apache · junrushao · Oct 29, 2022 · Oct 27, 2022
diff --git a/include/tvm/tir/stmt.h b/include/tvm/tir/stmt.h
@@ -824,7 +824,7 @@ class IfThenElseNode : public StmtNode {
   /*! \brief The branch to be executed when condition is true. */
   Stmt then_case;
   /*! \brief The branch to be executed when condition is false, can be null. */
-  Stmt else_case;
+  Optional<Stmt> else_case;
 
   void VisitAttrs(AttrVisitor* v) {
     v->Visit("condition", &condition);
@@ -854,7 +854,7 @@ class IfThenElseNode : public StmtNode {
  */
 class IfThenElse : public Stmt {
  public:
-  TVM_DLL IfThenElse(PrimExpr condition, Stmt then_case, Stmt else_case = Stmt(),
+  TVM_DLL IfThenElse(PrimExpr condition, Stmt then_case, Optional<Stmt> else_case = NullOpt,
                      Span span = Span());
 
   TVM_DEFINE_OBJECT_REF_METHODS(IfThenElse, Stmt, IfThenElseNode);

diff --git a/src/arith/ir_mutator_with_analyzer.cc b/src/arith/ir_mutator_with_analyzer.cc
@@ -71,21 +71,19 @@ Stmt IRMutatorWithAnalyzer::VisitStmt_(const IfThenElseNode* op) {
     }
   }
 
-  Stmt then_case, else_case;
+  Stmt then_case;
+  Optional<Stmt> else_case;
   {
     With<ConstraintContext> ctx(analyzer_, real_condition);
     then_case = this->VisitStmt(op->then_case);
   }
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     With<ConstraintContext> ctx(analyzer_, analyzer_->rewrite_simplify(Not(real_condition)));
-    else_case = this->VisitStmt(op->else_case);
+    else_case = this->VisitStmt(op->else_case.value());
   }
   if (is_one(real_condition)) return then_case;
   if (is_zero(real_condition)) {
-    if (else_case.defined()) {
-      return else_case;
-    }
-    return Evaluate(0);
+    return else_case.value_or(Evaluate(0));
   }
 
   if (condition.same_as(op->condition) && then_case.same_as(op->then_case) &&

diff --git a/src/arith/ir_visitor_with_analyzer.cc b/src/arith/ir_visitor_with_analyzer.cc
@@ -58,9 +58,9 @@ void IRVisitorWithAnalyzer::VisitStmt_(const IfThenElseNode* op) {
     With<ConstraintContext> constraint(&analyzer_, real_condition);
     this->VisitStmt(op->then_case);
   }
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     With<ConstraintContext> constraint(&analyzer_, analyzer_.rewrite_simplify(Not(real_condition)));
-    this->VisitStmt(op->else_case);
+    this->VisitStmt(op->else_case.value());
   }
 }
 

diff --git a/src/contrib/hybrid/codegen_hybrid.cc b/src/contrib/hybrid/codegen_hybrid.cc
@@ -381,11 +381,11 @@ void CodeGenHybrid::VisitStmt_(const IfThenElseNode* op) {
   PrintStmt(op->then_case);
   indent_ -= tab_;
 
-  if (!is_noop(op->else_case)) {
+  if (op->else_case && !is_noop(op->else_case.value())) {
     PrintIndent();
     stream << "else:\n";
     indent_ += tab_;
-    PrintStmt(op->else_case);
+    PrintStmt(op->else_case.value());
     indent_ -= tab_;
   }
 }

diff --git a/src/printer/tir_text_printer.cc b/src/printer/tir_text_printer.cc
@@ -572,8 +572,8 @@ Doc TIRTextPrinter::VisitStmt_(const DeclBufferNode* op) {
 Doc TIRTextPrinter::VisitStmt_(const IfThenElseNode* op) {
   Doc doc;
   doc << "if " << Print(op->condition) << PrintBody(op->then_case);
-  if (!is_one(op->condition) && op->else_case.defined()) {
-    doc << " else" << PrintBody(op->else_case);
+  if (!is_one(op->condition) && op->else_case) {
+    doc << " else" << PrintBody(op->else_case.value());
   }
   return doc;
 }

