Update src/utils.py

src/utils.py

@@ -53,15 +53,14 @@ class M(nn.Module):
     def forward(s, x, rl=False):
         l, o = s.e(x), s.d(s.e(x))
         return (o.clamp(0, 1), l) if rl else o.clamp(0, 1)
-def filter_state_dict(model, state_dict_path):
-    global E
-    state_dict = t.load(state_dict_path, map_location="cpu", weights_only=True)
-    prefix = 'encoder.' if type(model) == E else 'decoder.'
-    filtered =  {k.strip(prefix): v for k, v in state_dict.items() if k.strip(prefix) in model.state_dict() and v.size() == model.state_dict()[k.strip(prefix)].size()}
+def filter_state_dict(model, name):
+    state_dict = t.load(e_sd_pt if name=="E" else d_sd_pt, map_location="cpu", weights_only=True)
+    prefix = 'encoder.' if name=="E" else 'decoder.'
+    filtered = {k.strip(prefix): v for k, v in ko_state_dict.items() if k.strip(prefix) in vae.encoder.state_dict() and v.size() == vae.encoder.state_dict()[k.strip(prefix)].size()}
     print(f"Number of keys in filtered state dict: {len(filtered)}")
     print(f"Number of keys in model state dict: {len(model.state_dict())}")
     return filtered
 def _load(model, name, dtype=t.bfloat16):
     model = E(16) if name=="E" else D(16)
-    model.load_state_dict(filter_state_dict(model, e_sd_pt if name=="E" else d_sd_pt), strict=False)
+    model.load_state_dict(filter_state_dict(model, name), strict=False)
     model.requires_grad_(False).to(dtype=dtype)