def sample_from_activation(self, vmap):
p = activation_functions.sigmoid(vmap[self] - vmap[self.flipped_units])
return samplers.bernoulli(p)
def sample_from_activation(self, vmap):
p = activation_functions.sigmoid(vmap[self] - vmap[self.flipped_units])
return samplers.bernoulli(p)
def sample_from_activation(self, vmap):
p = self.success_probability_from_activation(vmap)
return samplers.bernoulli(p)
def sample_from_activation(self, vmap):
p = self.success_probability_from_activation(vmap)
return samplers.bernoulli(p)