diff --git a/colossalai/tensor/colo_tensor.py b/colossalai/tensor/colo_tensor.py
index 7a70c4447..874612f63 100644
--- a/colossalai/tensor/colo_tensor.py
+++ b/colossalai/tensor/colo_tensor.py
@@ -158,7 +158,7 @@ class ColoTensor(torch.Tensor):
                 return _convert_output(ret, pg)
 
     def __repr__(self):
-        return f'ColoTensor: {super().__repr__()}\n dist spec: {self.dist_spec}\n process group: {self.process_group}'
+        return f'ColoTensor:\n{super().__repr__()}\n{self.dist_spec}\n{self.process_group}'
 
     def _convert_to_dist_spec(self, dist_spec: _DistSpec) -> None:
         """_convert_to_dist_spec 
diff --git a/colossalai/tensor/distspec.py b/colossalai/tensor/distspec.py
index 4ca2db4c4..4796d420c 100644
--- a/colossalai/tensor/distspec.py
+++ b/colossalai/tensor/distspec.py
@@ -32,11 +32,11 @@ class _DistSpec:
         return True
 
     def __repr__(self) -> str:
-        res = "\nDistSpec:\n\t"
+        res_list = ["DistSpec:"]
         for attr in dir(self):
             if not attr.startswith('__'):
-                res += f'{attr}: {str(getattr(self, attr))}\n\t'
-        return res
+                res_list.append(f'\n\t{attr}: {str(getattr(self, attr))}')
+        return ''.join(res_list)
 
 
 def replicate() -> _DistSpec:
diff --git a/colossalai/tensor/process_group.py b/colossalai/tensor/process_group.py
index 90337864f..1482f02db 100644
--- a/colossalai/tensor/process_group.py
+++ b/colossalai/tensor/process_group.py
@@ -112,6 +112,10 @@ class ProcessGroup:
     def has_cpu_groups(self):
         return self._has_cpu_groups
 
+    def __repr__(self):
+        return "ProcessGroup:\n\tRank: {}, World size: {}, DP degree: {}, TP degree: {}\n\tRanks in group: {}".\
+            format(self._rank, self._world_size, self._dp_degree, self._tp_degree, self._rank_list)
+
     def __eq__(self, obj: 'ProcessGroup') -> bool:
         if not isinstance(obj, ProcessGroup):
             return False