1 files changed, 0 insertions, 13 deletions

diff --git a/training/functional.py b/training/functional.py
index f68faf9..3c7848f 100644
--- a/training/functional.py
+++ b/training/functional.py
@@ -348,7 +348,6 @@ def loss_step(
     guidance_scale: float,
     prior_loss_weight: float,
     seed: int,
-    offset_noise_strength: float,
     input_pertubation: float,
     disc: Optional[ConvNeXtDiscriminator],
     min_snr_gamma: int,
@@ -377,16 +376,6 @@ def loss_step(
     )
     applied_noise = noise
 
-    if offset_noise_strength != 0:
-        applied_noise = applied_noise + offset_noise_strength * perlin_noise(
-            latents.shape,
-            res=1,
-            octaves=4,
-            dtype=latents.dtype,
-            device=latents.device,
-            generator=generator,
-        )
-
     if input_pertubation != 0:
         applied_noise = applied_noise + input_pertubation * torch.randn(
             latents.shape,
@@ -751,7 +740,6 @@ def train(
     global_step_offset: int = 0,
     guidance_scale: float = 0.0,
     prior_loss_weight: float = 1.0,
-    offset_noise_strength: float = 0.01,
     input_pertubation: float = 0.1,
     disc: Optional[ConvNeXtDiscriminator] = None,
     schedule_sampler: Optional[ScheduleSampler] = None,
@@ -814,7 +802,6 @@ def train(
         guidance_scale,
         prior_loss_weight,
         seed,
-        offset_noise_strength,
         input_pertubation,
         disc,
         min_snr_gamma,