cf69b916af
remove "return state" for functions which will be executed in vmap; recover randkey as args in mutation methods
38 lines
870 B
Python
38 lines
870 B
Python
import jax.numpy as jnp
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from . import BaseSubstrate
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class DefaultSubstrate(BaseSubstrate):
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def __init__(self, num_inputs, num_outputs, coors, nodes, conns):
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self.inputs = num_inputs
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self.outputs = num_outputs
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self.coors = jnp.array(coors)
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self.nodes = jnp.array(nodes)
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self.conns = jnp.array(conns)
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def make_nodes(self, query_res):
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return self.nodes
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def make_conn(self, query_res):
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return self.conns.at[:, 3:].set(query_res) # change weight
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@property
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def query_coors(self):
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return self.coors
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@property
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def num_inputs(self):
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return self.inputs
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@property
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def num_outputs(self):
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return self.outputs
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@property
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def nodes_cnt(self):
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return self.nodes.shape[0]
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@property
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def conns_cnt(self):
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return self.conns.shape[0]
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