| // Copyright (c) 2018 Google LLC. | |
| // | |
| // Licensed under the Apache License, Version 2.0 (the "License"); | |
| // you may not use this file except in compliance with the License. | |
| // You may obtain a copy of the License at | |
| // | |
| // http://www.apache.org/licenses/LICENSE-2.0 | |
| // | |
| // Unless required by applicable law or agreed to in writing, software | |
| // distributed under the License is distributed on an "AS IS" BASIS, | |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| // See the License for the specific language governing permissions and | |
| // limitations under the License. | |
| #include "source/opt/register_pressure.h" | |
| #include <algorithm> | |
| #include <iterator> | |
| #include "source/opt/cfg.h" | |
| #include "source/opt/def_use_manager.h" | |
| #include "source/opt/dominator_tree.h" | |
| #include "source/opt/function.h" | |
| #include "source/opt/ir_context.h" | |
| #include "source/opt/iterator.h" | |
| namespace spvtools { | |
| namespace opt { | |
| namespace { | |
| // Predicate for the FilterIterator to only consider instructions that are not | |
| // phi instructions defined in the basic block |bb|. | |
| class ExcludePhiDefinedInBlock { | |
| public: | |
| ExcludePhiDefinedInBlock(IRContext* context, const BasicBlock* bb) | |
| : context_(context), bb_(bb) {} | |
| bool operator()(Instruction* insn) const { | |
| return !(insn->opcode() == SpvOpPhi && | |
| context_->get_instr_block(insn) == bb_); | |
| } | |
| private: | |
| IRContext* context_; | |
| const BasicBlock* bb_; | |
| }; | |
| // Returns true if |insn| generates a SSA register that is likely to require a | |
| // physical register. | |
| bool CreatesRegisterUsage(Instruction* insn) { | |
| if (!insn->HasResultId()) return false; | |
| if (insn->opcode() == SpvOpUndef) return false; | |
| if (IsConstantInst(insn->opcode())) return false; | |
| if (insn->opcode() == SpvOpLabel) return false; | |
| return true; | |
| } | |
| // Compute the register liveness for each basic block of a function. This also | |
| // fill-up some information about the pick register usage and a break down of | |
| // register usage. This implements: "A non-iterative data-flow algorithm for | |
| // computing liveness sets in strict ssa programs" from Boissinot et al. | |
| class ComputeRegisterLiveness { | |
| public: | |
| ComputeRegisterLiveness(RegisterLiveness* reg_pressure, Function* f) | |
| : reg_pressure_(reg_pressure), | |
| context_(reg_pressure->GetContext()), | |
| function_(f), | |
| cfg_(*reg_pressure->GetContext()->cfg()), | |
| def_use_manager_(*reg_pressure->GetContext()->get_def_use_mgr()), | |
| dom_tree_( | |
| reg_pressure->GetContext()->GetDominatorAnalysis(f)->GetDomTree()), | |
| loop_desc_(*reg_pressure->GetContext()->GetLoopDescriptor(f)) {} | |
| // Computes the register liveness for |function_| and then estimate the | |
| // register usage. The liveness algorithm works in 2 steps: | |
| // - First, compute the liveness for each basic blocks, but will ignore any | |
| // back-edge; | |
| // - Second, walk loop forest to propagate registers crossing back-edges | |
| // (add iterative values into the liveness set). | |
| void Compute() { | |
| cfg_.ForEachBlockInPostOrder(&*function_->begin(), [this](BasicBlock* bb) { | |
| ComputePartialLiveness(bb); | |
| }); | |
| DoLoopLivenessUnification(); | |
| EvaluateRegisterRequirements(); | |
| } | |
| private: | |
| // Registers all SSA register used by successors of |bb| in their phi | |
