| 1 | // Copyright (c) 2018 Google LLC. | 
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| 2 | // | 
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| 3 | // Licensed under the Apache License, Version 2.0 (the "License"); | 
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| 4 | // you may not use this file except in compliance with the License. | 
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| 5 | // You may obtain a copy of the License at | 
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| 6 | // | 
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| 7 | //     http://www.apache.org/licenses/LICENSE-2.0 | 
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| 8 | // | 
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| 9 | // Unless required by applicable law or agreed to in writing, software | 
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| 10 | // distributed under the License is distributed on an "AS IS" BASIS, | 
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| 11 | // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | 
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| 12 | // See the License for the specific language governing permissions and | 
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| 13 | // limitations under the License. | 
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| 14 |  | 
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| 15 | #include "source/opt/loop_fission.h" | 
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| 16 |  | 
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| 17 | #include <set> | 
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| 18 |  | 
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| 19 | #include "source/opt/register_pressure.h" | 
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| 20 |  | 
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| 21 | // Implement loop fission with an optional parameter to split only | 
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| 22 | // if the register pressure in a given loop meets a certain criteria. This is | 
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| 23 | // controlled via the constructors of LoopFissionPass. | 
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| 24 | // | 
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| 25 | // 1 - Build a list of loops to be split, these are top level loops (loops | 
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| 26 | // without child loops themselves) which meet the register pressure criteria, as | 
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| 27 | // determined by the ShouldSplitLoop method of LoopFissionPass. | 
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| 28 | // | 
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| 29 | // 2 - For each loop in the list, group each instruction into a set of related | 
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| 30 | // instructions by traversing each instructions users and operands recursively. | 
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| 31 | // We stop if we encounter an instruction we have seen before or an instruction | 
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| 32 | // which we don't consider relevent (i.e OpLoopMerge). We then group these | 
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| 33 | // groups into two different sets, one for the first loop and one for the | 
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| 34 | // second. | 
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| 35 | // | 
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| 36 | // 3 - We then run CanPerformSplit to check that it would be legal to split a | 
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| 37 | // loop using those two sets. We check that we haven't altered the relative | 
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| 38 | // order load/stores appear in the binary and that we aren't breaking any | 
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| 39 | // dependency between load/stores by splitting them into two loops. We also | 
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| 40 | // check that none of the OpBranch instructions are dependent on a load as we | 
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| 41 | // leave control flow structure intact and move only instructions in the body so | 
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| 42 | // we want to avoid any loads with side affects or aliasing. | 
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| 43 | // | 
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| 44 | // 4 - We then split the loop by calling SplitLoop. This function clones the | 
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| 45 | // loop and attaches it to the preheader and connects the new loops merge block | 
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| 46 | // to the current loop header block. We then use the two sets built in step 2 to | 
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| 47 | // remove instructions from each loop. If an instruction appears in the first | 
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| 48 | // set it is removed from the second loop and vice versa. | 
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| 49 | // | 
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| 50 | // 5 - If the multiple split passes flag is set we check if each of the loops | 
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| 51 | // still meet the register pressure criteria. If they do then we add them to the | 
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| 52 | // list of loops to be split (created in step one) to allow for loops to be | 
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| 53 | // split multiple times. | 
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| 54 | // | 
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| 55 |  | 
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| 56 | namespace spvtools { | 
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| 57 | namespace opt { | 
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| 58 |  | 
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| 59 | class LoopFissionImpl { | 
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| 60 | public: | 
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| 61 | LoopFissionImpl(IRContext* context, Loop* loop) | 
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| 62 | : context_(context), loop_(loop), load_used_in_condition_(false) {} | 
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| 63 |  | 
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| 64 | // Group each instruction in the loop into sets of instructions related by | 
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| 65 | // their usedef chains. An instruction which uses another will appear in the | 
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| 66 | // same set. Then merge those sets into just two sets. Returns false if there | 
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| 67 | // was one or less sets created. | 
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| 68 | bool GroupInstructionsByUseDef(); | 
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| 69 |  | 
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| 70 | // Check if the sets built by GroupInstructionsByUseDef violate any data | 
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| 71 | // dependence rules. | 
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| 72 | bool CanPerformSplit(); | 
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| 73 |  | 
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| 74 | // Split the loop and return a pointer to the new loop. | 
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| 75 | Loop* SplitLoop(); | 
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| 76 |  | 
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| 77 | // Checks if |inst| is safe to move. We can only move instructions which don't | 
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| 78 | // have any side effects and OpLoads and OpStores. | 
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| 79 | bool MovableInstruction(const Instruction& inst) const; | 
