Upload guider.py

normal_guider_net/guider.py

@@ -0,0 +1,19 @@
+import torch.nn as nn
+from diffusers.configuration_utils import ConfigMixin, register_to_config
+from diffusers.models.modeling_utils import ModelMixin
+
+
+class GuiderNet(ModelMixin, ConfigMixin):
+    @register_to_config
+    def __init__(self, in_channels=3, mid_channels=4, out_channels=8):
+        super().__init__()
+        self.layers = nn.Sequential(
+            nn.Conv2d(in_channels, mid_channels, 4, 2, 1),
+            nn.SiLU(),
+            nn.Conv2d(mid_channels, mid_channels, 4, 2, 1),
+            nn.SiLU(),
+            nn.Conv2d(mid_channels, out_channels, 4, 2, 1),
+        )
+
+    def forward(self, x):
+        return self.layers(x)