!9962 Fix parallel range operator error

From: @huangxinjing
Reviewed-by: @stsuteng,@zhunaipan
Signed-off-by: @stsuteng

mindspore/ccsrc/frontend/parallel/ops_info/range_info.cc

@@ -134,59 +134,6 @@ Status RangeInfo::InitForCostModel(const StrategyPtr &strategy) {
   return SUCCESS;
 }
 
-Status RangeInfo::InferNewAttr() {
-  CheckGlobalDeviceManager();
-  int64_t rank = g_device_manager->rank_index_in_stage();
-
-  // If repeated calculation and repeated num as the last dimension of dev-matrix,
-  // the dev-matrix is [split_num_, repeated_calc_num_], so from rank 0 to rank repeated_calc_num_
-  // are repeated calculation, and these rank have the same 'new_start_'.
-  // If repeated calculation and repeated num as the first dimension of dev-matrix,
-  // the dev-matrix is [repeated_calc_num_, split_num_], so rank 0 and rank split_num_ and so on
-  // are repeated calculation, and these rank have the same 'new_start_'.
-  float start_bias = inputs_shape_[0][0] / split_num_ * delta_;
-  if (repeated_num_in_dev_matrix_right_) {
-    new_start_ = start_ + start_bias * (rank / repeated_calc_num_);
-  } else {
-    new_start_ = start_ + start_bias * (rank % split_num_);
-  }
-
-  new_limit_ = new_start_ + start_bias;
-  MS_LOG(INFO) << name_ << ": The new start is " << new_start_ << ", the new limit is " << new_limit_;
-  return SUCCESS;
-}
-
-Status RangeInfo::ComputeReplaceGraph(const CNodePtr &cnode) {
-  GenerateGraph gen_g = GenerateGraph();
-  if (gen_g.Init(cnode) != SUCCESS) {
-    MS_LOG(ERROR) << name_ << ": GenerateGraph Init failed";
-    return FAILED;
-  }
-
-  if (InferNewAttr() != SUCCESS) {
-    MS_LOG(ERROR) << name_ << ": Infer new attr failed";
-    return FAILED;
-  }
-
-  Attr attr_start = std::make_pair(START, MakeValue(new_start_));
-  Attr attr_limit = std::make_pair(LIMIT, MakeValue(new_limit_));
-  Attr attr_delta = std::make_pair(DELTA, MakeValue(delta_));
-  OperatorAttrs attrs = {attr_start, attr_limit, attr_delta};
-  auto new_range_op = gen_g.PushBack({gen_g.NewOpInst(RANGE, attrs), gen_g.virtual_input_node()});
-  std::vector<std::pair<AnfNodePtr, int64_t>> input_nodes = {std::make_pair(new_range_op, 1)};
-  replace_graph_ = std::make_shared<std::pair<std::vector<std::pair<AnfNodePtr, int64_t>>, AnfNodePtr>>(
-    std::make_pair(input_nodes, new_range_op));
-
-  return SUCCESS;
-}
-
-ReplaceGraphPtr RangeInfo::replace_graph(const CNodePtr &cnode) {
-  if (ComputeReplaceGraph(cnode) != SUCCESS) {
-    MS_LOG(EXCEPTION) << name_ << ": ComputeReplaceGraph failed.";
-  }
-  return replace_graph_;
-}
-
 Status RangeInfo::GenerateStrategies(int64_t stage_id) {
   Shape input0_split(inputs_shape_[0].size(), 1);
   Shapes splittable_inputs = {input0_split};

mindspore/ccsrc/frontend/parallel/ops_info/range_info.h

@@ -47,7 +47,6 @@ class RangeInfo : public OperatorInfo {
 
   Status GenerateStrategies(int64_t stage_id) override;
   Status SetCostUnderStrategy(const StrategyPtr &strategy) override;
-  ReplaceGraphPtr replace_graph(const CNodePtr &cnode) override;
 
  protected:
   Status CheckStrategy(const StrategyPtr &strategy) override;
@@ -57,9 +56,7 @@ class RangeInfo : public OperatorInfo {
   Status InferDevMatrixShape() override;
   Status InferTensorMap() override;
   Status GetAttrs() override;
-  Status InferNewAttr();
   float GetRangeAttr(const std::string &arg);
-  Status ComputeReplaceGraph(const CNodePtr &cnode);
 
   float start_ = 0.0;
   float limit_ = 0.0;