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update test

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Qing 2022-09-05 13:07:25 +08:00
parent 3cc9521221
commit 23943b0ebd
1 changed files with 7 additions and 5 deletions
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12
lama_cleaner/tests/test_model.py
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@ -2,11 +2,13 @@ from pathlib import Path
import cv2 import cv2
import pytest import pytest
import torch
from lama_cleaner.model_manager import ModelManager from lama_cleaner.model_manager import ModelManager
from lama_cleaner.schema import Config, HDStrategy, LDMSampler from lama_cleaner.schema import Config, HDStrategy, LDMSampler
current_dir = Path(__file__).parent.absolute().resolve() current_dir = Path(__file__).parent.absolute().resolve()
device = 'cuda' if torch.cuda.is_available() else 'cpu'
def get_data(fx=1, fy=1.0): def get_data(fx=1, fy=1.0):
@ -55,7 +57,7 @@ def assert_equal(model, config, gt_name, fx=1, fy=1):
"strategy", [HDStrategy.ORIGINAL, HDStrategy.RESIZE, HDStrategy.CROP] "strategy", [HDStrategy.ORIGINAL, HDStrategy.RESIZE, HDStrategy.CROP]
) )
def test_lama(strategy): def test_lama(strategy):
model = ModelManager(name="lama", device="cpu") model = ModelManager(name="lama", device=device)
assert_equal( assert_equal(
model, model,
get_config(strategy), get_config(strategy),
@ -76,7 +78,7 @@ def test_lama(strategy):
) )
@pytest.mark.parametrize("ldm_sampler", [LDMSampler.ddim, LDMSampler.plms]) @pytest.mark.parametrize("ldm_sampler", [LDMSampler.ddim, LDMSampler.plms])
def test_ldm(strategy, ldm_sampler): def test_ldm(strategy, ldm_sampler):
model = ModelManager(name="ldm", device="cpu") model = ModelManager(name="ldm", device=device)
cfg = get_config(strategy, ldm_sampler=ldm_sampler) cfg = get_config(strategy, ldm_sampler=ldm_sampler)
assert_equal( assert_equal(
model, cfg, f"ldm_{strategy[0].upper() + strategy[1:]}_{ldm_sampler}_result.png" model, cfg, f"ldm_{strategy[0].upper() + strategy[1:]}_{ldm_sampler}_result.png"
@ -96,7 +98,7 @@ def test_ldm(strategy, ldm_sampler):
) )
@pytest.mark.parametrize("zits_wireframe", [False, True]) @pytest.mark.parametrize("zits_wireframe", [False, True])
def test_zits(strategy, zits_wireframe): def test_zits(strategy, zits_wireframe):
model = ModelManager(name="zits", device="cpu") model = ModelManager(name="zits", device=device)
cfg = get_config(strategy, zits_wireframe=zits_wireframe) cfg = get_config(strategy, zits_wireframe=zits_wireframe)
# os.environ['ZITS_DEBUG_LINE_PATH'] = str(current_dir / 'zits_debug_line.jpg') # os.environ['ZITS_DEBUG_LINE_PATH'] = str(current_dir / 'zits_debug_line.jpg')
# os.environ['ZITS_DEBUG_EDGE_PATH'] = str(current_dir / 'zits_debug_edge.jpg') # os.environ['ZITS_DEBUG_EDGE_PATH'] = str(current_dir / 'zits_debug_edge.jpg')
@ -119,7 +121,7 @@ def test_zits(strategy, zits_wireframe):
"strategy", [HDStrategy.ORIGINAL] "strategy", [HDStrategy.ORIGINAL]
) )
def test_mat(strategy): def test_mat(strategy):
model = ModelManager(name="mat", device="cpu") model = ModelManager(name="mat", device=device)
cfg = get_config(strategy) cfg = get_config(strategy)
assert_equal( assert_equal(
@ -133,7 +135,7 @@ def test_mat(strategy):
"strategy", [HDStrategy.ORIGINAL] "strategy", [HDStrategy.ORIGINAL]
) )
def test_fcf(strategy): def test_fcf(strategy):
model = ModelManager(name="fcf", device="cpu") model = ModelManager(name="fcf", device=device)
cfg = get_config(strategy) cfg = get_config(strategy)
assert_equal( assert_equal(