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| 80 |  | 
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| 81 | private: | 
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| 82 | // Traverse the def use chain of |inst| and add the users and uses of |inst| | 
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| 83 | // which are in the same loop to the |returned_set|. | 
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| 84 | void TraverseUseDef(Instruction* inst, std::set<Instruction*>* returned_set, | 
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| 85 | bool ignore_phi_users = false, bool report_loads = false); | 
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| 86 |  | 
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| 87 | // We group the instructions in the block into two different groups, the | 
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| 88 | // instructions to be kept in the original loop and the ones to be cloned into | 
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| 89 | // the new loop. As the cloned loop is attached to the preheader it will be | 
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| 90 | // the first loop and the second loop will be the original. | 
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| 91 | std::set<Instruction*> cloned_loop_instructions_; | 
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| 92 | std::set<Instruction*> original_loop_instructions_; | 
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| 93 |  | 
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| 94 | // We need a set of all the instructions to be seen so we can break any | 
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| 95 | // recursion and also so we can ignore certain instructions by preemptively | 
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| 96 | // adding them to this set. | 
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| 97 | std::set<Instruction*> seen_instructions_; | 
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| 98 |  | 
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| 99 | // A map of instructions to their relative position in the function. | 
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| 100 | std::map<Instruction*, size_t> instruction_order_; | 
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| 101 |  | 
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| 102 | IRContext* context_; | 
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| 103 |  | 
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| 104 | Loop* loop_; | 
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| 105 |  | 
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| 106 | // This is set to true by TraverseUseDef when traversing the instructions | 
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| 107 | // related to the loop condition and any if conditions should any of those | 
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| 108 | // instructions be a load. | 
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| 109 | bool load_used_in_condition_; | 
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| 110 | }; | 
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| 111 |  | 
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| 112 | bool LoopFissionImpl::MovableInstruction(const Instruction& inst) const { | 
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| 113 | return inst.opcode() == SpvOp::SpvOpLoad || | 
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| 114 | inst.opcode() == SpvOp::SpvOpStore || | 
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| 115 | inst.opcode() == SpvOp::SpvOpSelectionMerge || | 
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| 116 | inst.opcode() == SpvOp::SpvOpPhi || inst.IsOpcodeCodeMotionSafe(); | 
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| 117 | } | 
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| 118 |  | 
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| 119 | void LoopFissionImpl::TraverseUseDef(Instruction* inst, | 
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| 120 | std::set<Instruction*>* returned_set, | 
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| 121 | bool ignore_phi_users, bool report_loads) { | 
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| 122 | assert(returned_set && "Set to be returned cannot be null."); | 
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| 123 |  | 
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| 124 | analysis::DefUseManager* def_use = context_->get_def_use_mgr(); | 
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| 125 | std::set<Instruction*>& inst_set = *returned_set; | 
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| 126 |  | 
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| 127 | // We create this functor to traverse the use def chain to build the | 
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| 128 | // grouping of related instructions. The lambda captures the std::function | 
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| 129 | // to allow it to recurse. | 
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| 130 | std::function<void(Instruction*)> traverser_functor; | 
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| 131 | traverser_functor = [this, def_use, &inst_set, &traverser_functor, | 
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| 132 | ignore_phi_users, report_loads](Instruction* user) { | 
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| 133 | // If we've seen the instruction before or it is not inside the loop end the | 
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| 134 | // traversal. | 
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| 135 | if (!user || seen_instructions_.count(user) != 0 || | 
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| 136 | !context_->get_instr_block(user) || | 
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| 137 | !loop_->IsInsideLoop(context_->get_instr_block(user))) { | 
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| 138 | return; | 
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| 139 | } | 
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| 140 |  | 
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| 141 | // Don't include labels or loop merge instructions in the instruction sets. | 
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| 142 | // Including them would mean we group instructions related only by using the | 
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| 143 | // same labels (i.e phis). We already preempt the inclusion of | 
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| 144 | // OpSelectionMerge by adding related instructions to the seen_instructions_ | 
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| 145 | // set. | 
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| 146 | if (user->opcode() == SpvOp::SpvOpLoopMerge || | 
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| 147 | user->opcode() == SpvOp::SpvOpLabel) | 
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| 148 | return; | 
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| 149 |  | 
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| 150 | // If the |report_loads| flag is set, set the class field | 
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| 151 | // load_used_in_condition_ to false. This is used to check that none of the | 
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| 152 | // condition checks in the loop rely on loads. | 
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| 153 | if (user->opcode() == SpvOp::SpvOpLoad && report_loads) { | 
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| 154 | load_used_in_condition_ = true; | 
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| 155 | } | 
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| 156 |  | 
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| 157 | // Add the instruction to the set of instructions already seen, this breaks | 
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| 158 | // recursion and allows us to ignore certain instructions. | 
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| 159 | seen_instructions_.insert(user); | 