diff --git a/src/printer/tvmscript_printer.cc b/src/printer/tvmscript_printer.cc
@@ -1244,9 +1244,9 @@ Doc TVMScriptPrinter::VisitStmt_(const IfThenElseNode* op) {
   Doc doc;
   doc << "if " << Print(op->condition) << ":";
   doc << Doc::Indent(4, Doc::NewLine() << PrintBody(op->then_case));
-  if (!is_one(op->condition) && op->else_case.defined()) {
+  if (!is_one(op->condition) && op->else_case) {
     doc << Doc::NewLine();
-    doc << "else:" << Doc::Indent(4, Doc::NewLine() << PrintBody(op->else_case));
+    doc << "else:" << Doc::Indent(4, Doc::NewLine() << PrintBody(op->else_case.value()));
   }
   return doc;
 }

diff --git a/src/target/llvm/codegen_llvm.cc b/src/target/llvm/codegen_llvm.cc
@@ -1759,14 +1759,14 @@ void CodeGenLLVM::VisitStmt_(const IfThenElseNode* op) {
   llvm::LLVMContext* ctx = llvm_target_->GetContext();
   auto* then_block = llvm::BasicBlock::Create(*ctx, "if_then", function_);
   auto* end_block = llvm::BasicBlock::Create(*ctx, "if_end", function_);
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     auto* else_block = llvm::BasicBlock::Create(*ctx, "if_else", function_);
     builder_->CreateCondBr(cond, then_block, else_block);
     builder_->SetInsertPoint(then_block);
     this->VisitStmt(op->then_case);
     builder_->CreateBr(end_block);
     builder_->SetInsertPoint(else_block);
-    this->VisitStmt(op->else_case);
+    this->VisitStmt(op->else_case.value());
     builder_->CreateBr(end_block);
   } else {
     builder_->CreateCondBr(cond, then_block, end_block, md_very_likely_branch_);

diff --git a/src/target/source/codegen_c.cc b/src/target/source/codegen_c.cc
@@ -936,11 +936,11 @@ void CodeGenC::VisitStmt_(const IfThenElseNode* op) {
   PrintStmt(op->then_case);
   this->EndScope(then_scope);
 
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     PrintIndent();
     stream << "} else {\n";
     int else_scope = BeginScope();
-    PrintStmt(op->else_case);
+    PrintStmt(op->else_case.value());
     this->EndScope(else_scope);
   }
   PrintIndent();

diff --git a/src/target/spirv/codegen_spirv.cc b/src/target/spirv/codegen_spirv.cc
@@ -628,7 +628,7 @@ void CodeGenSPIRV::VisitStmt_(const IfThenElseNode* op) {
   spirv::Value cond = MakeValue(op->condition);
   spirv::Label then_label = builder_->NewLabel();
   spirv::Label merge_label = builder_->NewLabel();
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     spirv::Label else_label = builder_->NewLabel();
     builder_->MakeInst(spv::OpSelectionMerge, merge_label, spv::SelectionControlMaskNone);
     builder_->MakeInst(spv::OpBranchConditional, cond, then_label, else_label);
@@ -638,7 +638,7 @@ void CodeGenSPIRV::VisitStmt_(const IfThenElseNode* op) {
     builder_->MakeInst(spv::OpBranch, merge_label);
     // else block
     builder_->StartLabel(else_label);
-    this->VisitStmt(op->else_case);
+    this->VisitStmt(op->else_case.value());
     builder_->MakeInst(spv::OpBranch, merge_label);
   } else {
     builder_->MakeInst(spv::OpSelectionMerge, merge_label, spv::SelectionControlMaskNone);

