import jax.numpy as jnp from . import BaseSubstrate class DefaultSubstrate(BaseSubstrate): def __init__(self, num_inputs, num_outputs, coors, nodes, conns): self.inputs = num_inputs self.outputs = num_outputs self.coors = jnp.array(coors) self.nodes = jnp.array(nodes) self.conns = jnp.array(conns) def make_nodes(self, query_res): return self.nodes def make_conn(self, query_res): return self.conns.at[:, 2:].set(query_res) # change weight @property def query_coors(self): return self.coors @property def num_inputs(self): return self.inputs @property def num_outputs(self): return self.outputs @property def nodes_cnt(self): return self.nodes.shape[0] @property def conns_cnt(self): return self.conns.shape[0]