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| 160 |  | 
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| 161 | inst_set.insert(user); | 
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| 162 |  | 
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| 163 | // Wrapper functor to traverse the operands of each instruction. | 
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| 164 | auto traverse_operand = [&traverser_functor, def_use](const uint32_t* id) { | 
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| 165 | traverser_functor(def_use->GetDef(*id)); | 
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| 166 | }; | 
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| 167 | user->ForEachInOperand(traverse_operand); | 
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| 168 |  | 
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| 169 | // For the first traversal we want to ignore the users of the phi. | 
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| 170 | if (ignore_phi_users && user->opcode() == SpvOp::SpvOpPhi) return; | 
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| 171 |  | 
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| 172 | // Traverse each user with this lambda. | 
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| 173 | def_use->ForEachUser(user, traverser_functor); | 
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| 174 |  | 
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| 175 | // Wrapper functor for the use traversal. | 
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| 176 | auto traverse_use = [&traverser_functor](Instruction* use, uint32_t) { | 
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| 177 | traverser_functor(use); | 
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| 178 | }; | 
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| 179 | def_use->ForEachUse(user, traverse_use); | 
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| 180 |  | 
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| 181 | }; | 
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| 182 |  | 
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| 183 | // We start the traversal of the use def graph by invoking the above | 
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| 184 | // lambda with the |inst| parameter. | 
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| 185 | traverser_functor(inst); | 
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| 186 | } | 
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| 187 |  | 
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| 188 | bool LoopFissionImpl::GroupInstructionsByUseDef() { | 
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| 189 | std::vector<std::set<Instruction*>> sets{}; | 
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| 190 |  | 
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| 191 | // We want to ignore all the instructions stemming from the loop condition | 
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| 192 | // instruction. | 
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| 193 | BasicBlock* condition_block = loop_->FindConditionBlock(); | 
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| 194 |  | 
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| 195 | if (!condition_block) return false; | 
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| 196 | Instruction* condition = &*condition_block->tail(); | 
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| 197 |  | 
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| 198 | // We iterate over the blocks via iterating over all the blocks in the | 
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| 199 | // function, we do this so we are iterating in the same order which the blocks | 
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| 200 | // appear in the binary. | 
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| 201 | Function& function = *loop_->GetHeaderBlock()->GetParent(); | 
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| 202 |  | 
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| 203 | // Create a temporary set to ignore certain groups of instructions within the | 
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| 204 | // loop. We don't want any instructions related to control flow to be removed | 
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| 205 | // from either loop only instructions within the control flow bodies. | 
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| 206 | std::set<Instruction*> instructions_to_ignore{}; | 
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| 207 | TraverseUseDef(condition, &instructions_to_ignore, true, true); | 
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| 208 |  | 
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| 209 | // Traverse control flow instructions to ensure they are added to the | 
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| 210 | // seen_instructions_ set and will be ignored when it it called with actual | 
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| 211 | // sets. | 
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| 212 | for (BasicBlock& block : function) { | 
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| 213 | if (!loop_->IsInsideLoop(block.id())) continue; | 
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| 214 |  | 
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| 215 | for (Instruction& inst : block) { | 
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| 216 | // Ignore all instructions related to control flow. | 
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| 217 | if (inst.opcode() == SpvOp::SpvOpSelectionMerge || inst.IsBranch()) { | 
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| 218 | TraverseUseDef(&inst, &instructions_to_ignore, true, true); | 
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| 219 | } | 
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| 220 | } | 
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| 221 | } | 
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| 222 |  | 
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| 223 | // Traverse the instructions and generate the sets, automatically ignoring any | 
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| 224 | // instructions in instructions_to_ignore. | 
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| 225 | for (BasicBlock& block : function) { | 
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| 226 | if (!loop_->IsInsideLoop(block.id()) || | 
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| 227 | loop_->GetHeaderBlock()->id() == block.id()) | 
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| 228 | continue; | 
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| 229 |  | 
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| 230 | for (Instruction& inst : block) { | 
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| 231 | // Record the order that each load/store is seen. | 
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| 232 | if (inst.opcode() == SpvOp::SpvOpLoad || | 
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| 233 | inst.opcode() == SpvOp::SpvOpStore) { | 
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| 234 | instruction_order_[&inst] = instruction_order_.size(); | 
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| 235 | } | 
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| 236 |  | 
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| 237 | // Ignore instructions already seen in a traversal. | 
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| 238 | if (seen_instructions_.count(&inst) != 0) { | 
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| 239 | continue; | 
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| 240 | } | 
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| 241 |  | 
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| 242 | // Build the set. | 
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| 243 | std::set<Instruction*> inst_set{}; | 
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| 244 | TraverseUseDef(&inst, &inst_set); | 
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| 245 | if (!inst_set.empty()) sets.push_back(std::move(inst_set)); | 
