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### Changes Add workflow "Test install" - Add removable_tmp_path to clean venv after test, to avoid reach space limit on host. - Remove test_install_with_tests_requirements - Check only `python -m venv` - Split 'helper.py' to run install test without install `pip install -e .` ### Tests [run](https://github.com/openvinotoolkit/nncf/actions/runs/11818198847)
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name: Test install | ||
permissions: read-all | ||
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on: | ||
workflow_dispatch: | ||
inputs: | ||
pull_request_number: | ||
description: 'The pull request number' | ||
default: '' | ||
schedule: | ||
- cron: '0 0 * * *' | ||
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jobs: | ||
install-cpu: | ||
name: Test install [${{ matrix.backend }} - ${{ matrix.runner }}] | ||
runs-on: ${{ matrix.runner }} | ||
strategy: | ||
fail-fast: false | ||
matrix: | ||
backend: ["torch", "tf", "onnx", "openvino"] | ||
runner: ["windows-latest", "ubuntu-22.04"] | ||
defaults: | ||
run: | ||
shell: bash | ||
steps: | ||
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6 | ||
with: | ||
lfs: true | ||
fetch-depth: 0 # Fetch full history to allow checking out any branch or PR | ||
- name: Fetch and Checkout the Pull Request Branch | ||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.pull_request_number != '' }} | ||
run: | | ||
git fetch origin pull/${{ github.event.inputs.pull_request_number }}/head:pr-${{ github.event.inputs.pull_request_number }} | ||
git checkout pr-${{ github.event.inputs.pull_request_number }} | ||
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0 | ||
with: | ||
python-version: "3.10" | ||
cache: pip | ||
- name: Install test requirements | ||
run: | | ||
pip install -r tests/cross_fw/examples/requirements.txt | ||
- name: Print installed modules | ||
run: pip list | ||
- name: Run install test scope | ||
run: pytest tests/cross_fw/install -rA -s --host-configuration cpu --backend ${{ matrix.backend }} | ||
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install-torch-gpu: | ||
name: Test install [torch - ubuntu-gpu] | ||
defaults: | ||
run: | ||
shell: bash | ||
runs-on: aks-linux-4-cores-28gb-gpu-tesla-t4 | ||
env: | ||
DEBIAN_FRONTEND: noninteractive | ||
steps: | ||
- name: Install dependencies | ||
run : | | ||
sudo apt-get update | ||
sudo apt-get --assume-yes install build-essential ninja-build libgl1-mesa-dev libglib2.0-0 wget make virtualenv | ||
- name: Download CUDA | ||
run: | | ||
wget -q https://developer.download.nvidia.com/compute/cuda/12.4.0/local_installers/cuda_12.4.0_550.54.14_linux.run | ||
sudo sh cuda_12.4.0_550.54.14_linux.run --toolkit --silent | ||
- name: Runner info | ||
continue-on-error: true | ||
run: | | ||
export PATH=/usr/local/cuda-12.4/bin${PATH:+:${PATH}} | ||
export LD_LIBRARY_PATH=/usr/local/cuda-12.4/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}} | ||
nvidia-smi | ||
cat /proc/cpuinfo | ||
nvcc --version | ||
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6 | ||
with: | ||
lfs: true | ||
- name: Fetch and Checkout the Pull Request Branch | ||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.pull_request_number != '' }} | ||
run: | | ||
git fetch origin pull/${{ github.event.inputs.pull_request_number }}/head:pr-${{ github.event.inputs.pull_request_number }} | ||
git checkout pr-${{ github.event.inputs.pull_request_number }} | ||
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0 | ||
with: | ||
python-version: 3.10.14 | ||
cache: pip | ||
- name: Install test requirements | ||
run: | | ||
pip install -r tests/cross_fw/examples/requirements.txt | ||
- name: Print installed modules | ||
run: pip list | ||
- name: Run install test scope | ||
run: | | ||
export PATH=/usr/local/cuda-12.4/bin${PATH:+:${PATH}} | ||
export LD_LIBRARY_PATH=/usr/local/cuda-12.4/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}} | ||
pytest tests/cross_fw/install -rA -s --host-configuration gpu --backend torch |
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# Copyright (c) 2024 Intel Corporation | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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from abc import ABC | ||
from abc import abstractmethod | ||
from typing import Callable, Dict, List, TypeVar, Union | ||
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import numpy as np | ||
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TensorType = TypeVar("TensorType") | ||
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class BaseTensorListComparator(ABC): | ||
@classmethod | ||
@abstractmethod | ||
def _to_numpy(cls, tensor: TensorType) -> np.ndarray: | ||
pass | ||
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@classmethod | ||
def _check_assertion( | ||
cls, | ||
test: Union[TensorType, List[TensorType]], | ||
reference: Union[TensorType, List[TensorType]], | ||
assert_fn: Callable[[np.ndarray, np.ndarray], bool], | ||
): | ||
if not isinstance(test, list): | ||
test = [test] | ||
if not isinstance(reference, list): | ||
reference = [reference] | ||
assert len(test) == len(reference) | ||
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for x, y in zip(test, reference): | ||
x = cls._to_numpy(x) | ||
y = cls._to_numpy(y) | ||
assert_fn(x, y) | ||
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@classmethod | ||
def check_equal( | ||
cls, | ||
test: Union[TensorType, List[TensorType]], | ||
reference: Union[TensorType, List[TensorType]], | ||
rtol: float = 1e-1, | ||
atol=0, | ||
): | ||
cls._check_assertion(test, reference, lambda x, y: np.testing.assert_allclose(x, y, rtol=rtol, atol=atol)) | ||
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@classmethod | ||
def check_not_equal( | ||
cls, | ||
test: Union[TensorType, List[TensorType]], | ||
reference: Union[TensorType, List[TensorType]], | ||
rtol: float = 1e-4, | ||
): | ||
cls._check_assertion( | ||
test, | ||
reference, | ||
lambda x, y: np.testing.assert_raises(AssertionError, np.testing.assert_allclose, x, y, rtol=rtol), | ||
) | ||
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@classmethod | ||
def check_less( | ||
cls, test: Union[TensorType, List[TensorType]], reference: Union[TensorType, List[TensorType]], rtol=1e-4 | ||
): | ||
cls.check_not_equal(test, reference, rtol=rtol) | ||
cls._check_assertion(test, reference, np.testing.assert_array_less) | ||
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@classmethod | ||
def check_greater( | ||
cls, test: Union[TensorType, List[TensorType]], reference: Union[TensorType, List[TensorType]], rtol=1e-4 | ||
): | ||
cls.check_not_equal(test, reference, rtol=rtol) | ||
cls._check_assertion( | ||
test, reference, lambda x, y: np.testing.assert_raises(AssertionError, np.testing.assert_array_less, x, y) | ||
) | ||
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def compare_stats(expected: Dict[str, np.ndarray], actual: Dict[str, np.ndarray]): | ||
assert len(expected) == len(actual) | ||
for ref_node_name, ref_stats in expected.items(): | ||
actual_stats = actual[ref_node_name] | ||
for param_name, ref_param in ref_stats.items(): | ||
actual_param = actual_stats.get(param_name) | ||
assert np.array(ref_param).shape == np.array(actual_param).shape | ||
assert np.allclose(ref_param, actual_param, atol=1e-5) |
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