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Conditional parameter flow2 crash #966

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Andrew Shen (Animaholic) wants to merge 6 commits into
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Conditional parameter flow2 crash #966

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6cc7ec4
added a try except block
Animaholic Mar 29, 2023
fc3a25b
Merge branch 'main' into flow2
Animaholic Apr 3, 2023
0110305
Merge branch 'main' into flow2
Animaholic Apr 3, 2023
c230195
added a test
Animaholic Apr 3, 2023
2ae25dc
Merge branch 'flow2' of github.com:Animaholic/FLAML into flow2
Animaholic Apr 3, 2023
9bc1750
small update
Animaholic Apr 3, 2023
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15 changes: 9 additions & 6 deletions flaml/tune/searcher/flow2.py
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Original file line number Diff line number Diff line change
Expand Up @@ -746,10 +746,13 @@ def reach(self, other: Searcher) -> bool:
# unordered cat choice is hard to reach by chance
if config1[key] != config2.get(key):
return False
delta = np.array(
[
incumbent1[key] - incumbent2.get(key, np.inf)
for key in self._tunable_keys
]
)
try:
delta = np.array(
[
incumbent1[key] - incumbent2.get(key, np.inf)
for key in self._tunable_keys
]
)
except TypeError:
return False
return np.linalg.norm(delta) <= self.step