onnx模型获取每一层的属性

import onnx

# 加载ONNX模型
model_path = "model.onnx"
model = onnx.load(model_path)

# 遍历模型的图结构，获取每一层的节点属性
for node in model.graph.node:
  # 输出节点名称和类型
  print(f"Node Name: {node.name}")
  print(f"Node Type: {node.op_type}")
  
  # 遍历节点的属性，输出属性名称和值
  for attr in node.attribute:
    print(f"  Attribute Name: {attr.name}")
    #print(f"  Attribute Value: {attr.ints or attr.floats or attr.strings or attr.graph or attr.sparse_tensor or attr.tensor}")