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Improve stable diffusion image parity test stability (#20904)
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### Description
1. Add one image into whitelist, but if the image is hit, the pipeline
status is warning.
2. adjust the image parity test tolerance



### Motivation and Context
improve pipeline stability
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mszhanyi committed Jun 4, 2024
1 parent 3c561c8 commit c5087b9
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Showing 2 changed files with 12 additions and 4 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -64,11 +64,11 @@ def main():
score = round(generate_score(image1, image2, cache_dir), 2)
print("similarity Score: ", {score})
if args.negative:
if score > 97:
if score > 95:
print("Why generated this incorrect image")
raise SystemExit(1)
else:
if score < 97:
if score < 95:
print(f"{image1} and {image2} are different")
raise SystemExit(1)
else:
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12 changes: 10 additions & 2 deletions tools/ci_build/github/azure-pipelines/bigmodels-ci-pipeline.yml
Original file line number Diff line number Diff line change
Expand Up @@ -172,6 +172,7 @@ stages:
CLIP_MODEL_CACHE: $(Agent.TempDirectory)/clip_cache
STABLE_DIFFUSION_MODEL_CACHE: $(Agent.TempDirectory)/stablediffusion_cache
GenerateImage_DIR: $(Agent.TempDirectory)/images
hitAnother: 'False'
workspace:
clean: all
pool: onnxruntime-Linux-GPU-A10-12G
Expand Down Expand Up @@ -243,7 +244,7 @@ stages:
-v $(CLIP_MODEL_CACHE):/model_cache:rw \
nvcr.io/nvidia/pytorch:22.11-py3 \
bash -c '
set -ex; \
set -x; \
python3 --version; \
python3 -m pip install --upgrade pip; \
pushd /workspace/onnxruntime/python/tools/transformers/models/stable_diffusion/; \
Expand All @@ -252,13 +253,19 @@ stages:
python3 -m pip install -r requirements.txt; \
echo check demo_txt2image.py generate image; \
python3 -u check_image.py --image1 astronaut_riding_error.png --image2 $image2 --cache_dir /model_cache --negative; \
if [ $? -ne 0 ]; then echo "Hit an unexpected image"; exit 1; fi; \
popd ; \
popd ; \
'
' || ( echo "##vso[task.setvariable variable=hitAnother;]True" && exit 1 )
displayName: 'Check if the generated image is wierd'
workingDirectory: $(Build.SourcesDirectory)
# If the generate image hit another test image, make the job status as warning
continueOnError: true
- bash: |
echo "You can use variables: $(hitAnother)"
# The step will execute if the gereneate image doesn't hit another test image
- script: |
docker run --rm --gpus all -v $PWD:/workspace \
-v $(CLIP_MODEL_CACHE):/model_cache:rw \
Expand All @@ -278,6 +285,7 @@ stages:
'
displayName: 'Check the generated image'
workingDirectory: $(Build.SourcesDirectory)
condition: ne(variables.hitAnother, 'True')
- stage: Llama2_ONNX_FP16
dependsOn:
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