diff --git a/python/paddle/distributed/fleet/base/strategy_compiler.py b/python/paddle/distributed/fleet/base/strategy_compiler.py
index 4097fc1237f8d7616101810f994c243dffb2cd67..29e10661888f8a7fd6e3c40ee356aad326c193a9 100644
--- a/python/paddle/distributed/fleet/base/strategy_compiler.py
+++ b/python/paddle/distributed/fleet/base/strategy_compiler.py
@@ -60,7 +60,7 @@ class StrategyCompiler(StrategyCompilerBase):
 
     def _get_valid_strategy(self, dist_strategy, can_not_apply_optimizer_list):
         import copy
-        valid_strategy = copy.copy(dist_strategy)
+        valid_strategy = copy.deepcopy(dist_strategy)
         invalid_optimizers = []
         for candidate in self._meta_optimizer_candidates:
             is_valid = False
diff --git a/python/paddle/distributed/fleet/meta_optimizers/recompute_optimizer.py b/python/paddle/distributed/fleet/meta_optimizers/recompute_optimizer.py
index 8f9595486922a37cff02d1ac96c1c4c2bbf4b0d5..59ca7e633099e8688a57fa9024575e29008c0341 100644
--- a/python/paddle/distributed/fleet/meta_optimizers/recompute_optimizer.py
+++ b/python/paddle/distributed/fleet/meta_optimizers/recompute_optimizer.py
@@ -38,7 +38,7 @@ class RecomputeOptimizer(MetaOptimizerBase):
             list(user_defined_strategy.recompute_configs["checkpoints"]))
 
     def _can_apply(self):
-        if self.role_maker._is_collective:
+        if not self.role_maker._is_collective:
             return False
 
         if self.user_defined_strategy.recompute == True: