Comments (2)
Please check file: vega/algorithms/nas/esr_ea/esr_ea_individual.py
def mutation_node(self, mutation_rate=0.05):
"""Mutate the active node type of individual.
:param mutation_rate: the prosibility to mutate, defaults to 0.05
:type mutation_rate: float
"""
for node_ind in range(self.node_num):
if self.gene[node_ind][0] and np.random.rand() < mutation_rate:
type_prob = self.net_info.func_prob
self.gene[node_ind][1] = bisect_right(type_prob, random())
self.active_net = self.active_net_list()
self.parameter = self.network_parameter()
self.flops = self.network_flops()
It's guided mutation, not normal mutation.
The func_prob
is guide information
.
from vega.
ok, thanks. I will double check the code.
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