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send all three of GFPGAN's and codeformer's models to CPU memory instead of just one for #1283

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AUTOMATIC
2022-10-04 12:32:22 +03:00
parent 556c36b960
commit 6c6ae28bf5
4 changed files with 41 additions and 11 deletions
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12
modules/codeformer_model.py
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@@ -69,10 +69,14 @@ def setup_model(dirname):
self.net = net
self.face_helper = face_helper
self.net.to(devices.device_codeformer)
return net, face_helper
def send_model_to(self, device):
self.net.to(device)
self.face_helper.face_det.to(device)
self.face_helper.face_parse.to(device)
def restore(self, np_image, w=None):
np_image = np_image[:, :, ::-1]
@@ -82,6 +86,8 @@ def setup_model(dirname):
if self.net is None or self.face_helper is None:
return np_image
self.send_model_to(devices.device_codeformer)
self.face_helper.clean_all()
self.face_helper.read_image(np_image)
self.face_helper.get_face_landmarks_5(only_center_face=False, resize=640, eye_dist_threshold=5)
@@ -113,8 +119,10 @@ def setup_model(dirname):
if original_resolution != restored_img.shape[0:2]:
restored_img = cv2.resize(restored_img, (0, 0), fx=original_resolution[1]/restored_img.shape[1], fy=original_resolution[0]/restored_img.shape[0], interpolation=cv2.INTER_LINEAR)
self.face_helper.clean_all()
if shared.opts.face_restoration_unload:
self.net.to(devices.cpu)
self.send_model_to(devices.cpu)
return restored_img