diff --git a/src/frdc/models/inceptionv3.py b/src/frdc/models/inceptionv3.py
index df29187b..4ee47ed6 100644
--- a/src/frdc/models/inceptionv3.py
+++ b/src/frdc/models/inceptionv3.py
@@ -4,24 +4,12 @@
 from sklearn.preprocessing import OrdinalEncoder, StandardScaler
 from torch import nn
 from torchvision.models import Inception_V3_Weights, inception_v3
-from torchvision.models.inception import Inception3
+from torchvision.models.inception import BasicConv2d, Inception3
 
 from frdc.train.mixmatch_module import MixMatchModule
 from frdc.utils.ema import EMA
 
 
-class BasicConv2d(nn.Module):
-    def __init__(self, in_channels: int, out_channels: int, **kwargs) -> None:
-        super().__init__()
-        self.conv = nn.Conv2d(in_channels, out_channels, bias=False, **kwargs)
-        self.bn = nn.BatchNorm2d(out_channels, eps=0.001)
-
-    def forward(self, x):
-        x = self.conv(x)
-        x = self.bn(x)
-        return x
-
-
 class InceptionV3MixMatchModule(MixMatchModule):
     INCEPTION_OUT_DIMS = 2048
     INCEPTION_AUX_DIMS = 1000