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[MetaSchedule] Replace xgboost.rabit with xgboost.collective because it's deprecated #17166

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Merged
tqchen merged 2 commits into from
Jul 23, 2024
Merged

[MetaSchedule] Replace xgboost.rabit with xgboost.collective because it's deprecated #17166

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e192296
use collective instead of rabit
mshr-h Jul 17, 2024
5e849b6
can work with xgb==1.4.2 in CI
mshr-h Jul 17, 2024
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9 changes: 7 additions & 2 deletions python/tvm/meta_schedule/cost_model/xgb_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -755,7 +755,12 @@ def _fmt_metric(value, show_stdv=True):
raise ValueError("wrong metric value", value)

import xgboost as xgb
from xgboost import rabit # type: ignore

# make it compatible with xgboost<1.7
try:
from xgboost import rabit as collective # type: ignore
except ImportError:
from xgboost import collective # type: ignore

try:
from xgboost.training import aggcv # type: ignore
Expand Down Expand Up @@ -841,7 +846,7 @@ def _fmt_metric(value, show_stdv=True):
elif epoch - best_iteration >= self.early_stopping_rounds:
best_msg = self.state["best_msg"]

if self.verbose_eval and rabit.get_rank() == 0:
if self.verbose_eval and collective.get_rank() == 0:
logger.debug("XGB stopped. Best iteration: %s ", best_msg)
# instead of raising EarlyStopException, returning True to end the training
return True
Expand Down