| // instructions. | |
| void ComputePhiUses(const BasicBlock& bb, | |
| RegisterLiveness::RegionRegisterLiveness::LiveSet* live) { | |
| uint32_t bb_id = bb.id(); | |
| bb.ForEachSuccessorLabel([live, bb_id, this](uint32_t sid) { | |
| BasicBlock* succ_bb = cfg_.block(sid); | |
| succ_bb->ForEachPhiInst([live, bb_id, this](const Instruction* phi) { | |
| for (uint32_t i = 0; i < phi->NumInOperands(); i += 2) { | |
| if (phi->GetSingleWordInOperand(i + 1) == bb_id) { | |
| Instruction* insn_op = | |
| def_use_manager_.GetDef(phi->GetSingleWordInOperand(i)); | |
| if (CreatesRegisterUsage(insn_op)) { | |
| live->insert(insn_op); | |
| break; | |
| } | |
| } | |
| } | |
| }); | |
| }); | |
| } | |
| // Computes register liveness for each basic blocks but ignores all | |
| // back-edges. | |
| void ComputePartialLiveness(BasicBlock* bb) { | |
| assert(reg_pressure_->Get(bb) == nullptr && | |
| "Basic block already processed"); | |
| RegisterLiveness::RegionRegisterLiveness* live_inout = | |
| reg_pressure_->GetOrInsert(bb->id()); | |
| ComputePhiUses(*bb, &live_inout->live_out_); | |
| const BasicBlock* cbb = bb; | |
| cbb->ForEachSuccessorLabel([&live_inout, bb, this](uint32_t sid) { | |
| // Skip back edges. | |
| if (dom_tree_.Dominates(sid, bb->id())) { | |
| return; | |
| } | |
| BasicBlock* succ_bb = cfg_.block(sid); | |
| RegisterLiveness::RegionRegisterLiveness* succ_live_inout = | |
| reg_pressure_->Get(succ_bb); | |
| assert(succ_live_inout && | |
| "Successor liveness analysis was not performed"); | |
| ExcludePhiDefinedInBlock predicate(context_, succ_bb); | |
| auto filter = | |
| MakeFilterIteratorRange(succ_live_inout->live_in_.begin(), | |
| succ_live_inout->live_in_.end(), predicate); | |
| live_inout->live_out_.insert(filter.begin(), filter.end()); | |
| }); | |
| live_inout->live_in_ = live_inout->live_out_; | |
| for (Instruction& insn : make_range(bb->rbegin(), bb->rend())) { | |
| if (insn.opcode() == SpvOpPhi) { | |
| live_inout->live_in_.insert(&insn); | |
| break; | |
| } | |
| live_inout->live_in_.erase(&insn); | |
| insn.ForEachInId([live_inout, this](uint32_t* id) { | |
| Instruction* insn_op = def_use_manager_.GetDef(*id); | |
| if (CreatesRegisterUsage(insn_op)) { | |
| live_inout->live_in_.insert(insn_op); | |
| } | |
| }); | |
| } | |
| } | |
| // Propagates the register liveness information of each loop iterators. | |
| void DoLoopLivenessUnification() { | |
| for (const Loop* loop : *loop_desc_.GetDummyRootLoop()) { | |
| DoLoopLivenessUnification(*loop); | |
| } | |
| } | |
| // Propagates the register liveness information of loop iterators trough-out | |
| // the loop body. | |
| void DoLoopLivenessUnification(const Loop& loop) { | |
| auto blocks_in_loop = MakeFilterIteratorRange( | |
| loop.GetBlocks().begin(), loop.GetBlocks().end(), | |
| [&loop, this](uint32_t bb_id) { | |
| return bb_id != loop.GetHeaderBlock()->id() && | |
| loop_desc_[bb_id] == &loop; | |
| }); | |
| RegisterLiveness::RegionRegisterLiveness* header_live_inout = | |
| reg_pressure_->Get(loop.GetHeaderBlock()); | |
| assert(header_live_inout && | |
| "Liveness analysis was not performed for the current block"); | |
| ExcludePhiDefinedInBlock predicate(context_, loop.GetHeaderBlock()); | |
| auto live_loop = | |
| MakeFilterIteratorRange(header_live_inout->live_in_.begin(), | |
| header_live_inout->live_in_.end(), predicate); | |
| for (uint32_t bb_id : blocks_in_loop) { | |
| BasicBlock* bb = cfg_.block(bb_id); | |
| RegisterLiveness::RegionRegisterLiveness* live_inout = | |
