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Qualcomm AI Engine Direct - Llama Inference Refactor & Support SQNR Evaluation #16506

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Qualcomm AI Engine Direct - Llama Inference Refactor & Support SQNR Evaluation #16506

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6 changes: 5 additions & 1 deletion .ci/scripts/test_qnn_static_llm.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,7 @@ pip install graphviz
set +e

echo "Executing task: $TASK_NAME"
EXTRA_FLAGS=""
if [[ "${TASK_NAME}" == "stories_110m" ]]; then
# Download stories llama110m artifacts
download_stories_model_artifacts
Expand Down Expand Up @@ -80,7 +81,10 @@ elif [[ "${TASK_NAME}" == "stories_260k_bc" ]]; then
fi

elif [[ "${TASK_NAME}" == "smollm2_135m" ]]; then
$PYTHON_EXECUTABLE backends/qualcomm/tests/test_qnn_delegate.py -k TestExampleLLMScript.test_static_llm_model --model_name smollm2_135m --model SM8650 --build_folder build-x86/ --executorch_root . --artifact_dir ./static_smollm2 --enable_x86_64
if [ -n "$2" ]; then
EXTRA_FLAGS="$EXTRA_FLAGS --static_llm_eval_method $2"
fi
$PYTHON_EXECUTABLE backends/qualcomm/tests/test_qnn_delegate.py -k TestExampleLLMScript.test_static_llm_model --model_name smollm2_135m --model SM8650 --build_folder build-x86/ --executorch_root . --artifact_dir ./static_smollm2 --enable_x86_64 $EXTRA_FLAGS
exit_code1=$?
if [ $exit_code1 -ne 0 ]; then
exit 1
Expand Down
2 changes: 1 addition & 1 deletion .github/workflows/nightly.yml
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Expand Up @@ -69,4 +69,4 @@ jobs:
# Setup install_requirements for llama
PYTHON_EXECUTABLE=python bash examples/models/llama/install_requirements.sh

PYTHON_EXECUTABLE=python bash .ci/scripts/test_qnn_static_llm.sh ${{ matrix.task }}
PYTHON_EXECUTABLE=python bash .ci/scripts/test_qnn_static_llm.sh ${{ matrix.task }} wikitext_ppl
34 changes: 34 additions & 0 deletions .github/workflows/pull.yml
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Expand Up @@ -598,6 +598,40 @@ jobs:

PYTHON_EXECUTABLE=python bash .ci/scripts/test_qnn_static_llm.sh ${{ matrix.task }}

test-sqnr-static-llm-qnn-linux:
name: test-sqnr-static-llm-qnn-linux
uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
permissions:
id-token: write
contents: read
strategy:
matrix:
task: [smollm2_135m]
fail-fast: false
with:
runner: linux.2xlarge
docker-image: ci-image:executorch-ubuntu-22.04-qnn-sdk
submodules: 'recursive'
ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
timeout: 180
script: |
# The generic Linux job chooses to use base env, not the one setup by the image
CONDA_ENV=$(conda env list --json | jq -r ".envs | .[-1]")
conda activate "${CONDA_ENV}"

BUILD_TOOL="cmake"

PYTHON_EXECUTABLE=python bash .ci/scripts/setup-qnn-deps.sh
PYTHON_EXECUTABLE=python bash .ci/scripts/build-qnn-sdk.sh

# Setup executorch
PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh --build-tool "${BUILD_TOOL}"

# Setup install_requirements for llama
PYTHON_EXECUTABLE=python bash examples/models/llama/install_requirements.sh

PYTHON_EXECUTABLE=python bash .ci/scripts/test_qnn_static_llm.sh ${{ matrix.task }} sqnr

test-qnn-models-linux:
name: test-qnn-models-linux
uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
Expand Down
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