#!/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. OPTS="$(getopt -o f:rb -l filter-driver:,include-nnapi-reference,nnapi-reference-only,skip-build -- "$@")" if [ $? -ne 0 ]; then echo "Invalid arguments, accepted options are" echo " -f | --filter-driver : to run crash tests only on the drivers (ignoring nnapi-reference) matching the specified regular expression" echo " -r | --include-nnapi-reference : to include nnapi-reference in target drivers" echo " --nnapi-reference-only : to run tests only vs nnapi-reference" echo " -b | --skip-build : skip build and installation of tests" exit fi eval set -- "$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