Update metaformers.py

timm/models/metaformers.py

@@ -654,7 +654,7 @@ def checkpoint_filter_fn(state_dict, model):
     import re
     out_dict = {}
     for k, v in state_dict.items():
-        k = k.replace('downsample.proj', 'downsample.conv')
+        
         k = re.sub(r'layer_scale_([0-9]+)', r'layer_scale\1.scale', k)
         k = k.replace('network.1', 'downsample_layers.1')
         k = k.replace('network.3', 'downsample_layers.2')
@@ -665,6 +665,7 @@ def checkpoint_filter_fn(state_dict, model):
         k = k.replace('network', 'stages')
         
         k = re.sub(r'downsample_layers.([0-9]+)', r'stages.\1.downsample', k)
+        k = k.replace('downsample.proj', 'downsample.conv')
         k = re.sub(r'([0-9]+).([0-9]+)', r'\1.blocks.\2', k)
         k = k.replace('stages.0.downsample', 'patch_embed')
         k = re.sub(r'^head', 'head.fc', k)