NeuralNetworksApiCrashTest"
APP="NeuralNetworksApiBenchmark"
case "$MODE" in
scoring)
CLASS=com.android.nn.benchmark.app.NNScoringTest
;;
inference-stress)
CLASS=com.android.nn.benchmark.app.NNInferenceStressTest
;;
model-loading-stress)
CLASS=com.android.nn.benchmark.app.NNModelLoadingStressTest
;;
parallel-inference-stress)
CLASS=com.android.nn.crashtest.app.NNParallelCrashResistantInferenceTest
APP="$CRASH_TEST_APP"
;;
parallel-inference-stress-in-process)
CLASS=com.android.nn.crashtest.app.NNParallelInProcessInferenceTest
APP="$CRASH_TEST_APP"
;;
client-early-termination-stress)
CLASS=com.android.nn.crashtest.app.NNClientEarlyTerminationTest
APP="$CRASH_TEST_APP"
;;
multi-process-inference-stress)
CLASS=com.android.nn.crashtest.app.NNMultipleProcessInferenceTest
APP="$CRASH_TEST_APP"
INSTALL_NATIVE_TESTS=true
;;
multi-process-model-load-stress)
CLASS=com.android.nn.crashtest.app.NNMultipleProcessModelLoadTest
APP="$CRASH_TEST_APP"
INSTALL_NATIVE_TESTS=true
;;
memory-mapped-model-load-stress)
CLASS=com.android.nn.crashtest.app.NNMemoryMappedModelCompilationTest
APP="$CRASH_TEST_APP"
;;
model-load-random-stress)
APP="$CRASH_TEST_APP"
CLASS=com.android.nn.crashtest.app.NNRandomGraphLoadTest
;;
inference-random-stress)
APP="$CRASH_TEST_APP"
CLASS=com.android.nn.crashtest.app.NNRandomGraphExecutionTest
;;
performance-degradation-stress)
APP="$CRASH_TEST_APP"
CLASS=com.android.nn.crashtest.app.NNPerformanceDegradationTest
;;
*)
echo "Unknown execution mode: $1"
echo "Known modes: scoring (default), inference-stress, model-loading-stress, " \
"parallel-inference-stress, parallel-inference-stress-in-process, " \
"client-early-termination-stress, multi-process-inference-stress, " \
"multi-process-model-load-stress memory-mapped-model-load-stress, " \
"model-load-random-stress, inference-random-stress, performance-degradation-stress"
exit 1
;;
esac
if [[ -z "$ANDROID_BUILD_TOP" ]]; then
echo ANDROID_BUILD_TOP not set, bailing out
echo you must run lunch before running this script
exit 1
fi
set -e
cd $ANDROID_BUILD_TOP
if [ "$BUILD_AND_INSTALL" = true ]; then
# Build and install benchmark app
TMPFILE=$(mktemp)
build/soong/soong_ui.bash --make-mode ${APP} 2>&1 | tee ${TMPFILE}
TARGET_ARCH=$(cat ${TMPFILE} | grep TARGET_ARCH= | sed -e 's/TARGET_ARCH=//')
if [ "${TARGET_ARCH}" = "aarch64" ]; then
APK_DIR=arm64
else
APK_DIR=${TARGET_ARCH}
fi
if ! adb install -r $OUT/testcases/${APP}/${APK_DIR}/${APP}.apk; then
adb uninstall com.android.nn.benchmark.app
adb install -r $OUT/testcases/${APP}/${APK_DIR}/${APP}.apk
fi
if [ "$INSTALL_NATIVE_TESTS" = true ]; then
build/soong/soong_ui.bash --make-mode nn_stress_test
adb push $OUT/system/bin/nn_stress_test /bin/
fi
fi
# Should we figure out if we run on release device
if [ -z "$MLTS_RELEASE_DEVICE" ]; then
BUILD_DESCRIPTION=`adb shell getprop ro.build.description`
if [[ $BUILD_DESCRIPTION =~ .*release.* ]]
then
MLTS_RELEASE_DEVICE=True
else
MLTS_RELEASE_DEVICE=False
fi
fi
# Pass --no-isolated-storage to am instrument?
BUILD_VERSION_RELEASE=`adb shell getprop ro.build.version.release`
AM_INSTRUMENT_FLAGS="$DRIVER_FILTER_OPT $INCLUDE_NNAPI_REF_OPT"
if [[ $BUILD_VERSION_RELEASE == "Q" ]]; then
AM_INSTRUMENT_FLAGS+=" --no-isolated-storage"
fi
if [[ "$MODE" == "scoring" ]]; then
if [[ "$MLTS_RELEASE_DEVICE" == "True" ]]; then
TEST_EXTENRAL_STORAGE="com.android.nn.benchmark.app/com.android.nn.benchmark.util.TestExternalStorageActivity"
while ! adb shell "am start -W $TEST_EXTENRAL_STORAGE && rm /sdcard/mlts_write_external_storage" > /dev/null 2>&1; do
echo "************************************************************"
echo "Grant External storage write permissions to MLTS to proceed!"
echo "************************************************************"
read -n 1 -r -p "Continue? (press any key)"
echo
done
else
adb root
adb shell "pm grant com.android.nn.benchmark.app android.permission.WRITE_EXTERNAL_STORAGE"
# Skip setup wizard and remount (read-write)
if ! adb shell test -f /data/local.prop; then
adb shell 'echo ro.setupwizard.mode=DISABLED > /data/local.prop'
adb shell 'chmod 644 /data/local.prop'
adb shell 'settings put global device_provisioned 1*'
adb shell 'settings put secure user_setup_complete 1'
adb disable-verity
adb reboot
sleep 5
adb wait-for-usb-device root
adb wait-for-usb-device remount
sleep 5
fi
set +e
# Enable menu key press through adb
adb shell 'echo testing > /data/local/enable_menu_key'
# Leave screen on (affects scheduling)
adb shell settings put system screen_off_timeout 86400000
# Stop background apps, seem to take ~10% CPU otherwise
adb shell 'pm disable com.google.android.googlequicksearchbox'
adb shell 'pm list packages -f' | sed -e 's/.*=//' | sed 's/\r//g' | grep "com.breel.wallpapers" | while read pkg; do adb shell "pm disable $pkg"; done;
set -e
fi
fi
adb shell setprop debug.nn.cpuonly 0
adb shell setprop debug.nn.vlog "''"
# Menukey - make sure screen is on
adb shell "input keyevent 82"
# Show homescreen
adb shell wm dismiss-keyguard
if [[ "$MODE" == "scoring" ]]; then
LOGDIR=$(mktemp -d)/mlts-logs
HOST_CSV=$LOGDIR/benchmark.csv
RESULT_HTML=$LOGDIR/result.html
DEVICE_CSV=/sdcard/mlts_benchmark.csv
mkdir -p $LOGDIR
echo Creating logs in $LOGDIR
# Remove old benchmark csv data
adb shell rm -f ${DEVICE_CSV}
fi
# Set the shell pid as a top-app and run tests
time adb shell "echo $$ > /dev/stune/top-app/tasks; am instrument ${AM_INSTRUMENT_FLAGS} -w -e class $CLASS com.android.nn.benchmark.app/androidx.test.runner.AndroidJUnitRunner"
if [[ "$MODE" == "scoring" ]]; then
adb pull $DEVICE_CSV $HOST_CSV
echo Benchmark data saved in $HOST_CSV
$ANDROID_BUILD_TOP/test/mlts/benchmark/results/generate_result.py $HOST_CSV $RESULT_HTML
echo Results stored in $RESULT_HTML
xdg-open $RESULT_HTML
fi