Files
modelscope/tests/export/test_export_stable_diffusion.py
Wang Qiang 6942144ad7 Stable Diffusion model checkpoint export to onnx. (#340)
* stable diffusion export onnx

* fix pre commit bugs

* fix bugs

* safety checker support

* test export stable diffusion
2023-06-28 13:26:19 +08:00

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996 B
Python

# Copyright (c) Alibaba, Inc. and its affiliates.
import os
import shutil
import tempfile
import unittest
from collections import OrderedDict
from modelscope.exporters import Exporter
from modelscope.models import Model
from modelscope.utils.constant import Tasks
from modelscope.utils.test_utils import test_level
class TestExportStableDiffusion(unittest.TestCase):
def setUp(self):
print(('Testing %s.%s' % (type(self).__name__, self._testMethodName)))
self.tmp_dir = tempfile.TemporaryDirectory().name
if not os.path.exists(self.tmp_dir):
os.makedirs(self.tmp_dir)
self.model_id = 'AI-ModelScope/stable-diffusion-v1-5'
@unittest.skipUnless(test_level() >= 0, 'skip test in current test level')
def test_export_stable_diffusion(self):
model = Model.from_pretrained(self.model_id)
Exporter.from_model(model).export_onnx(
output_path=self.tmp_dir, opset=14)
if __name__ == '__main__':
unittest.main()