modifying

configs/configer.py

@@ -4,8 +4,8 @@ import configparser
 
 import numpy as np
 
-from neat.genome.activations import act_name2func
-from neat.genome.aggregations import agg_name2func
+from algorithms.neat.genome.activations import act_name2func
+from algorithms.neat.genome.aggregations import agg_name2func
 
 # Configuration used in jit-able functions. The change of values will not cause the re-compilation of JAX.
 jit_config_keys = [
@@ -41,6 +41,11 @@ jit_config_keys = [
     "weight_mutate_rate",
     "weight_replace_rate",
     "enable_mutate_rate",
+    "max_stagnation",
+    "pop_size",
+    "genome_elitism",
+    "survival_threshold",
+    "species_elitism"
 ]
 
 

configs/default_config.ini

@@ -1,10 +1,11 @@
 [basic]
 num_inputs = 2
 num_outputs = 1
-init_maximum_nodes = 50
-init_maximum_connections = 50
+init_maximum_nodes = 200
+init_maximum_connections = 200
 init_maximum_species = 10
-expand_coe = 2.0
+expand_coe = 1.5
+pre_expand_threshold = 0.75
 forward_way = "pop"
 batch_size = 4
 
@@ -12,7 +13,7 @@ batch_size = 4
 fitness_threshold = 100000
 generation_limit = 100
 fitness_criterion = "max"
-pop_size = 15000
+pop_size = 150
 
 [genome]
 compatibility_disjoint = 1.0