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robustness

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steffen-illium
2021-06-11 14:38:22 +02:00
parent 987d7b95f3
commit 0e2289344a
3 changed files with 21 additions and 14 deletions
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8
functionalities_test.py
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@ -24,9 +24,11 @@ def is_identity_function(network: Net, epsilon=pow(10, -5)) -> bool:
rtol=0, atol=epsilon)
def is_zero_fixpoint(network: Net) -> bool:
result = bool(len(np.nonzero(network.create_target_weights(network.input_weight_matrix()))))
return not result
def is_zero_fixpoint(network: Net, epsilon=pow(10, -5)) -> bool:
target_data = network.create_target_weights(network.input_weight_matrix().detach().numpy())
result = np.allclose(target_data, np.zeros_like(target_data), rtol=0, atol=epsilon)
# result = bool(len(np.nonzero(network.create_target_weights(network.input_weight_matrix()))))
return result
def is_secondary_fixpoint(network: Net, epsilon: float = pow(10, -5)) -> bool: