dnn_predict

dnn_predict()

Parameters:

• new_model – the tensorflow model loaded from “model.h5”.
• a – contains a tensorflow glob of all the pulses in “pulses/”.
• in1 – is the dscan for a single pulse.
• in2 – is the other inputs for a single pulse.
• o1 – is the output electric field for a single pulse.
• extra_model – a tensorflow model for extracting the value of an arbitrary layer in new_model.
• pred – is the prediction of the arbitrary layer.
• new_predictions – is the prediction of the output given the inputs.

Predicts the phase from a given d-scan trace.