diff --git a/paddle/phi/api/yaml/generator/dist_api_gen.py b/paddle/phi/api/yaml/generator/dist_api_gen.py
index 4e46db4b84e84a..9b8292cc866b80 100644
--- a/paddle/phi/api/yaml/generator/dist_api_gen.py
+++ b/paddle/phi/api/yaml/generator/dist_api_gen.py
@@ -1645,10 +1645,12 @@ def generate_output_dist_attr_setting(self) -> str:
                 # TODO(GhostScreaming): for inplace view operators like reshape,
                 # input and output may have different shape. If they have no specified
                 # InferSPMD rules, just set replicated dist_attr for them.
-                if (
-                    self.need_to_generate_code_for_inplace_impl(i)
-                    and self.outputs['names'][i] not in self.view_map
-                ):
+                if self.need_to_generate_code_for_inplace_impl(i):
+                    if (
+                        self.generate_general_infer_spmd
+                        and self.outputs['names'][i] in self.view_map
+                    ):
+                        continue
                     need_reshard = (
                         "true" if self.generate_general_infer_spmd else "false"
                     )
diff --git a/paddle/phi/api/yaml/generator/dist_bw_api_gen.py b/paddle/phi/api/yaml/generator/dist_bw_api_gen.py
index 16d00d156f15be..3769155eb27e11 100644
--- a/paddle/phi/api/yaml/generator/dist_bw_api_gen.py
+++ b/paddle/phi/api/yaml/generator/dist_bw_api_gen.py
@@ -177,6 +177,9 @@
 RESHARD_VECTOR_OUTPUT_TEMPLATE = """
       ReshardKernelOutputToApiOutput(dev_ctx, shared_dist_out, {});"""
 
+NONEED_TO_RESHARD_OUTPUT_TEMPLATE = """
+    // API `{}` does not need to reshard output."""
+
 
 class DistBackwardAPI(DistForwardAPI, BackwardAPI):
     def __init__(self, backward_item_yaml):
@@ -344,6 +347,9 @@ def generate_reshard_output_code(self):
                     f"{self.api} : Output error: the output should not be empty."
                 )
         else:
+            reshard_output_code += NONEED_TO_RESHARD_OUTPUT_TEMPLATE.format(
+                self.kernel['func'][0]
+            )
             # do nothing
             pass
 
diff --git a/paddle/phi/core/distributed/auto_parallel/reshard/p_to_s_reshard_function.cc b/paddle/phi/core/distributed/auto_parallel/reshard/p_to_s_reshard_function.cc
index 5627788a266e89..39780d19056b83 100644
--- a/paddle/phi/core/distributed/auto_parallel/reshard/p_to_s_reshard_function.cc
+++ b/paddle/phi/core/distributed/auto_parallel/reshard/p_to_s_reshard_function.cc
@@ -132,6 +132,7 @@ void PToSReshardFunctionCrossMesh::Eval(DeviceContext* dev_ctx,
     p_to_s_func.Eval(dev_ctx, in, in_dist_attr_shard, &tmp_result);
   } else {
     SetDistProps(&tmp_result, in.dims(), in_dist_attr_shard);
+    SetValue(&tmp_result, in.value());
   }
 
   SameStatusReshardFunction same_status_func;
diff --git a/paddle/phi/core/distributed/auto_parallel/reshard/r_to_s_reshard_function.cc b/paddle/phi/core/distributed/auto_parallel/reshard/r_to_s_reshard_function.cc
index 865873550ea063..3ca5ebb4e49b42 100644
--- a/paddle/phi/core/distributed/auto_parallel/reshard/r_to_s_reshard_function.cc
+++ b/paddle/phi/core/distributed/auto_parallel/reshard/r_to_s_reshard_function.cc
@@ -129,8 +129,8 @@ void RToSReshardFunctionCrossMesh::Eval(phi::DeviceContext* dev_ctx,
     r_to_s_func.Eval(dev_ctx, in, in_dist_attr_shard, &tmp_result);
   } else {
     SetDistProps(&tmp_result, in.dims(), in_dist_attr_shard);
+    SetValue(&tmp_result, in.value());
   }
-
   SameStatusReshardFunction same_status_func;
   PADDLE_ENFORCE(
       same_status_func.IsSuitable(tmp_result, out_dist_attr),
diff --git a/paddle/phi/core/distributed/auto_parallel/reshard/s_to_r_reshard_function.cc b/paddle/phi/core/distributed/auto_parallel/reshard/s_to_r_reshard_function.cc
index 8d2b1bfa823140..b99862b001eb11 100644
--- a/paddle/phi/core/distributed/auto_parallel/reshard/s_to_r_reshard_function.cc
+++ b/paddle/phi/core/distributed/auto_parallel/reshard/s_to_r_reshard_function.cc
@@ -128,11 +128,9 @@ bool SToRReshardFunctionCrossMesh::IsSuitable(
   const auto& in_process_mesh = in_dist_attr.process_mesh();
   const auto& out_process_mesh = out_dist_attr.process_mesh();
 
-  int64_t cur_global_rank = GetCurGlobalRank();
-  if (in_process_mesh.contains(cur_global_rank)) {
-    int split_axis =
-        GetSplitAxisWithDimsMapping(in_dims_mapping).begin()->first;
-    int64_t num_of_process = in_process_mesh.size();
+  int split_axis = GetSplitAxisWithDimsMapping(in_dims_mapping).begin()->first;
+  int64_t num_of_process = in_process_mesh.size();
+  if (in.initialized()) {
     RESHARD_SHORTCUT_IF_FALSE(in.local_dims()[static_cast<int>(split_axis)] *
                                   num_of_process ==
                               in.dims()[static_cast<int>(split_axis)]);
diff --git a/paddle/phi/infermeta/spmd_rules/layer_norm.cc b/paddle/phi/infermeta/spmd_rules/layer_norm.cc
index 7bd9482f4aa615..f47f381e093f08 100644
--- a/paddle/phi/infermeta/spmd_rules/layer_norm.cc
+++ b/paddle/phi/infermeta/spmd_rules/layer_norm.cc
@@ -384,7 +384,7 @@ SpmdInfo LayerNormGradInferSpmd(const DistMetaTensor& x,
   for (int i = 0; i < begin_norm_axis; ++i) {
     auto mapping = dim_mapping[i];
     if (mapping != -1) {
-      partial_on_dims.push_back(i);
+      partial_on_dims.push_back(mapping);
     }
   }
   scale_grad_dist_attr.set_partial_status(partial_on_dims);
diff --git a/paddle/phi/infermeta/spmd_rules/transpose.cc b/paddle/phi/infermeta/spmd_rules/transpose.cc
index e4942f2e4718ef..95840f8edfe356 100644
--- a/paddle/phi/infermeta/spmd_rules/transpose.cc
+++ b/paddle/phi/infermeta/spmd_rules/transpose.cc
@@ -90,8 +90,7 @@ SpmdInfo TransposeInferSpmd(const DistMetaTensor& x,
   // input dist_attr.
   TensorDistAttr out_dist_attr = CopyTensorDistAttrForOutput(x_dist_attr_src);
   out_dist_attr.set_dims_mapping(out_dims_mapping);
-
-  // Step3  Handle Partial (TODO)
+  out_dist_attr.set_partial_status(x_dist_attr_src.partial_status());
 
   VLOG(4) << "TransposeInferSpmd:";
   VLOG(4) << "Input: shape: [" << str_join(x_shape) << "] "