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Enable running FLAML using the -O flag for the python interpreter #1169

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Enable running FLAML using the -O flag for the python interpreter #1169

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51cd107
- implement regular control flow without relying on exception semantics
Aug 3, 2023
6365da7
Merge branch 'main' into fix_gh981
sonichi Aug 4, 2023
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32 changes: 20 additions & 12 deletions flaml/tune/searcher/blendsearch.py
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Original file line number Diff line number Diff line change
Expand Up @@ -231,18 +231,26 @@ def __init__(
sampler = ot.samplers.TPESampler(seed=gs_seed, multivariate=True, group=True)
else:
sampler = None
try:
assert evaluated_rewards
self._gs = GlobalSearch(
space=gs_space,
metric=metric,
mode=mode,
seed=gs_seed,
sampler=sampler,
points_to_evaluate=self._evaluated_points,
evaluated_rewards=evaluated_rewards,
)
except (AssertionError, ValueError):

if evaluated_rewards:
try:
self._gs = GlobalSearch(
space=gs_space,
metric=metric,
mode=mode,
seed=gs_seed,
sampler=sampler,
points_to_evaluate=self._evaluated_points,
evaluated_rewards=evaluated_rewards,
)
except ValueError:
try_without_warmup = True
else:
try_without_warmup = False
else:
try_without_warmup = True

if try_without_warmup:
self._gs = GlobalSearch(
space=gs_space,
metric=metric,
Expand Down