diff --git a/src/target/stackvm/codegen_stackvm.cc b/src/target/stackvm/codegen_stackvm.cc
@@ -475,13 +475,13 @@ void CodeGenStackVM::VisitStmt_(const IfThenElseNode* op) {
   int64_t else_jump = this->PushOp(StackVM::RJUMP_IF_FALSE, 0);
   this->PushOp(StackVM::POP);
   this->Push(op->then_case);
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     int64_t label_then_jump = this->GetPC();
     int64_t then_jump = this->PushOp(StackVM::RJUMP, 0);
     int64_t else_begin = this->GetPC();
     this->SetOperand(else_jump, else_begin - label_ejump);
     this->PushOp(StackVM::POP);
-    this->Push(op->else_case);
+    this->Push(op->else_case.value());
     int64_t if_end = this->GetPC();
     this->SetOperand(then_jump, if_end - label_then_jump);
   } else {

diff --git a/src/tir/analysis/block_access_region_detector.cc b/src/tir/analysis/block_access_region_detector.cc
@@ -173,10 +173,10 @@ void BlockReadWriteDetector::VisitStmt_(const IfThenElseNode* op) {
     With<ConditionalBoundsContext> ctx(op->condition, &dom_map_, &hint_map_, true);
     StmtExprVisitor::VisitStmt(op->then_case);
   }
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     // Visit else branch
     With<ConditionalBoundsContext> ctx(op->condition, &dom_map_, &hint_map_, false);
-    StmtExprVisitor::VisitStmt(op->else_case);
+    StmtExprVisitor::VisitStmt(op->else_case.value());
   }
 }
 

diff --git a/src/tir/analysis/estimate_flops.cc b/src/tir/analysis/estimate_flops.cc
@@ -148,8 +148,8 @@ class FlopEstimator : private ExprFunctor<TResult(const PrimExpr& n)>,
 
   TResult VisitStmt_(const IfThenElseNode* branch) override {
     TResult cond = VisitExpr(branch->condition);
-    if (branch->else_case.defined()) {
-      cond += VisitStmt(branch->then_case).MaxWith(VisitStmt(branch->else_case));
+    if (branch->else_case) {
+      cond += VisitStmt(branch->then_case).MaxWith(VisitStmt(branch->else_case.value()));
     } else {
       cond += VisitStmt(branch->then_case);
     }

diff --git a/src/tir/ir/stmt.cc b/src/tir/ir/stmt.cc
@@ -641,7 +641,7 @@ TVM_STATIC_IR_FUNCTOR(ReprPrinter, vtable)
     });
 
 // IfThenElse
-IfThenElse::IfThenElse(PrimExpr condition, Stmt then_case, Stmt else_case, Span span) {
+IfThenElse::IfThenElse(PrimExpr condition, Stmt then_case, Optional<Stmt> else_case, Span span) {
   ICHECK(condition.defined());
   ICHECK(then_case.defined());
   // else_case may be null.
@@ -670,7 +670,7 @@ TVM_STATIC_IR_FUNCTOR(ReprPrinter, vtable)
         p->Print(op->then_case);
         p->indent -= 2;
 
-        if (!op->else_case.defined()) {
+        if (!op->else_case) {
           break;
         }
 

diff --git a/src/tir/ir/stmt_functor.cc b/src/tir/ir/stmt_functor.cc
@@ -86,8 +86,8 @@ void StmtVisitor::VisitStmt_(const BufferRealizeNode* op) {
 void StmtVisitor::VisitStmt_(const IfThenElseNode* op) {
   this->VisitExpr(op->condition);
   this->VisitStmt(op->then_case);
-  if (op->else_case.defined()) {
-    this->VisitStmt(op->else_case);
+  if (op->else_case) {
+    this->VisitStmt(op->else_case.value());
   }
 }
 
@@ -352,9 +352,9 @@ Stmt StmtMutator::VisitStmt_(const DeclBufferNode* op) {
 Stmt StmtMutator::VisitStmt_(const IfThenElseNode* op) {
   PrimExpr condition = this->VisitExpr(op->condition);
   Stmt then_case = this->VisitStmt(op->then_case);
-  Stmt else_case;
-  if (op->else_case.defined()) {
-    else_case = this->VisitStmt(op->else_case);
+  Optional<Stmt> else_case = NullOpt;
+  if (op->else_case) {
+    else_case = this->VisitStmt(op->else_case.value());
   }
   if (condition.same_as(op->condition) && then_case.same_as(op->then_case) &&
       else_case.same_as(op->else_case)) {

diff --git a/src/tir/transforms/common_subexpr_elim_tools.cc b/src/tir/transforms/common_subexpr_elim_tools.cc
@@ -434,9 +434,9 @@ void ComputationsDoneBy::VisitStmt_(const IfThenElseNode* op) {
   table_of_computations_.clear();
 
   ComputationTable computations_done_by_else;
-  if (op->else_case.defined()) {
-    // And finally calls the VisitStmt() method on the `then_case` child
-    VisitStmt(op->else_case);
+  if (op->else_case) {
+    // And finally calls the VisitStmt() method on the `else_case` child
+    VisitStmt(op->else_case.value());
     computations_done_by_else = table_of_computations_;
     table_of_computations_.clear();
   }

diff --git a/src/tir/transforms/compact_buffer_region.cc b/src/tir/transforms/compact_buffer_region.cc
@@ -184,10 +184,10 @@ class BufferAccessRegionCollector : public StmtExprVisitor {
       With<ConditionalBoundsContext> ctx(op->condition, &dom_map_, &hint_map_, true);
       StmtExprVisitor::VisitStmt(op->then_case);
     }
-    if (op->else_case.defined()) {
+    if (op->else_case) {
       // Visit else branch
       With<ConditionalBoundsContext> ctx(op->condition, &dom_map_, &hint_map_, false);
-      StmtExprVisitor::VisitStmt(op->else_case);
+      StmtExprVisitor::VisitStmt(op->else_case.value());
     }
   }
 

diff --git a/src/tir/transforms/coproc_sync.cc b/src/tir/transforms/coproc_sync.cc
@@ -417,8 +417,8 @@ class CoProcInstDepDetector : public StmtVisitor {
       first_state_.clear();
       last_state_.clear();
     }
-    if (op->else_case.defined()) {
-      this->VisitStmt(op->else_case);
+    if (op->else_case) {
+      this->VisitStmt(op->else_case.value());
       if (last_state_.node != nullptr) {
         curr_state.node = op;
         MatchFixEnterPop(first_state_);

diff --git a/src/tir/transforms/inject_virtual_thread.cc b/src/tir/transforms/inject_virtual_thread.cc
@@ -360,11 +360,11 @@ class VTInjector : public arith::IRMutatorWithAnalyzer {
     visit_touched_var_ = false;
     ICHECK_EQ(max_loop_depth_, 0);
     Stmt then_case = this->VisitStmt(op->then_case);
-    Stmt else_case;
-    if (op->else_case.defined()) {
+    Optional<Stmt> else_case = NullOpt;
+    if (op->else_case) {
       int temp = max_loop_depth_;
       max_loop_depth_ = 0;
-      else_case = this->VisitStmt(op->else_case);
+      else_case = this->VisitStmt(op->else_case.value());
       max_loop_depth_ = std::max(temp, max_loop_depth_);
     }
     if (condition.same_as(op->condition) && then_case.same_as(op->then_case) &&

diff --git a/src/tir/transforms/ir_utils.cc b/src/tir/transforms/ir_utils.cc
@@ -56,7 +56,7 @@ Stmt MergeNest(const std::vector<Stmt>& nest, Stmt body) {
     } else if (const auto* ite = s.as<IfThenElseNode>()) {
       auto n = make_object<IfThenElseNode>(*ite);
       ICHECK(is_no_op(n->then_case));
-      ICHECK(!n->else_case.defined());
+      ICHECK(!n->else_case);
       n->then_case = body;
       body = Stmt(n);
     } else if (const auto* seq = s.as<SeqStmtNode>()) {

diff --git a/src/tir/transforms/lift_attr_scope.cc b/src/tir/transforms/lift_attr_scope.cc
@@ -122,15 +122,15 @@ class AttrScopeLifter : public StmtMutator {
   }
 
