create state

examples/xor.py

@@ -1,31 +0,0 @@
-import jax
-import numpy as np
-
-from configs import Configer
-from pipeline import Pipeline
-
-xor_inputs = np.array([[0, 0], [0, 1], [1, 0], [1, 1]], dtype=np.float32)
-xor_outputs = np.array([[0], [1], [1], [0]], dtype=np.float32)
-
-
-def evaluate(forward_func):
-    """
-    :param forward_func: (4: batch, 2: input size) -> (pop_size, 4: batch, 1: output size)
-    :return:
-    """
-    outs = forward_func(xor_inputs)
-    outs = jax.device_get(outs)
-    fitnesses = 4 - np.sum((outs - xor_outputs) ** 2, axis=(1, 2))
-    return fitnesses
-
-
-def main():
-    config = Configer.load_config("xor.ini")
-    pipeline = Pipeline(config)
-    nodes, cons = pipeline.auto_run(evaluate)
-    # g = Genome(nodes, cons, config)
-    # print(g)
-
-
-if __name__ == '__main__':
-    main()