noise

factories.py

@@ -118,14 +118,14 @@ class PhysicsWithGenerator(torch.nn.Module):
                 circle=False,
                 normalize=True,
                 device=device_str,
-                noise_model=dinv.physics.GaussianNoise(sigma=1e-3).to(device_str),
+                noise_model=dinv.physics.GaussianNoise(sigma=1e-6).to(device_str),
                 max_iter=10,
             )
-            self.physics_generator = SigmaGenerator(sigma_min=1e-3, sigma_max=1e-3, device=device_str)
-            self.generator = SigmaGenerator(sigma_min=1e-3, sigma_max=1e-3, device=device_str)
+            self.physics_generator = SigmaGenerator(sigma_min=1e-6, sigma_max=1e-6, device=device_str)
+            self.generator = SigmaGenerator(sigma_min=1e-6, sigma_max=1e-6, device=device_str)
             self.saved_params = {"updatable_params": {"sigma": 0.1},
                                  "updatable_params_converter": {"sigma": float},
-                                 "fixed_params": {"noise_sigma_min": 1e-3, "noise_sigma_max": 1e-3,
+                                 "fixed_params": {"noise_sigma_min": 1e-6, "noise_sigma_max": 1e-6,
                                                   "angles": angles, "max_iter": 10}}
 
     def display_saved_params(self) -> str: