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max choice is n-1 (#521)

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close #520
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Chi Wang 2022-04-23 15:33:35 -07:00 committed by GitHub
parent 46f80dfa16
commit f301bf8d8f
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2 changed files with 6 additions and 4 deletions
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8
flaml/tune/space.py
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@ -369,7 +369,9 @@ def denormalize(
n = len(domain.categories) n = len(domain.categories)
if isinstance(value, list): if isinstance(value, list):
# denormalize list # denormalize list
choice = int(np.floor(value[-1] * n)) choice = min(
n - 1, int(np.floor(value[-1] * n))
) # max choice is n-1
config_denorm[key] = point = value[choice] config_denorm[key] = point = value[choice]
point["_choice_"] = choice point["_choice_"] = choice
continue continue
@ -379,8 +381,8 @@ def denormalize(
] ]
else: else:
assert key in normalized_reference_config assert key in normalized_reference_config
if np.floor(value * n) == np.floor( if min(n - 1, np.floor(value * n)) == min(
normalized_reference_config[key] * n n - 1, np.floor(normalized_reference_config[key] * n)
): ):
config_denorm[key] = reference_config[key] config_denorm[key] = reference_config[key]
else: # ****random value each time!**** else: # ****random value each time!****

2
flaml/version.py
View File

@ -1 +1 @@
__version__ = "1.0.0" __version__ = "1.0.1"