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Fix memory leak and reduce memory usage

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This commit is contained in:
Jairo Correa
2022-09-28 22:14:13 -03:00
parent 041d2aefc0
commit c938679de7
6 changed files with 42 additions and 16 deletions
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6
modules/codeformer_model.py
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@@ -89,7 +89,7 @@ def setup_codeformer():
output = self.net(cropped_face_t, w=w if w is not None else shared.opts.code_former_weight, adain=True)[0]
restored_face = tensor2img(output, rgb2bgr=True, min_max=(-1, 1))
del output
torch.cuda.empty_cache()
devices.torch_gc()
except Exception as error:
print(f'\tFailed inference for CodeFormer: {error}', file=sys.stderr)
restored_face = tensor2img(cropped_face_t, rgb2bgr=True, min_max=(-1, 1))
@@ -106,7 +106,9 @@ def setup_codeformer():
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)
if shared.opts.face_restoration_unload:
self.net.to(devices.cpu)
self.net = None
self.face_helper = None
devices.torch_gc()
return restored_img