Python CMAES.maxLearningSteps Exemples

Exemple #1

Fichier : self_rep_neural_net.py Projet : jasonzliang/cs394nn

def experiment1():
  l = CMAES(fitnessFunction, myNetwork.params)
  l.minimize = True
  l.verbose = True
  l.maxLearningSteps = 500
  params, fitness = l.learn()
  myNetwork._setParameters(params)
  logNet()

Exemple #2

Fichier : self_rep_neural_net2.py Projet : jasonzliang/cs394nn

  def experiment1(self):
    l = CMAES(self.fitnessFunction, self.myNetwork.params[self.indices])
    l.minimize = True
    l.verbose = True
    l.maxLearningSteps = 500
    params, fitness = l.learn()
    self.myNetwork.params[self.indices] = params
    self.metaInfo["numsteps"] = l.maxLearningSteps
    self.metaInfo["fitness"] = fitness
#     self.myNetwork._setParameters(self.originalWeights)
    self.logNet()