215 lines
8.1 KiB
Python
215 lines
8.1 KiB
Python
# -*- coding: utf-8 -*-
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# Copyright (c) Alibaba, Inc. and its affiliates.
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import os
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import unittest
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class TrainTest(unittest.TestCase):
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def setUp(self):
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print(('Testing %s.%s' % (type(self).__name__, self._testMethodName)))
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self.tmp_dir = './cache/save_data'
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if not os.path.exists(self.tmp_dir):
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os.makedirs(self.tmp_dir)
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self.data_dir = './cache/datasets'
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if not os.path.exists(self.data_dir):
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data_cmd = """mkdir -p cache/datasets/ && wget 'https://www.modelscope.cn/api/v1/models
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/iic/scepter/repo?Revision=master&FilePath=datasets/3D_example_txt.zip'
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-O cache/datasets/3D_example_txt.zip &&
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unzip cache/datasets/3D_example_txt.zip
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-d cache/datasets/ && rm cache/datasets/3D_example_txt.zip"""
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os.system(data_cmd)
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def tearDown(self):
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super().tearDown()
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@unittest.skip('')
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def test_generation_example_full(self):
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_1.5_512.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd15_512_full/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_2.1_512.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd21_512_full/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_2.1_768.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd21_768_full/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_xl_1024.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sdxl_1024_full/checkpoints')))
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@unittest.skip('')
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def test_generation_example_lora(self):
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_1.5_512_lora.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd15_512_lora/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_2.1_512_lora.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd21_512_lora/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_2.1_768_lora.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd21_768_lora/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/examples/generation/stable_diffusion_xl_1024_lora.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sdxl_1024_lora/checkpoints')))
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@unittest.skip('')
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def test_generation_example_scedit_t2i_swift(self):
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/t2i/sd15_512_sce_t2i_swift.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sd15_512_sce_t2i_swift/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/t2i/sd21_768_sce_t2i_swift.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sd21_768_sce_t2i_swift/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/t2i/sdxl_1024_sce_t2i_swift.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sdxl_1024_sce_t2i_swift/checkpoints')))
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@unittest.skip('')
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def test_generation_example_scedit_t2i(self):
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os.system('python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/t2i/sd15_512_sce_t2i.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd15_512_sce_t2i/checkpoints')))
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os.system('python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/t2i/sd21_768_sce_t2i.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sd21_768_sce_t2i/checkpoints')))
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os.system('python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/t2i/sdxl_1024_sce_t2i.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir, 'sdxl_1024_sce_t2i/checkpoints')))
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@unittest.skip('')
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def test_generation_example_scedit_ctr(self):
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os.system('python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/ctr/sd15_512_sce_ctr_hed.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sd15_512_sce_ctr_hed/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/ctr/sd21_768_sce_ctr_canny.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sd21_768_sce_ctr_canny/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/ctr/sd21_768_sce_ctr_pose.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sd21_768_sce_ctr_pose/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/ctr/sdxl_1024_sce_ctr_depth.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sdxl_1024_sce_ctr_depth/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/ctr/sdxl_1024_sce_ctr_color.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sdxl_1024_sce_ctr_color/checkpoints')))
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@unittest.skip('')
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def test_generation_example_datatxt(self):
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/t2i/sdxl_1024_sce_t2i_datatxt.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sdxl_1024_sce_t2i_datatxt/checkpoints')))
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os.system(
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'python scepter/tools/run_train.py '
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'--cfg scepter/methods/scedit/ctr/sdxl_1024_sce_ctr_color_datatxt.yaml '
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'--max_steps 100')
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self.assertTrue(
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os.path.exists(
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os.path.join(self.tmp_dir,
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'sdxl_1024_sce_ctr_color_datatxt/checkpoints')))
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if __name__ == '__main__':
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unittest.main()
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