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job_pytorch_models_tests.yml
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name: PyTorch Models tests
on:
workflow_call:
inputs:
runner:
description: 'Machine on which the tests would run'
type: string
required: true
container:
description: 'JSON to be converted to the value of the "container" configuration for the job'
type: string
required: false
default: '{"image": null}'
model_scope:
description: 'Scope of models for testing.'
type: string
required: true
permissions: read-all
jobs:
PyTorch_Models_Tests:
name: PyTorch Models tests
timeout-minutes: ${{ inputs.model_scope == 'precommit' && 45 || 400 }}
runs-on: ${{ inputs.runner }}
container: ${{ fromJSON(inputs.container) }}
defaults:
run:
shell: bash
env:
DEBIAN_FRONTEND: noninteractive # to prevent apt-get from waiting user input
OPENVINO_REPO: ${{ github.workspace }}/openvino
INSTALL_DIR: ${{ github.workspace }}/install
INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
MODEL_HUB_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/model_hub_tests
steps:
- name: Check sudo
if: ${{ runner.os == 'Linux' }}
run: if [ "$(id -u)" -eq 0 ]; then apt update && apt --assume-yes install sudo; fi
- name: Set apt retries
if: runner.os == 'Linux'
run: |
if [ "$(id -u)" -eq 0 ]; then
echo 'Acquire::Retries "10";' > /etc/apt/apt.conf.d/80-retries
else
sudo sh -c "echo 'Acquire::Retries \"10\";' >> /etc/apt/apt.conf.d/80-retries"
fi
- name: Download OpenVINO artifacts (tarballs)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
pattern: openvino_[tests]*
path: ${{ env.INSTALL_DIR }}
merge-multiple: true
- name: Download OpenVINO artifacts (wheels)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
pattern: openvino_[wheels|tokenizers_wheel]*
path: ${{ env.INSTALL_WHEELS_DIR }}
merge-multiple: true
# Needed as ${{ github.workspace }} is not working correctly when using Docker
- name: Setup Variables
run: |
echo "OPENVINO_REPO=$GITHUB_WORKSPACE/openvino" >> "$GITHUB_ENV"
echo "INSTALL_DIR=$GITHUB_WORKSPACE/install" >> "$GITHUB_ENV"
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "MODEL_HUB_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/model_hub_tests" >> "$GITHUB_ENV"
- name: Extract OpenVINO artifacts
run: |
pigz -dc openvino_tests.tar.gz | tar -xf - -C ${INSTALL_DIR}
working-directory: ${{ env.INSTALL_DIR }}
- name: Fetch setup_python action
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
with:
sparse-checkout: |
.github/actions/setup_python/action.yml
sparse-checkout-cone-mode: false
path: 'openvino'
- name: Install dependencies
if: ${{ runner.os == 'Linux' }}
run: |
# install git (required to build pip deps from the sources)
# install 'g++' to build 'detectron2' and 'natten' wheels
sudo apt-get install --assume-yes --no-install-recommends g++ git ca-certificates
- name: Setup Python 3.11
uses: ./openvino/.github/actions/setup_python
with:
version: '3.11'
should-setup-pip-paths: 'false'
self-hosted-runner: ${{ contains(inputs.runner, 'aks') }}
- name: Install OpenVINO Python wheels
run: |
# To enable pytest parallel features
python3 -m pip install ./openvino-*
python3 -m pip install ./openvino_tokenizers-*
working-directory: ${{ env.INSTALL_WHEELS_DIR }}
- name: Install PyTorch tests requirements
run: |
python3 -m pip install -r ${INSTALL_TEST_DIR}/requirements_pytorch
env:
CPLUS_INCLUDE_PATH: ${{ env.Python_ROOT_DIR }}/include/python${{ env.PYTHON_VERSION }}
- name: PyTorch Models Tests Timm and Torchvision
if: ${{ inputs.model_scope == 'precommit' || inputs.model_scope == 'nightly_scope1' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/ -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_model_timm_tv_${{ inputs.model_scope }}_tests.html --self-contained-html -v -n 4 -k "TestTimmConvertModel or TestTorchHubConvertModel or TestEdsrConvertModel"
env:
TYPE: ${{ inputs.model_scope == 'precommit' && 'precommit' || 'nightly' }}
TEST_DEVICE: CPU
OP_REPORT_FILE: ${{ env.INSTALL_TEST_DIR }}/TEST-torch_unsupported_ops.log
- name: PyTorch Models Tests Not Timm or Torchvision
if: ${{ inputs.model_scope == 'precommit' || inputs.model_scope == 'nightly_scope2' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch -m ${TYPE} --html=${INSTALL_TEST_DIR}/TEST-torch_model_${{ inputs.model_scope }}_tests.html --self-contained-html -v -k "not (TestTimmConvertModel or TestTorchHubConvertModel or TestEdsrConvertModel)"
env:
TYPE: ${{ inputs.model_scope == 'precommit' && 'precommit' || 'nightly' }}
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
OP_REPORT_FILE: ${{ env.INSTALL_TEST_DIR }}/TEST-torch_unsupported_ops.log
- name: PagedAttention Test
if: ${{ inputs.model_scope == 'precommit' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_pa_transformation.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_pagedattention_tests.html --self-contained-html -vvv -s --tb=short -n 2
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
- name: RoPE Test
if: ${{ inputs.model_scope == 'precommit' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_transformations.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_rope_tests.html --self-contained-html -v --tb=short -n 2
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
- name: StatefulToStateless Test
if: ${{ inputs.model_scope == 'precommit' }}
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_stateful_to_stateless_transformation.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_stateful_to_stateless_tests.html --self-contained-html -v --tb=short
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
- name: TorchFX GPTQ Pattern Test
if: ${{ inputs.model_scope == 'precommit' }}
# install torch 2.3.1 as newer is not yet supported by openvino backend
run: |
export PYTHONPATH=${MODEL_HUB_TESTS_INSTALL_DIR}:$PYTHONPATH
python3 -m pip install torch==2.3.1 torchvision==0.18.1 torchaudio==2.3.1 --upgrade --index-url https://download.pytorch.org/whl/cpu
python3 -m pytest ${MODEL_HUB_TESTS_INSTALL_DIR}/transformation_tests/test_gptq_torchfx_transformations.py -m precommit --html=${INSTALL_TEST_DIR}/TEST-torch_gptqpattern_tests.html --self-contained-html -v --tb=short
env:
TEST_DEVICE: CPU
USE_SYSTEM_CACHE: False
- name: Reformat unsupported ops file
if: ${{ inputs.model_scope != 'precommit' && !cancelled()}}
run: |
python3 ${MODEL_HUB_TESTS_INSTALL_DIR}/pytorch/scripts/process_op_report.py ${INSTALL_TEST_DIR}/TEST-torch_unsupported_ops.log
- name: Available storage after tests
run: |
echo "Available storage:"
df -h
- name: Upload Test Results
uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4.4.3
if: ${{ !cancelled() }}
with:
name: test-results-torch-models-${{ inputs.model_scope }}
path: |
${{ env.INSTALL_TEST_DIR }}/TEST-torch*
if-no-files-found: 'error'