diff --git a/python/tvm/relay/frontend/tensorflow.py b/python/tvm/relay/frontend/tensorflow.py
index ac2ea9d0b1bb..d89737b5a4a7 100644
--- a/python/tvm/relay/frontend/tensorflow.py
+++ b/python/tvm/relay/frontend/tensorflow.py
@@ -897,6 +897,7 @@ def _impl(inputs, attr, params):
                       disables=['momentum'])(inputs, attr)
 
         if need_cast:
+            out = _expr.TupleGetItem(out.astuple(), 0)
             out = _op.cast(out, dtype=attr['T'].name)
         return out
     return _impl