def _create_population(all_parameters, create_genome, population_type):
individuals = [
Individual.decode(create_genome,
parameters['parameters'],
source=parameters['source'])
for parameters in all_parameters
if parameters and len(parameters) > 0
]
return Population(individuals, float('-inf'), population_type)
def _parse_individual(json, create_genome):
return Individual.decode(create_genome,
json['parameters'],
is_local=False,
learning_rate=json['learning_rate'],
optimizer_state=StateEncoder.decode(
json['optimizer_state']),
source=json['source'],
id=json['id'])
