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from pathlib import Path
import pytest
import torch
from iopaint.model_manager import ModelManager
from iopaint.schema import HDStrategy
from iopaint.tests.utils import get_config, check_device, assert_equal, current_dir
model_name = "timbrooks/instruct-pix2pix"
@pytest.mark.parametrize("device", ["cuda", "mps", "cpu"])
@pytest.mark.parametrize("disable_nsfw", [True, False])
@pytest.mark.parametrize("cpu_offload", [False, True])
def test_instruct_pix2pix(device, disable_nsfw, cpu_offload):
sd_steps = check_device(device)
model = ModelManager(
name=model_name,
device=torch.device(device),
disable_nsfw=disable_nsfw,
sd_cpu_textencoder=False,
cpu_offload=cpu_offload,
)
cfg = get_config(
strategy=HDStrategy.ORIGINAL,
prompt="What if it were snowing?",
sd_steps=sd_steps
)
name = f"device_{device}_disnsfw_{disable_nsfw}_cpu_offload_{cpu_offload}"
assert_equal(
model,
cfg,
f"instruct_pix2pix_{name}.png",
img_p=current_dir / "overture-creations-5sI6fQgYIuo.png",
mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
fx=1.3,
)
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