67 lines
1.8 KiB
YAML
67 lines
1.8 KiB
YAML
name: quantize
|
|
|
|
on:
|
|
push:
|
|
paths-ignore:
|
|
- "demo/**"
|
|
- "tools/**"
|
|
|
|
pull_request:
|
|
paths-ignore:
|
|
- "demo/**"
|
|
- "tools/**"
|
|
- "docs/**"
|
|
|
|
concurrency:
|
|
group: ${{ github.workflow }}-${{ github.ref }}
|
|
cancel-in-progress: true
|
|
|
|
permissions:
|
|
contents: read
|
|
|
|
jobs:
|
|
test_ncnn_PTQ:
|
|
runs-on: ubuntu-20.04
|
|
container:
|
|
image: pytorch/pytorch:1.8.0-cuda11.1-cudnn8-devel
|
|
|
|
strategy:
|
|
matrix:
|
|
python-version: [3.7]
|
|
torch: [1.8.0+cu111]
|
|
mmcv: [1.4.2]
|
|
include:
|
|
- torch: 1.8.0+cu111
|
|
torch_version: torch1.8
|
|
torchvision: 0.9.0+cu111
|
|
|
|
steps:
|
|
- uses: actions/checkout@v3
|
|
- name: Install system dependencies
|
|
run: |
|
|
apt-key adv --keyserver keyserver.ubuntu.com --recv-keys A4B469963BF863CC
|
|
apt-get update && apt-get install -y git wget
|
|
- name: Install dependencies
|
|
run: |
|
|
python -V
|
|
python -m pip install -U pip
|
|
python -m pip install mmcv-full==${{matrix.mmcv}} -f https://download.openmmlab.com/mmcv/dist/cu111/${{matrix.torch_version}}/index.html
|
|
python -m pip install -r requirements.txt
|
|
python -m pip install rapidfuzz==2.15.1
|
|
- name: Install mmcls
|
|
run: |
|
|
cd ~
|
|
git clone -b v0.23.0 --depth 1 https://github.com/open-mmlab/mmclassification.git
|
|
cd mmclassification
|
|
python3 -m pip install -e .
|
|
- name: Install ppq
|
|
run: |
|
|
git clone -b v0.6.6 --depth 1 https://github.com/openppl-public/ppq
|
|
cd ppq
|
|
python3 -m pip install -r requirements.txt
|
|
python3 setup.py install
|
|
- name: Run tests
|
|
run: |
|
|
export PYTHONPATH=${PWD}/ppq:${PYTHONPATH}
|
|
python3 .github/scripts/quantize_to_ncnn.py
|