fig fixture
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variation 10e-0
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avg time to vergence 3.63
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avg time as fixpoint 0
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variation 10e-1
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avg time to vergence 5.02
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avg time as fixpoint 0
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variation 10e-2
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avg time to vergence 6.46
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avg time as fixpoint 0
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variation 10e-3
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avg time to vergence 8.04
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avg time as fixpoint 0
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variation 10e-4
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avg time to vergence 9.61
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avg time as fixpoint 0.04
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variation 10e-5
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avg time to vergence 11.23
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avg time as fixpoint 1.38
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variation 10e-6
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avg time to vergence 12.99
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avg time as fixpoint 3.23
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variation 10e-7
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avg time to vergence 14.58
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avg time as fixpoint 4.84
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variation 10e-8
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avg time to vergence 21.95
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avg time as fixpoint 11.91
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variation 10e-9
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avg time to vergence 26.45
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avg time as fixpoint 16.47
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@@ -28,7 +28,8 @@ def generate_fixpoint_weights():
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def generate_fixpoint_net():
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#NOTE: Weightwise only is all we can do right now IMO
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net = WeightwiseNeuralNetwork(width=2, depth=2).with_keras_params(activation='sigmoid')
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# net = AggregatingNeuralNetwork(aggregates=4, width=2, depth=2).with_keras_params(activation='sigmoid') # I don't know if this work for aggregaeting. We don't actually need it, though.
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# I don't know if this work for aggregaeting. We don't actually need it, though.
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# net = AggregatingNeuralNetwork(aggregates=4, width=2, depth=2).with_keras_params(activation='sigmoid')
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net.set_weights(generate_fixpoint_weights())
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return net
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