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  • tensorflow 查看模型输入输出saved_model_cli show --dir ./xxxx --all

    saved_model_cli show --dir ./xxxxxxxx --all

    可以查看模型的输入输出,比如使用tensorflow export_model_inference.py 输出的模型就可以查看,在save_model/ 这里输入命令:

    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

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  • 原文地址:https://www.cnblogs.com/YouXiangLiThon/p/9985238.html
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