added inpainting

factories.py

@@ -84,17 +84,18 @@ class PhysicsWithGenerator(torch.nn.Module):
                                  "fixed_params": {"noise_sigma_min": 0.05, "noise_sigma_max": 0.05,
                                                   "blur_sigma": 4.0, "psf_size": 31, "num_channels": 1}}
         elif self.name == "Inpainting":
+            sigma = 0.05
+            split_ratio = 0.3
+            pixelwise = False
             self.physics = dinv.physics.Inpainting(tensor_size=(256, 256), mask=split_ratio,
                                                    noise_model=dinv.physics.GaussianNoise(sigma=sigma),
                                                    device=device_str)
             self.physics_generator = dinv.physics.generator.BernoulliSplittingMaskGenerator((3, 256, 256),
                                                                                               split_ratio=split_ratio, pixelwise=pixelwise,
-                                                                                              random_split_ratio=True, min_split_ratio=split_ratio,
-                                                                                              max_split_ratio=split_ratio, device=device_str)
+                                                                                              random_split_ratio=True, device=device_str)
             self.generator = dinv.physics.generator.BernoulliSplittingMaskGenerator((3, 256, 256),
-                                                                                  split_ratio=split_ratio, pixelwise=pixelwise,
-                                                                                  random_split_ratio=True, min_split_ratio=split_ratio,
-                                                                                  max_split_ratio=split_ratio, device=device_str)
+                                                                                              split_ratio=split_ratio, pixelwise=pixelwise,
+                                                                                              random_split_ratio=True, device=device_str)
 
             self.saved_params = {"updatable_params": {},
                                  "updatable_params_converter": {"sigma": float},