diff --git a/tests/pytorch_tests/model_tests/feature_models/linear_function_test.py b/tests/pytorch_tests/model_tests/feature_models/linear_function_test.py
index a14fa25b4..30dae8e22 100644
--- a/tests/pytorch_tests/model_tests/feature_models/linear_function_test.py
+++ b/tests/pytorch_tests/model_tests/feature_models/linear_function_test.py
@@ -26,11 +26,13 @@ class LinearFNet(torch.nn.Module):
     def __init__(self):
         super(LinearFNet, self).__init__()
         self.fc1 = torch.nn.Linear(in_features=1000, out_features=100, bias=False)
-        self.fc2 = torch.nn.Linear(in_features=100, out_features=10, bias=True)
+        self.fc2 = torch.nn.Linear(in_features=100, out_features=50, bias=True)
+        self.fc3 = torch.nn.Linear(in_features=50, out_features=10, bias=False)
 
     def forward(self, x):
         x = F.linear(x, self.fc1.weight, self.fc1.bias)
-        y = F.linear(x, bias=self.fc2.bias, weight=self.fc2.weight)
+        x = F.linear(x, bias=self.fc2.bias, weight=self.fc2.weight)
+        y = F.linear(x, self.fc3.weight, bias=None)
         return y