| reg_pressure_->Get(bb); | |
| live_inout->live_in_.insert(live_loop.begin(), live_loop.end()); | |
| live_inout->live_out_.insert(live_loop.begin(), live_loop.end()); | |
| } | |
| for (const Loop* inner_loop : loop) { | |
| RegisterLiveness::RegionRegisterLiveness* live_inout = | |
| reg_pressure_->Get(inner_loop->GetHeaderBlock()); | |
| live_inout->live_in_.insert(live_loop.begin(), live_loop.end()); | |
| live_inout->live_out_.insert(live_loop.begin(), live_loop.end()); | |
| DoLoopLivenessUnification(*inner_loop); | |
| } | |
| } | |
| // Get the number of required registers for this each basic block. | |
| void EvaluateRegisterRequirements() { | |
| for (BasicBlock& bb : *function_) { | |
| RegisterLiveness::RegionRegisterLiveness* live_inout = | |
| reg_pressure_->Get(bb.id()); | |
| assert(live_inout != nullptr && "Basic block not processed"); | |
| size_t reg_count = live_inout->live_out_.size(); | |
| for (Instruction* insn : live_inout->live_out_) { | |
| live_inout->AddRegisterClass(insn); | |
| } | |
| live_inout->used_registers_ = reg_count; | |
| std::unordered_set<uint32_t> die_in_block; | |
| for (Instruction& insn : make_range(bb.rbegin(), bb.rend())) { | |
| // If it is a phi instruction, the register pressure will not change | |
| // anymore. | |
| if (insn.opcode() == SpvOpPhi) { | |
| break; | |
| } | |
| insn.ForEachInId( | |
| [live_inout, &die_in_block, ®_count, this](uint32_t* id) { | |
| Instruction* op_insn = def_use_manager_.GetDef(*id); | |
| if (!CreatesRegisterUsage(op_insn) || | |
| live_inout->live_out_.count(op_insn)) { | |
| // already taken into account. | |
| return; | |
| } | |
| if (!die_in_block.count(*id)) { | |
| live_inout->AddRegisterClass(def_use_manager_.GetDef(*id)); | |
| reg_count++; | |
| die_in_block.insert(*id); | |
| } | |
| }); | |
| live_inout->used_registers_ = | |
| std::max(live_inout->used_registers_, reg_count); | |
| if (CreatesRegisterUsage(&insn)) { | |
| reg_count--; | |
| } | |
| } | |
| } | |
| } | |
| RegisterLiveness* reg_pressure_; | |
| IRContext* context_; | |
| Function* function_; | |
| CFG& cfg_; | |
| analysis::DefUseManager& def_use_manager_; | |
| DominatorTree& dom_tree_; | |
| LoopDescriptor& loop_desc_; | |
| }; | |
| } // namespace | |
| // Get the number of required registers for each basic block. | |
| void RegisterLiveness::RegionRegisterLiveness::AddRegisterClass( | |
| Instruction* insn) { | |
| assert(CreatesRegisterUsage(insn) && "Instruction does not use a register"); | |
| analysis::Type* type = | |
| insn->context()->get_type_mgr()->GetType(insn->type_id()); | |
| RegisterLiveness::RegisterClass reg_class{type, false}; | |
| insn->context()->get_decoration_mgr()->WhileEachDecoration( | |
| insn->result_id(), SpvDecorationUniform, | |
| [®_class](const Instruction&) { | |
| reg_class.is_uniform_ = true; | |
| return false; | |
| }); | |
| AddRegisterClass(reg_class); | |
| } | |
| void RegisterLiveness::Analyze(Function* f) { | |
| block_pressure_.clear(); | |
| ComputeRegisterLiveness(this, f).Compute(); | |
| } | |
| void RegisterLiveness::ComputeLoopRegisterPressure( | |
| const Loop& loop, RegionRegisterLiveness* loop_reg_pressure) const { | |
| loop_reg_pressure->Clear(); | |
| const RegionRegisterLiveness* header_live_inout = Get(loop.GetHeaderBlock()); | |
| loop_reg_pressure->live_in_ = header_live_inout->live_in_; | |
| std::unordered_set<uint32_t> exit_blocks; | |
| loop.GetExitBlocks(&exit_blocks); | |
| for (uint32_t bb_id : exit_blocks) { | |
| const RegionRegisterLiveness* live_inout = Get(bb_id); | |
| loop_reg_pressure->live_out_.insert(live_inout->live_in_.begin(), | |
| live_inout->live_in_.end()); | |
| } | |
| std::unordered_set<uint32_t> seen_insn; | |
| for (Instruction* insn : loop_reg_pressure->live_out_) { | |
| loop_reg_pressure->AddRegisterClass(insn); | |
| seen_insn.insert(insn->result_id()); | |
| } | |
| for (Instruction* insn : loop_reg_pressure->live_in_) { | |
| if (!seen_insn.count(insn->result_id())) { | |
| continue; | |
| } | |
| loop_reg_pressure->AddRegisterClass(insn); | |
| seen_insn.insert(insn->result_id()); | |
| } | |
| loop_reg_pressure->used_registers_ = 0; | |
| for (uint32_t bb_id : loop.GetBlocks()) { | |
| BasicBlock* bb = context_->cfg()->block(bb_id); | |
| const RegionRegisterLiveness* live_inout = Get(bb_id); | |
| assert(live_inout != nullptr && "Basic block not processed"); | |
| loop_reg_pressure->used_registers_ = std::max( | |
| loop_reg_pressure->used_registers_, live_inout->used_registers_); | |
| for (Instruction& insn : *bb) { | |
| if (insn.opcode() == SpvOpPhi || !CreatesRegisterUsage(&insn) || | |
| seen_insn.count(insn.result_id())) { | |
| continue; | |
| } | |
| loop_reg_pressure->AddRegisterClass(&insn); | |
| } | |
| } | |
| } | |
| void RegisterLiveness::SimulateFusion( | |
| const Loop& l1, const Loop& l2, RegionRegisterLiveness* sim_result) const { | |
| sim_result->Clear(); | |
| // Compute the live-in state: | |
| // sim_result.live_in = l1.live_in U l2.live_in | |
| // This assumes that |l1| does not generated register that is live-out for | |
| // |l1|. | |
| const RegionRegisterLiveness* l1_header_live_inout = Get(l1.GetHeaderBlock()); | |
| sim_result->live_in_ = l1_header_live_inout->live_in_; | |
| const RegionRegisterLiveness* l2_header_live_inout = Get(l2.GetHeaderBlock()); | |
| sim_result->live_in_.insert(l2_header_live_inout->live_in_.begin(), | |
| l2_header_live_inout->live_in_.end()); | |
| // The live-out set of the fused loop is the l2 live-out set. | |
| std::unordered_set<uint32_t> exit_blocks; | |
| l2.GetExitBlocks(&exit_blocks); | |
| for (uint32_t bb_id : exit_blocks) { | |
| const RegionRegisterLiveness* live_inout = Get(bb_id); | |
| sim_result->live_out_.insert(live_inout->live_in_.begin(), | |
| live_inout->live_in_.end()); | |
| } | |
| // Compute the register usage information. | |
| std::unordered_set<uint32_t> seen_insn; | |
| for (Instruction* insn : sim_result->live_out_) { | |
| sim_result->AddRegisterClass(insn); | |
| seen_insn.insert(insn->result_id()); | |
| } | |
| for (Instruction* insn : sim_result->live_in_) { | |
| if (!seen_insn.count(insn->result_id())) { | |
| continue; | |
| } | |
| sim_result->AddRegisterClass(insn); | |
| seen_insn.insert(insn->result_id()); | |
| } | |
| sim_result->used_registers_ = 0; | |
| // The loop fusion is injecting the l1 before the l2, the latch of l1 will be | |
| // connected to the header of l2. | |
| // To compute the register usage, we inject the loop live-in (union of l1 and | |
| // l2 live-in header blocks) into the the live in/out of each basic block of | |
| // l1 to get the peak register usage. We then repeat the operation to for l2 | |
| // basic blocks but in this case we inject the live-out of the latch of l1. | |
| auto live_loop = MakeFilterIteratorRange( | |
| sim_result->live_in_.begin(), sim_result->live_in_.end(), | |
| [&l1, &l2](Instruction* insn) { | |
| BasicBlock* bb = insn->context()->get_instr_block(insn); | |
| return insn->HasResultId() && | |
| !(insn->opcode() == SpvOpPhi && | |
