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-rw-r--r--src/text_recognizer/networks/mlp.py6
1 files changed, 3 insertions, 3 deletions
diff --git a/src/text_recognizer/networks/mlp.py b/src/text_recognizer/networks/mlp.py
index d66af28..1101912 100644
--- a/src/text_recognizer/networks/mlp.py
+++ b/src/text_recognizer/networks/mlp.py
@@ -5,7 +5,7 @@ from einops.layers.torch import Rearrange
import torch
from torch import nn
-from text_recognizer.networks.misc import activation_function
+from text_recognizer.networks.util import activation_function
class MLP(nn.Module):
@@ -63,8 +63,8 @@ class MLP(nn.Module):
def forward(self, x: torch.Tensor) -> torch.Tensor:
"""The feedforward pass."""
# If batch dimenstion is missing, it needs to be added.
- if len(x.shape) == 3:
- x = x.unsqueeze(0)
+ if len(x.shape) < 4:
+ x = x[(None,) * (4 - len(x.shape))]
return self.layers(x)
@property