saved_model_cli show --dir ./xxxxxxxx --all

可以檢視模型的輸入輸出,比如使用tensorflow export_model_inference.py 輸出的模型就可以檢視,在save_model/ 這裡輸入命令:

saved_model_cli show --dir ./save_model --all

可以得到:

WARNING:tensorflow:From /usr/local/lib/python2.7/dist-packages/tensorflow/contrib/learn/python/learn/datasets/base.py:198: retry (from tensorflow.contrib.learn.python.learn.datasets.base) is deprecated and will be removed in a future version.
Instructions for updating:
Use the retry module or similar alternatives.

MetaGraphDef with tag-set: 'serve' contains the following SignatureDefs:

signature_def['serving_default']:
The given SavedModel SignatureDef contains the following input(s):
inputs['inputs'] tensor_info:
dtype: DT_UINT8
shape: (-1, -1, -1, 3)
name: image_tensor:0
The given SavedModel SignatureDef contains the following output(s):
outputs['detection_boxes'] tensor_info:
dtype: DT_FLOAT
shape: (-1, 100, 4)
name: detection_boxes:0
outputs['detection_classes'] tensor_info:
dtype: DT_FLOAT
shape: (-1, 100)
name: detection_classes:0
outputs['detection_scores'] tensor_info:
dtype: DT_FLOAT
shape: (-1, 100)
name: detection_scores:0
outputs['num_detections'] tensor_info:
dtype: DT_FLOAT
shape: (-1)
name: num_detections:0
Method name is: tensorflow/serving/predict