class_docstr: Tests for the algo ASHA.
class_docstr_tok: ["Tests","for","the","algo","ASHA","."]
docstr: Check that a point is registered inside the same bracket for diff fidelity.
code: def test_register_bracket_multi_fidelity(
      self, space: Space, b_config: dict
  ):
      """Check that a point is registered inside the same bracket for diff fidelity."""
      asha = ASHA(space, num_brackets=3)
  
      value = 50
      fidelity = 1
      trial = create_trial_for_hb((fidelity, value), 0.0)
      trial_id = asha.get_id(trial, ignore_fidelity=True)
  
      force_observe(asha, trial)
  
      bracket = asha.brackets[0]
  
      assert len(bracket.rungs[0])
      assert trial_id in bracket.rungs[0]["results"]
      assert bracket.rungs[0]["results"][trial_id][0] == 0.0
      assert (
          bracket.rungs[0]["results"][trial_id][1].params
          == trial.params
      )
  
      fidelity = 3
      trial = create_trial_for_hb((fidelity, value), 0.0)
      trial_id = asha.get_id(trial, ignore_fidelity=True)
  
      force_observe(asha, trial)
  
      assert len(bracket.rungs[1])
      assert trial_id in bracket.rungs[1]["results"]
      assert (
          bracket.rungs[0]["results"][trial_id][1].params
          != trial.params
      )
      assert bracket.rungs[1]["results"][trial_id][0] == 0.0
      assert (
          bracket.rungs[1]["results"][trial_id][1].params
          == trial.params
      )
  
imports: from __future__ import annotations
  import hashlib
  import logging
  from typing import ClassVar
  import numpy
  import pytest
  from test_hyperband import compare_registered_trial, create_rung_from_points, create_trial_for_hb, force_observe
  from orion.algo.asha import ASHA, ASHABracket, compute_budgets
  from orion.algo.hyperband import RungDict
  from orion.algo.space import Fidelity, Integer, Real, Space
  from orion.core.worker.primary_algo import SpaceTransform
  from orion.testing.algo import BaseAlgoTests, TestPhase
  from orion.testing.trial import create_trial
label_desc: Use image node_id 2 for calling the TestASHA obj's underlying member method code with example usage: obj.test_register_bracket_multi_fidelity(space, b_config) without return types