add lora controlnet train/gen temporarily

networks/check_lora_weights.py

@@ -5,35 +5,41 @@ from safetensors.torch import load_file
 
 
 def main(file):
-  print(f"loading: {file}")
-  if os.path.splitext(file)[1] == '.safetensors':
-    sd = load_file(file)
-  else:
-    sd = torch.load(file, map_location='cpu')
+    print(f"loading: {file}")
+    if os.path.splitext(file)[1] == ".safetensors":
+        sd = load_file(file)
+    else:
+        sd = torch.load(file, map_location="cpu")
 
-  values = []
+    values = []
 
-  keys = list(sd.keys())
-  for key in keys:
-    if 'lora_up' in key or 'lora_down' in key:
-      values.append((key, sd[key]))
-  print(f"number of LoRA modules: {len(values)}")
+    keys = list(sd.keys())
+    for key in keys:
+        if "lora_up" in key or "lora_down" in key:
+            values.append((key, sd[key]))
+    print(f"number of LoRA modules: {len(values)}")
 
-  for key, value in values:
-    value = value.to(torch.float32)
-    print(f"{key},{str(tuple(value.size())).replace(', ', '-')},{torch.mean(torch.abs(value))},{torch.min(torch.abs(value))}")
+    if args.show_all_keys:
+        for key in [k for k in keys if k not in values]:
+            values.append((key, sd[key]))
+        print(f"number of all modules: {len(values)}")
+
+    for key, value in values:
+        value = value.to(torch.float32)
+        print(f"{key},{str(tuple(value.size())).replace(', ', '-')},{torch.mean(torch.abs(value))},{torch.min(torch.abs(value))}")
 
 
 def setup_parser() -> argparse.ArgumentParser:
-  parser = argparse.ArgumentParser()
-  parser.add_argument("file", type=str, help="model file to check / 重みを確認するモデルファイル")
+    parser = argparse.ArgumentParser()
+    parser.add_argument("file", type=str, help="model file to check / 重みを確認するモデルファイル")
+    parser.add_argument("-s", "--show_all_keys", action="store_true", help="show all keys / 全てのキーを表示する")
 
-  return parser
+    return parser
 
 
-if __name__ == '__main__':
-  parser = setup_parser()
+if __name__ == "__main__":
+    parser = setup_parser()
 
-  args = parser.parse_args()
+    args = parser.parse_args()
 
-  main(args.file)
+    main(args.file)