如何从 PredictResponse 对象中检索 float_val? [英] How to retrieve float_val from a PredictResponse object?

问题描述

我正在对 tensorflow 服务模型进行预测，然后返回这个 PredictResponse 对象作为输出:

I am running a prediction on a tensorflow-serving model, and I get back this PredictResponse object as output:

结果:

outputs {
  key: "outputs"
  value {
    dtype: DT_FLOAT
    tensor_shape {
      dim {
        size: 1
      }
      dim {
        size: 20
      }
    }
    float_val: 0.000343723397236
    float_val: 0.999655127525
    float_val: 3.96821117632e-11
    float_val: 1.20521548297e-09
    float_val: 2.09611101809e-08
    float_val: 1.46216549979e-09
    float_val: 3.87274603497e-08
    float_val: 1.83520256769e-08
    float_val: 1.47733780764e-08
    float_val: 8.00914179422e-08
    float_val: 2.29388191997e-07
    float_val: 6.27798826258e-08
    float_val: 1.08802950649e-07
    float_val: 4.39628813353e-08
    float_val: 7.87182985462e-10
    float_val: 1.31638898893e-07
    float_val: 1.42612295306e-08
    float_val: 3.0768305237e-07
    float_val: 1.12661648899e-08
    float_val: 1.68554503688e-08
  }
}

我想将浮点值作为列表取出.或者，返回 argmax float_val 的值/索引！

I would like to get the out the float vals as a list. Or, alternatively, return the value/index of the argmax float_val!

这是由:

stub = prediction_service_pb2.beta_create_PredictionService_stub(channel)结果 = stub.Predict(request, 200.0)

stub = prediction_service_pb2.beta_create_PredictionService_stub(channel) result = stub.Predict(request, 200.0)

提前感谢您的帮助.

推荐答案

答案是:

floats = result.outputs['outputs'].float_val

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