diff --git a/torchrec/distributed/fp_embeddingbag.py b/torchrec/distributed/fp_embeddingbag.py
index 2c703b951..9f2020762 100644
--- a/torchrec/distributed/fp_embeddingbag.py
+++ b/torchrec/distributed/fp_embeddingbag.py
@@ -6,7 +6,7 @@
 # LICENSE file in the root directory of this source tree.
 
 from functools import partial
-from typing import Dict, Iterator, List, Optional, Type, Union
+from typing import Any, Dict, Iterator, List, Optional, Type, Union
 
 import torch
 from torch import nn
@@ -190,6 +190,11 @@ def shard(
             device=device,
         )
 
+    @property
+    def fused_params(self) -> Optional[Dict[str, Any]]:
+        # TODO: to be deprecate after planner get cache_load_factor from ParameterConstraints
+        return self._ebc_sharder.fused_params
+
     def shardable_parameters(
         self, module: FeatureProcessedEmbeddingBagCollection
     ) -> Dict[str, torch.nn.Parameter]: