-
Notifications
You must be signed in to change notification settings - Fork 111
147 lines (143 loc) · 6.53 KB
/
test_quantinize.yml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
name: CI testing
on:
pull_request:
paths-ignore:
- "*.md"
- "**/*.md"
- "LICENSE*"
env:
CONTAINER_NAME: onediff-test
REGION_ID: cn-beijing
ACR_ORG: registry.cn-beijing.aliyuncs.com/oneflow
SDXL_BASE: /share_nfs/hf_models/sd_xl_base_1.0.safetensors
UNET_INT8: /share_nfs/hf_models/unet_int8
CONTROL_LORA_OPENPOSEXL2_RANK256: /share_nfs/hf_models/controlnet/control-lora-openposeXL2-rank256.safetensors
SELENIUM_CONTAINER_NAME: selenium-test
SELENIUM_IMAGE: standalone-chrome:119.0-chromedriver-119.0-grid-4.15.0-20231129
concurrency:
group: sd-examples-${{ github.ref }}
cancel-in-progress: true
jobs:
upload_src:
if: github.repository == 'siliconflow/onediff'
runs-on: [ubuntu-latest]
outputs:
onediff_src_url: ${{ steps.upload_to_oss.outputs.onediff_src_url }}
steps:
- name: Setup ossutil
run: |
curl http://gosspublic.alicdn.com/ossutil/1.7.15/ossutil64 -o ossutil64
sudo chmod +x ossutil64
./ossutil64 config -e oss-cn-beijing.aliyuncs.com -i ${{ secrets.OSS_ACCESS_KEY_ID }} -k ${{ secrets.OSS_ACCESS_KEY_SECRET }} -L EN -c $HOME/.ossutilconfig
- name: Checkout
uses: actions/checkout@v4
with:
path: onediff
- name: Pack src
working-directory: onediff
run: |
git reset --hard
git clean -f
git archive --format zip HEAD > onediff-src.zip
- name: Upload src
id: upload_to_oss
run: |
ONEDIFF_DST="oss://gh-src-cache/onediff/${{ github.sha }}/onediff-src.zip"
./ossutil64 cp --disable-ignore-error --update onediff/onediff-src.zip ${ONEDIFF_DST}
echo "onediff_src_url=${ONEDIFF_DST}" >> $GITHUB_OUTPUT
run-examples:
name: " ${{ matrix.test-suite }} ${{ matrix.image }}"
runs-on: [self-hosted, cuda]
needs: [upload_src]
strategy:
fail-fast: false
max-parallel: 5
matrix:
image:
- onediff:cu118
- onediff-pro:cu121
test-suite:
- quantify_image_testing
steps:
- name: Login to ACR with the AccessKey pair
uses: aliyun/acr-login@v1
with:
login-server: https://registry.${{env.REGION_ID}}.aliyuncs.com
username: "${{ secrets.ACR_USERNAME }}"
password: "${{ secrets.ACR_PASSWORD }}"
- name: Fix permissions
run: |
set -x
docker run --rm -v $PWD:$PWD -w $PWD busybox rm -rf *
- name: Setup ossutil
if: github.repository == 'siliconflow/onediff'
run: |
if [ ! -f "$HOME/ossutil64" ]; then
curl http://gosspublic.alicdn.com/ossutil/1.7.15/ossutil64 -o $HOME/ossutil64
chmod +x $HOME/ossutil64
fi
$HOME/ossutil64 config -e oss-cn-beijing.aliyuncs.com -i ${{ secrets.OSS_ACCESS_KEY_ID }} -k ${{ secrets.OSS_ACCESS_KEY_SECRET }} -L EN -c $HOME/.ossutilconfig
- name: Checkout vis OSS
if: github.repository == 'siliconflow/onediff'
run: |
$HOME/ossutil64 cp ${{ needs.upload_src.outputs.onediff_src_url }} .
unzip -o $(basename ${{ needs.upload_src.outputs.onediff_src_url }})
- name: Checkout
if: github.repository != 'siliconflow/onediff'
uses: actions/checkout@v4
- name: Clean docker containers
run: |
docker rm -f ${{ env.CONTAINER_NAME }} || true
docker rm -f ${{ env.SELENIUM_CONTAINER_NAME }} || true
- run: docker image prune -f
- run: |
docker pull ${{ env.ACR_ORG }}/${{ matrix.image }}
- run: docker image prune -f
- name: Setup docker for diffusers examples
if: matrix.test-suite == 'quantify_image_testing'
run: |
env
docker compose -f tests/diffusers-docker-compose.yml up -d
env:
CONTAINER_NAME: ${{ env.CONTAINER_NAME }}
ACR_ORG: ${{ env.ACR_ORG }}
MATRIX_IMAGE: ${{ matrix.image }}
SDXL_BASE: ${{ env.SDXL_BASE }}
UNET_INT8: ${{ env.UNET_INT8 }}
SILICON_ONEDIFF_LICENSE_KEY: ${{ secrets.SILICON_ONEDIFF_LICENSE_KEY }}
- run: docker exec ${{ env.CONTAINER_NAME }} python3 -m oneflow --doctor
- run: docker exec ${{ env.CONTAINER_NAME }} python3 -m pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
- name: Install onediff-quant if needed
if: startsWith(matrix.image, 'onediff-pro')
run: |
docker exec ${{ env.CONTAINER_NAME }} python3 -m pip install --pre onediff-quant -f https://oneflow-pro.oss-cn-beijing.aliyuncs.com/onediff-quant/
- name: Setup OneDiff diffusers extension
if: matrix.test-suite == 'quantify_image_testing'
run: |
docker exec -w /src/onediff/onediff_diffusers_extensions ${{ env.CONTAINER_NAME }} python3 -m pip install -e .
#
- name: Run OneDiff quantization extension
if: matrix.test-suite == 'quantify_image_testing' && startsWith(matrix.image, 'onediff-pro')
run: |
docker exec -w /src/onediff ${{ env.CONTAINER_NAME }} python3 onediff_diffusers_extensions/tools/quantization/quantize-sd-fast.py --model /share_nfs/hf_models/stable-diffusion-v1-5 --quantized_model /src/test/quantized_model_pth --height 512 --width 512 --conv_ssim_threshold 0.991 --linear_ssim_threshold 0.991 --conv_compute_density_threshold 0 --linear_compute_density_threshold 0 --save_as_float true --cache_dir /src/civitai
docker exec -w /src/onediff ${{ env.CONTAINER_NAME }} python3 onediff_diffusers_extensions/examples/text_to_image_sd_enterprise.py --model /src/test/quantized_model_pth --width 512 --height 512 --saved_image /src/test/output_enterprise_sd.png
- name: Run quantization validation script
run: docker exec -w /src/onediff ${{ env.CONTAINER_NAME }} python3 tests/ssim_compare.py
id: validator
- name: Conditional follow-up
if: success()
run: echo "Following up because validation succeeded."
- name: Error handling
if: failure()
run: echo "Handling failure because validation failed."
- name: Shutdown docker for diffusers examples
if: matrix.test-suite == 'quantify_image_testing'
run: |
docker compose -f tests/diffusers-docker-compose.yml down
env:
CONTAINER_NAME: ${{ env.CONTAINER_NAME }}
ACR_ORG: ${{ env.ACR_ORG }}
MATRIX_IMAGE: ${{ matrix.image }}
SDXL_BASE: ${{ env.SDXL_BASE }}
UNET_INT8: ${{ env.UNET_INT8 }}
SILICON_ONEDIFF_LICENSE_KEY: ${{ secrets.SILICON_ONEDIFF_LICENSE_KEY }}