This commit is contained in:
Qing
2023-12-28 10:48:52 +08:00
parent f0b852725f
commit 9cc9bd7a88
19 changed files with 345 additions and 482 deletions

View File

@@ -4,20 +4,17 @@ import pytest
import torch
from lama_cleaner.model_manager import ModelManager
from lama_cleaner.tests.test_model import get_config, assert_equal
from lama_cleaner.schema import HDStrategy
from lama_cleaner.tests.utils import get_config, check_device, assert_equal, current_dir
current_dir = Path(__file__).parent.absolute().resolve()
save_dir = current_dir / "result"
save_dir.mkdir(exist_ok=True, parents=True)
device = "cuda" if torch.cuda.is_available() else "mps"
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(disable_nsfw, cpu_offload):
sd_steps = 50 if device == "cuda" else 20
def test_instruct_pix2pix(device, disable_nsfw, cpu_offload):
sd_steps = check_device(device)
model = ModelManager(
name=model_name,
device=torch.device(device),
@@ -42,31 +39,3 @@ def test_instruct_pix2pix(disable_nsfw, cpu_offload):
mask_p=current_dir / "overture-creations-5sI6fQgYIuo_mask.png",
fx=1.3,
)
@pytest.mark.parametrize("disable_nsfw", [False])
@pytest.mark.parametrize("cpu_offload", [False])
def test_instruct_pix2pix_snow(disable_nsfw, cpu_offload):
sd_steps = 50 if device == "cuda" else 20
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?",
p2p_steps=sd_steps,
)
name = f"snow"
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",
)