!12316 [GraphKernel] Exclude special node in expander and basic fusion.

From: @tronzhang
Reviewed-by: @gaoxiong1,@anyrenwei
Signed-off-by: @anyrenwei

mindspore/ccsrc/backend/optimizer/graph_kernel/basic_ops_fusion.cc

@@ -140,7 +140,7 @@ bool FuseBasicOps(const FuncGraphPtr &kernel_graph, const std::vector<AnfNodePtr
 
   for (auto iter = todos.cbegin(); iter != todos.cend(); ++iter) {
     auto node = (*iter)->cast<CNodePtr>();
-    if (node == nullptr || fused_ops->count(node)) {
+    if (node == nullptr || IsKeepBasicNode(node) || fused_ops->count(node)) {
       continue;
     }
     bool is_fusible_op = IsFusibleOp(node);

mindspore/ccsrc/backend/optimizer/graph_kernel/graph_kernel_expander.cc

@@ -147,7 +147,8 @@ bool GraphKernelExpander::DoExpand(const FuncGraphPtr &func_graph) {
   MS_EXCEPTION_IF_NULL(mng);
   for (const auto &n : todos) {
     auto node = n->cast<CNodePtr>();
-    if (node == nullptr || !AnfAlgo::IsRealKernel(node) || AnfAlgo::IsGraphKernel(node) || !CanExpand(node)) {
+    if (node == nullptr || IsKeepBasicNode(node) || !AnfAlgo::IsRealKernel(node) || AnfAlgo::IsGraphKernel(node) ||
+        !CanExpand(node)) {
       continue;
     }
 

mindspore/ccsrc/backend/optimizer/graph_kernel/graph_kernel_helper.cc

@@ -773,5 +773,30 @@ void SetNodeAttrSafely(const std::string &key, const ValuePtr &value, const AnfN
   // Set attr secondly.
   AnfAlgo::SetNodeAttr(key, value, node);
 }
+
+bool IsKeepBasicNode(const AnfNodePtr &node) {
+  MS_EXCEPTION_IF_NULL(node);
+  if (!node->isa<CNode>()) {
+    return false;
+  }
+  auto cnode = node->cast<CNodePtr>();
+  MS_EXCEPTION_IF_NULL(cnode);
+
+  static std::vector<std::string> contagious_attrs = {"inplace_group", "inplace_algo", "inplace_output_index",
+                                                      "aggregate", "aggregate_input_indexx"};
+  static std::vector<std::function<bool(const AnfNodePtr &node)>> attrs_with_value = {
+    [](const AnfNodePtr &n) -> bool { return AnfAlgo::GetBooleanAttr(n, "skip"); }};
+
+  // If node contain attribute in contagious_attrs, it have to keep basic no matter what the value is.
+  // If node contain attribute in attrs_with_value, it only have to keep basic when the check result is true.
+  if (std::any_of(contagious_attrs.cbegin(), contagious_attrs.cend(),
+                  [&cnode](const std::string &attr_name) -> bool { return AnfAlgo::HasNodeAttr(attr_name, cnode); }) ||
+      std::any_of(attrs_with_value.cbegin(), attrs_with_value.cend(),
+                  [&cnode](std::function<bool(const AnfNodePtr &node)> func) -> bool { return func(cnode); })) {
+    return true;
+  }
+
+  return false;
+}
 }  // namespace opt
 }  // namespace mindspore

mindspore/ccsrc/backend/optimizer/graph_kernel/graph_kernel_helper.h

@@ -89,6 +89,7 @@ std::vector<int64_t> GetReduceAxis(const AnfNodePtr &node);
 
 CNodePtr CreateCNode(const std::vector<AnfNodePtr> &inputs, const FuncGraphPtr &func_graph, const DataInfo &out_info);
 void SetNodeAttrSafely(const std::string &key, const ValuePtr &value, const AnfNodePtr &node);
+bool IsKeepBasicNode(const AnfNodePtr &node);
 
 template <typename T>
 ValueNodePtr CreateScalarTensorValueNode(const DataInfo &info, T value, size_t data_length) {