| (bb == l1.GetHeaderBlock() || bb == l2.GetHeaderBlock())); | |
| }); | |
| for (uint32_t bb_id : l1.GetBlocks()) { | |
| BasicBlock* bb = context_->cfg()->block(bb_id); | |
| const RegionRegisterLiveness* live_inout_info = Get(bb_id); | |
| assert(live_inout_info != nullptr && "Basic block not processed"); | |
| RegionRegisterLiveness::LiveSet live_out = live_inout_info->live_out_; | |
| live_out.insert(live_loop.begin(), live_loop.end()); | |
| sim_result->used_registers_ = | |
| std::max(sim_result->used_registers_, | |
| live_inout_info->used_registers_ + live_out.size() - | |
| live_inout_info->live_out_.size()); | |
| for (Instruction& insn : *bb) { | |
| if (insn.opcode() == SpvOpPhi || !CreatesRegisterUsage(&insn) || | |
| seen_insn.count(insn.result_id())) { | |
| continue; | |
| } | |
| sim_result->AddRegisterClass(&insn); | |
| } | |
| } | |
| const RegionRegisterLiveness* l1_latch_live_inout_info = | |
| Get(l1.GetLatchBlock()->id()); | |
| assert(l1_latch_live_inout_info != nullptr && "Basic block not processed"); | |
| RegionRegisterLiveness::LiveSet l1_latch_live_out = | |
| l1_latch_live_inout_info->live_out_; | |
| l1_latch_live_out.insert(live_loop.begin(), live_loop.end()); | |
| auto live_loop_l2 = | |
| make_range(l1_latch_live_out.begin(), l1_latch_live_out.end()); | |
| for (uint32_t bb_id : l2.GetBlocks()) { | |
| BasicBlock* bb = context_->cfg()->block(bb_id); | |
| const RegionRegisterLiveness* live_inout_info = Get(bb_id); | |
| assert(live_inout_info != nullptr && "Basic block not processed"); | |
| RegionRegisterLiveness::LiveSet live_out = live_inout_info->live_out_; | |
| live_out.insert(live_loop_l2.begin(), live_loop_l2.end()); | |
| sim_result->used_registers_ = | |
| std::max(sim_result->used_registers_, | |
| live_inout_info->used_registers_ + live_out.size() - | |
| live_inout_info->live_out_.size()); | |
| for (Instruction& insn : *bb) { | |
| if (insn.opcode() == SpvOpPhi || !CreatesRegisterUsage(&insn) || | |
| seen_insn.count(insn.result_id())) { | |
| continue; | |
| } | |
| sim_result->AddRegisterClass(&insn); | |
| } | |
| } | |
| } | |
| void RegisterLiveness::SimulateFission( | |
| const Loop& loop, const std::unordered_set<Instruction*>& moved_inst, | |
| const std::unordered_set<Instruction*>& copied_inst, | |
| RegionRegisterLiveness* l1_sim_result, | |
| RegionRegisterLiveness* l2_sim_result) const { | |
| l1_sim_result->Clear(); | |
| l2_sim_result->Clear(); | |
| // Filter predicates: consider instructions that only belong to the first and | |
| // second loop. | |
| auto belong_to_loop1 = [&moved_inst, &copied_inst, &loop](Instruction* insn) { | |
| return moved_inst.count(insn) || copied_inst.count(insn) || | |
| !loop.IsInsideLoop(insn); | |
| }; | |
| auto belong_to_loop2 = [&moved_inst](Instruction* insn) { | |
| return !moved_inst.count(insn); | |
| }; | |
| const RegionRegisterLiveness* header_live_inout = Get(loop.GetHeaderBlock()); | |
| // l1 live-in | |
| { | |
| auto live_loop = MakeFilterIteratorRange( | |
| header_live_inout->live_in_.begin(), header_live_inout->live_in_.end(), | |
| belong_to_loop1); | |
| l1_sim_result->live_in_.insert(live_loop.begin(), live_loop.end()); | |
| } | |
| // l2 live-in | |
| { | |
| auto live_loop = MakeFilterIteratorRange( | |
| header_live_inout->live_in_.begin(), header_live_inout->live_in_.end(), | |
| belong_to_loop2); | |
| l2_sim_result->live_in_.insert(live_loop.begin(), live_loop.end()); | |
| } | |
| std::unordered_set<uint32_t> exit_blocks; | |
