37 lines
1.1 KiB
Python
37 lines
1.1 KiB
Python
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import pytest
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import torch
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from iopaint.model_manager import ModelManager
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from iopaint.schema import SDSampler, HDStrategy
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from iopaint.tests.utils import check_device, get_config, assert_equal, current_dir
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@pytest.mark.parametrize("device", ["cuda", "mps"])
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@pytest.mark.parametrize("sampler", [SDSampler.ddim])
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def test_sd_match_histograms(device, sampler):
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sd_steps = check_device(device)
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model = ModelManager(
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name="runwayml/stable-diffusion-inpainting",
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device=torch.device(device),
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disable_nsfw=True,
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sd_cpu_textencoder=False,
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)
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cfg = get_config(
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strategy=HDStrategy.ORIGINAL,
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prompt="face of a fox, sitting on a bench",
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sd_steps=sd_steps,
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sd_guidance_scale=7.5,
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sd_lcm_lora=False,
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sd_match_histograms=True,
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sd_sampler=sampler
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)
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assert_equal(
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model,
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cfg,
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f"runway_sd_1_5_device_{device}_match_histograms.png",
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img_p=current_dir / "overture-creations-5sI6fQgYIuo.png",
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mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
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)
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