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Table 2 Parameters of the proposed DNN

From: Prediction of Leakage from an Axial Piston Pump Slipper with Circular Dimples Using Deep Neural Networks

 LeakageOil film thic.Pocket pres.
Optimization methodsgdm*sgdm*sgdm*
Maximum iteration500500500
Momentum0.90.90.9
Initial learning rate0.020.040.05
Learning rate drop period12040200
Learning rate drop factor0.50.80.2
Mini batch size128128128
Hidden size first layer575
Hidden size second layer858
  1. *Stochastic gradient descent method