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Benchmark app and testspec update #5240

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8d4e201
Try with any pte
kirklandsign Sep 10, 2024
5de41f0
Modify minibench app to product json result
kirklandsign Sep 12, 2024
e7003c5
Llm undo change
kirklandsign Sep 12, 2024
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40 changes: 29 additions & 11 deletions extension/android/benchmark/android-llm-device-farm-test-spec.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -10,18 +10,20 @@ phases:
commands:
# Prepare the model and the tokenizer
- adb -s $DEVICEFARM_DEVICE_UDID shell "ls -la /sdcard/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "mkdir -p /data/local/tmp/llama/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "mv /sdcard/*.bin /data/local/tmp/llama/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "mv /sdcard/*.pte /data/local/tmp/llama/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "chmod 664 /data/local/tmp/llama/*.bin"
- adb -s $DEVICEFARM_DEVICE_UDID shell "chmod 664 /data/local/tmp/llama/*.pte"
- adb -s $DEVICEFARM_DEVICE_UDID shell "ls -la /data/local/tmp/llama/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "mkdir -p /data/local/tmp/minibench/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "mv /sdcard/*.bin /data/local/tmp/minibench/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "mv /sdcard/*.pte /data/local/tmp/minibench/"
- adb -s $DEVICEFARM_DEVICE_UDID shell "chmod 664 /data/local/tmp/minibench/*.bin"
- adb -s $DEVICEFARM_DEVICE_UDID shell "chmod 664 /data/local/tmp/minibench/*.pte"
- adb -s $DEVICEFARM_DEVICE_UDID shell "ls -la /data/local/tmp/minibench/"

test:
commands:
# By default, the following ADB command is used by Device Farm to run your Instrumentation test.
# Please refer to Android's documentation for more options on running instrumentation tests with adb:
# https://developer.android.com/studio/test/command-line#run-tests-with-adb

# Run the Instrumentation test for sanity check
- echo "Starting the Instrumentation test"
- |
adb -s $DEVICEFARM_DEVICE_UDID shell "am instrument -r -w --no-window-animation \
Expand Down Expand Up @@ -67,15 +69,31 @@ phases:
fi;

# Run the new generic benchmark activity https://developer.android.com/tools/adb#am
- echo "Run LLM benchmark"
- echo "Determine model type"
- |
BIN_FOUND="$(adb -s $DEVICEFARM_DEVICE_UDID shell find /data/local/tmp/minibench/ -name '*.bin')"
if [ -z "$BIN_FOUND" ]; then
echo "No tokenizer files found in /data/local/tmp/minibench/"
else
echo "tokenizer files found in /data/local/tmp/minibench/"
fi

- echo "Run benchmark"
- |
adb -s $DEVICEFARM_DEVICE_UDID shell am start -W -n org.pytorch.minibench/.LlmBenchmarkActivity \
--es "model_dir" "/data/local/tmp/llama" \
--es "tokenizer_path" "/data/local/tmp/llama/tokenizer.bin"
adb -s $DEVICEFARM_DEVICE_UDID shell am force-stop org.pytorch.minibench
if [ -z "$BIN_FOUND" ]; then
adb -s $DEVICEFARM_DEVICE_UDID shell am start -W -n org.pytorch.minibench/.BenchmarkActivity \
--es "model_dir" "/data/local/tmp/minibench"
else
adb -s $DEVICEFARM_DEVICE_UDID shell am start -W -n org.pytorch.minibench/.LlmBenchmarkActivity \
--es "model_dir" "/data/local/tmp/minibench" \
--es "tokenizer_path" "/data/local/tmp/minibench/tokenizer.bin"
fi


post_test:
commands:
- echo "Gather LLM benchmark results"
- echo "Gather benchmark results"
- |
BENCHMARK_RESULTS=""
ATTEMPT=0
Expand Down
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