   Stmt VisitStmt_(const IfThenElseNode* op) final {
-    if (!op->else_case.defined()) {
+    if (!op->else_case) {
       return StmtMutator::VisitStmt_(op);
     }
     Stmt then_case = this->VisitStmt(op->then_case);
     ObjectRef first_node;
     PrimExpr first_value;
     std::swap(first_node, attr_node_);
     std::swap(first_value, attr_value_);
-    Stmt else_case = this->VisitStmt(op->else_case);
+    Stmt else_case = this->VisitStmt(op->else_case.value());
     if (attr_node_.defined() && attr_value_.defined() && first_node.defined() &&
         first_value.defined() && attr_node_.same_as(first_node) &&
         ValueSame(attr_value_, first_value)) {

diff --git a/src/tir/transforms/profile_instrumentation.cc b/src/tir/transforms/profile_instrumentation.cc
@@ -110,8 +110,8 @@ class LoopAnalyzer : public StmtExprVisitor {
     } else if (stmt->IsInstance<IfThenElseNode>()) {
       const IfThenElseNode* n = stmt.as<IfThenElseNode>();
       unsigned height = TraverseLoop(n->then_case, parent_depth, has_parallel);
-      if (n->else_case.defined()) {
-        height = std::max(height, TraverseLoop(n->else_case, parent_depth, has_parallel));
+      if (n->else_case) {
+        height = std::max(height, TraverseLoop(n->else_case.value(), parent_depth, has_parallel));
       }
       return height;
     } else if (stmt->IsInstance<ForNode>()) {

diff --git a/src/tir/transforms/remove_no_op.cc b/src/tir/transforms/remove_no_op.cc
@@ -69,8 +69,8 @@ class NoOpRemover : public StmtMutator {
   Stmt VisitStmt_(const IfThenElseNode* op) final {
     Stmt stmt = StmtMutator::VisitStmt_(op);
     op = stmt.as<IfThenElseNode>();
-    if (op->else_case.defined()) {
-      if (is_no_op(op->else_case)) {
+    if (op->else_case) {
+      if (is_no_op(op->else_case.value())) {
         if (is_no_op(op->then_case)) {
           return MakeEvaluate(op->condition);
         } else {

diff --git a/src/tir/transforms/simplify.cc b/src/tir/transforms/simplify.cc
@@ -128,8 +128,8 @@ class StmtSimplifier : public IRMutatorWithAnalyzer {
     if (const int64_t* as_int = as_const_int(cond)) {
       if (*as_int) {
         return this->VisitStmt(op->then_case);
-      } else if (op->else_case.defined()) {
-        return this->VisitStmt(op->else_case);
+      } else if (op->else_case) {
+        return this->VisitStmt(op->else_case.value());
       } else {
         return Evaluate(0);
       }

diff --git a/src/tir/transforms/storage_access.cc b/src/tir/transforms/storage_access.cc
@@ -187,9 +187,9 @@ void StorageAccessVisitor::VisitStmt_(const IfThenElseNode* op) {
   s.stmt = op;
   s.access = Summarize(std::move(scope_.back()), nullptr);
   scope_.pop_back();
-  if (op->else_case.defined()) {
+  if (op->else_case) {
     scope_.push_back(std::vector<StmtEntry>());
-    this->VisitStmt(op->else_case);
+    this->VisitStmt(op->else_case.value());
     auto v = Summarize(std::move(scope_.back()), nullptr);
     scope_.pop_back();
     s.access.insert(s.access.end(), v.begin(), v.end());

diff --git a/src/tir/transforms/vectorize_loop.cc b/src/tir/transforms/vectorize_loop.cc
@@ -490,9 +490,9 @@ class Vectorizer : public StmtMutator, public ExprFunctor<PrimExpr(const PrimExp
       return Scalarize(GetRef<Stmt>(op));
     }
     Stmt then_case = this->VisitStmt(op->then_case);
-    Stmt else_case;
-    if (op->else_case.defined()) {
-      else_case = this->VisitStmt(op->else_case);
+    Optional<Stmt> else_case = NullOpt;
+    if (op->else_case) {
+      else_case = this->VisitStmt(op->else_case.value());
     }
     if (condition.same_as(op->condition) && then_case.same_as(op->then_case) &&
         else_case.same_as(op->else_case)) {