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[TorchFX] Experimental quantization using torch.ao quantizer #202

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[TorchFX] Experimental quantization using torch.ao quantizer

[TorchFX] Experimental quantization using torch.ao quantizer #202

Workflow file for this run

.github/workflows/precommit.yml at d1941f3
name: precommit
permissions: read-all
on:
pull_request:
types:
- opened
- reopened
- synchronize
paths-ignore:
- '**/*.md'
- 'docs/**/*'
- 'tests/post_training/*' # post_training tests runs on Jenkins
- 'tests/torch/sota_checkpoints_eval.json' # reference for PT e2e
- 'tests/tensorflow/sota_checkpoints_eval.json' # reference for TF e2e
- 'tests/cross_fw/examples/*' # examples tests runs in separate workflow
jobs:
common:
runs-on: ubuntu-20.04
steps:
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
with:
lfs: true
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
cache: pip
- name: Install NNCF and test requirements
run: make install-common-test
- name: Print installed modules
run: pip list
- name: Run common precommit test scope
run: make test-common
env:
NUM_WORKERS: 2
onnx:
runs-on: ubuntu-20.04-8-cores
steps:
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
with:
lfs: true
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
- name: Install NNCF and test requirements
run: make install-onnx-test
- name: Print installed modules
run: pip list
- name: Run ONNX precommit test scope
run: make test-onnx
env:
NUM_WORKERS: 4
openvino:
runs-on: ubuntu-20.04-8-cores
steps:
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
with:
lfs: true
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
cache: pip
- name: Install NNCF and test requirements
run: make install-openvino-test
- name: Print installed modules
run: pip list
- name: Run OV precommit test scope
run: make test-openvino
env:
NUM_WORKERS: 4
pytorch-cpu:
timeout-minutes: 40
defaults:
run:
shell: bash
runs-on: ubuntu-20.04-8-cores
env:
DEBIAN_FRONTEND: noninteractive
steps:
- name: Install dependencies
run : |
sudo apt-get update
sudo apt-get --assume-yes install gcc g++ build-essential ninja-build libgl1-mesa-dev libglib2.0-0
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
with:
lfs: true
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
cache: pip
- name: Runner info
continue-on-error: true
run: |
cat /etc/*release
cat /proc/cpuinfo
- name: Install NNCF and test requirements
run: make install-torch-test
- name: Print installed modules
run: pip list
- name: Run PyTorch precommit test scope
run: |
make test-torch-cpu
env:
NUM_WORKERS: 4
pytorch-cuda:
timeout-minutes: 40
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
- 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
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
cache: pip
- name: Install NNCF and test requirements
run: make install-torch-test
- name: Print installed modules
run: pip list
- name: Check CUDA
run: |
python -c "import torch; print(torch.cuda.is_available())"
- name: Run PyTorch precommit 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}}
make test-torch-cuda
tensorflow:
timeout-minutes: 40
defaults:
run:
shell: bash
runs-on: ubuntu-20.04-8-cores
env:
DEBIAN_FRONTEND: noninteractive
steps:
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
with:
lfs: true
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
cache: pip
- name: Install NNCF and test requirements
run: make install-tensorflow-test
- name: Print installed modules
run: pip list
- name: Run TensorFlow precommit test scope
run: make test-tensorflow
env:
NUM_WORKERS: 6
tools:
runs-on: ubuntu-20.04
steps:
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
with:
lfs: true
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
cache: pip
- name: Install NNCF and test requirements
run: pip install -r tests/tools/requirements.txt
- name: Print installed modules
run: pip list
- name: Run tools precommit test scope
run: PYTHONPATH=./ pytest -ra tests/tools
pytorch2-cpu:
runs-on: ubuntu-20.04
steps:
- uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v4.1.6
with:
lfs: true
- uses: actions/setup-python@0a5c61591373683505ea898e09a3ea4f39ef2b9c # v5.0.0
with:
python-version: 3.10.14
cache: pip
- name: Install NNCF and test requirements
run: |
pip install -e .
pip install -r tests/torch2/requirements.txt
- name: Print installed modules
run: pip list
- name: Run torch2 precommit test scope
run: pytest -ra tests/torch2 -m "not cuda"