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"""Test module for optimizer memory functionality."""
import numpy as np
import pytest
from hyperactive import Hyperactive
from ._parametrize import optimizers
def objective_function(opt):
"""Return simple quadratic objective function for memory testing."""
score = -opt["x1"] * opt["x1"]
return score
search_space = {"x1": list(np.arange(-10, 11, 1))}
@pytest.mark.parametrize(*optimizers)
def test_memory_0(Optimizer):
"""Test memory functionality with multiple search runs."""
optimizer = Optimizer()
n_iter = 30
hyper = Hyperactive()
hyper.add_search(
objective_function,
search_space,
optimizer=optimizer,
n_iter=n_iter,
n_jobs=2,
)
hyper.run()
SimonBlanke /
Hyperactive