| loop.GetExitBlocks(&exit_blocks); | |
| // l2 live-out. | |
| for (uint32_t bb_id : exit_blocks) { | |
| const RegionRegisterLiveness* live_inout = Get(bb_id); | |
| l2_sim_result->live_out_.insert(live_inout->live_in_.begin(), | |
| live_inout->live_in_.end()); | |
| } | |
| // l1 live-out. | |
| { | |
| auto live_out = MakeFilterIteratorRange(l2_sim_result->live_out_.begin(), | |
| l2_sim_result->live_out_.end(), | |
| belong_to_loop1); | |
| l1_sim_result->live_out_.insert(live_out.begin(), live_out.end()); | |
| } | |
| { | |
| auto live_out = | |
| MakeFilterIteratorRange(l2_sim_result->live_in_.begin(), | |
| l2_sim_result->live_in_.end(), belong_to_loop1); | |
| l1_sim_result->live_out_.insert(live_out.begin(), live_out.end()); | |
| } | |
| // Lives out of l1 are live out of l2 so are live in of l2 as well. | |
| l2_sim_result->live_in_.insert(l1_sim_result->live_out_.begin(), | |
| l1_sim_result->live_out_.end()); | |
| for (Instruction* insn : l1_sim_result->live_in_) { | |
| l1_sim_result->AddRegisterClass(insn); | |
| } | |
| for (Instruction* insn : l2_sim_result->live_in_) { | |
| l2_sim_result->AddRegisterClass(insn); | |
| } | |
| l1_sim_result->used_registers_ = 0; | |
| l2_sim_result->used_registers_ = 0; | |
| for (uint32_t bb_id : loop.GetBlocks()) { | |
| BasicBlock* bb = context_->cfg()->block(bb_id); | |
| const RegisterLiveness::RegionRegisterLiveness* live_inout = Get(bb_id); | |
| assert(live_inout != nullptr && "Basic block not processed"); | |
| auto l1_block_live_out = | |
| MakeFilterIteratorRange(live_inout->live_out_.begin(), | |
| live_inout->live_out_.end(), belong_to_loop1); | |
| auto l2_block_live_out = | |
| MakeFilterIteratorRange(live_inout->live_out_.begin(), | |
| live_inout->live_out_.end(), belong_to_loop2); | |
| size_t l1_reg_count = | |
| std::distance(l1_block_live_out.begin(), l1_block_live_out.end()); | |
| size_t l2_reg_count = | |
| std::distance(l2_block_live_out.begin(), l2_block_live_out.end()); | |
| std::unordered_set<uint32_t> die_in_block; | |
| for (Instruction& insn : make_range(bb->rbegin(), bb->rend())) { | |
| if (insn.opcode() == SpvOpPhi) { | |
| break; | |
| } | |
| bool does_belong_to_loop1 = belong_to_loop1(&insn); | |
| bool does_belong_to_loop2 = belong_to_loop2(&insn); | |
| insn.ForEachInId([live_inout, &die_in_block, &l1_reg_count, &l2_reg_count, | |
| does_belong_to_loop1, does_belong_to_loop2, | |
| this](uint32_t* id) { | |
| Instruction* op_insn = context_->get_def_use_mgr()->GetDef(*id); | |
| if (!CreatesRegisterUsage(op_insn) || | |
| live_inout->live_out_.count(op_insn)) { | |
| // already taken into account. | |
| return; | |
| } | |
| if (!die_in_block.count(*id)) { | |
| if (does_belong_to_loop1) { | |
| l1_reg_count++; | |
| } | |
| if (does_belong_to_loop2) { | |
| l2_reg_count++; | |
| } | |
| die_in_block.insert(*id); | |
| } | |
| }); | |
| l1_sim_result->used_registers_ = | |
| std::max(l1_sim_result->used_registers_, l1_reg_count); | |
| l2_sim_result->used_registers_ = | |
| std::max(l2_sim_result->used_registers_, l2_reg_count); | |
| if (CreatesRegisterUsage(&insn)) { | |
| if (does_belong_to_loop1) { | |
| if (!l1_sim_result->live_in_.count(&insn)) { | |
| l1_sim_result->AddRegisterClass(&insn); | |
| } | |
| l1_reg_count--; | |
| } | |
| if (does_belong_to_loop2) { | |
| if (!l2_sim_result->live_in_.count(&insn)) { | |
| l2_sim_result->AddRegisterClass(&insn); | |
| } | |
| l2_reg_count--; | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } // namespace opt | |
| } // namespace spvtools |