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soup pictures

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Si11ium
2019-03-15 11:59:50 +01:00
parent 9492d650c2
commit 1e5bec814d
48 changed files with 56 additions and 54 deletions
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14
code/setups/soup_trajectorys.py
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@ -11,15 +11,17 @@ from experiment import *
if __name__ == '__main__':
if True:
with SoupExperiment("soup") as exp:
for run_id in range(10):
# net_generator = lambda: TrainingNeuralNetworkDecorator(WeightwiseNeuralNetwork(2, 2)) \
# .with_keras_params(activation='linear').with_params(epsilon=0.0001)
for run_id in range(1):
net_generator = lambda: TrainingNeuralNetworkDecorator(WeightwiseNeuralNetwork(2, 2)) \
.with_keras_params(activation='linear').with_params(epsilon=0.0001)
# net_generator = lambda: TrainingNeuralNetworkDecorator(AggregatingNeuralNetwork(4, 2, 2))\
# .with_keras_params(activation='linear')
net_generator = lambda: TrainingNeuralNetworkDecorator(FFTNeuralNetwork(4, 2, 2))\
.with_keras_params(activation='linear')
# net_generator = lambda: TrainingNeuralNetworkDecorator(FFTNeuralNetwork(4, 2, 2))\
# .with_keras_params(activation='linear')
# net_generator = lambda: RecurrentNeuralNetwork(2, 2).with_keras_params(activation='linear').with_params()
soup = Soup(10, net_generator).with_params(remove_divergent=True, remove_zero=True, train=20)
soup = Soup(20, net_generator).with_params(remove_divergent=True, remove_zero=True,
train=30,
learn_from_rate=-1)
soup.seed()
for _ in tqdm(range(100)):
soup.evolve()