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| 246 | } | 
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| 247 | } | 
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| 248 |  | 
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| 249 | // If we have one or zero sets return false to indicate that due to | 
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| 250 | // insufficient instructions we couldn't split the loop into two groups and | 
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| 251 | // thus the loop can't be split any further. | 
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| 252 | if (sets.size() < 2) { | 
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| 253 | return false; | 
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| 254 | } | 
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| 255 |  | 
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| 256 | // Merge the loop sets into two different sets. In CanPerformSplit we will | 
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| 257 | // validate that we don't break the relative ordering of loads/stores by doing | 
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| 258 | // this. | 
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| 259 | for (size_t index = 0; index < sets.size() / 2; ++index) { | 
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| 260 | cloned_loop_instructions_.insert(sets[index].begin(), sets[index].end()); | 
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| 261 | } | 
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| 262 | for (size_t index = sets.size() / 2; index < sets.size(); ++index) { | 
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| 263 | original_loop_instructions_.insert(sets[index].begin(), sets[index].end()); | 
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| 264 | } | 
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| 265 |  | 
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| 266 | return true; | 
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| 267 | } | 
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| 268 |  | 
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| 269 | bool LoopFissionImpl::CanPerformSplit() { | 
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| 270 | // Return false if any of the condition instructions in the loop depend on a | 
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| 271 | // load. | 
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| 272 | if (load_used_in_condition_) { | 
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| 273 | return false; | 
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| 274 | } | 
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| 275 |  | 
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| 276 | // Build a list of all parent loops of this loop. Loop dependence analysis | 
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| 277 | // needs this structure. | 
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| 278 | std::vector<const Loop*> loops; | 
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| 279 | Loop* parent_loop = loop_; | 
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| 280 | while (parent_loop) { | 
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| 281 | loops.push_back(parent_loop); | 
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| 282 | parent_loop = parent_loop->GetParent(); | 
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| 283 | } | 
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| 284 |  | 
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| 285 | LoopDependenceAnalysis analysis{context_, loops}; | 
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| 286 |  | 
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| 287 | // A list of all the stores in the cloned loop. | 
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| 288 | std::vector<Instruction*> set_one_stores{}; | 
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| 289 |  | 
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| 290 | // A list of all the loads in the cloned loop. | 
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| 291 | std::vector<Instruction*> set_one_loads{}; | 
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| 292 |  | 
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| 293 | // Populate the above lists. | 
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| 294 | for (Instruction* inst : cloned_loop_instructions_) { | 
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| 295 | if (inst->opcode() == SpvOp::SpvOpStore) { | 
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| 296 | set_one_stores.push_back(inst); | 
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| 297 | } else if (inst->opcode() == SpvOp::SpvOpLoad) { | 
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| 298 | set_one_loads.push_back(inst); | 
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| 299 | } | 
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| 300 |  | 
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| 301 | // If we find any instruction which we can't move (such as a barrier), | 
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| 302 | // return false. | 
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| 303 | if (!MovableInstruction(*inst)) return false; | 
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| 304 | } | 
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| 305 |  | 
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| 306 | // We need to calculate the depth of the loop to create the loop dependency | 
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| 307 | // distance vectors. | 
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| 308 | const size_t loop_depth = loop_->GetDepth(); | 
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| 309 |  | 
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| 310 | // Check the dependencies between loads in the cloned loop and stores in the | 
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| 311 | // original and vice versa. | 
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| 312 | for (Instruction* inst : original_loop_instructions_) { | 
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| 313 | // If we find any instruction which we can't move (such as a barrier), | 
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| 314 | // return false. | 
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| 315 | if (!MovableInstruction(*inst)) return false; | 
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| 316 |  | 
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| 317 | // Look at the dependency between the loads in the original and stores in | 
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| 318 | // the cloned loops. | 
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| 319 | if (inst->opcode() == SpvOp::SpvOpLoad) { | 
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| 320 | for (Instruction* store : set_one_stores) { | 
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| 321 | DistanceVector vec{loop_depth}; | 
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| 322 |  | 
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| 323 | // If the store actually should appear after the load, return false. | 
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| 324 | // This means the store has been placed in the wrong grouping. | 
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| 325 | if (instruction_order_[store] > instruction_order_[inst]) { | 
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| 326 | return false; | 
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| 327 | } | 
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| 328 | // If not independent check the distance vector. | 
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| 329 | if (!analysis.GetDependence(store, inst, &vec)) { | 
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| 330 | for (DistanceEntry& entry : vec.GetEntries()) { | 
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| 331 | // A distance greater than zero means that the store in the cloned | 
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| 332 | // loop has a dependency on the load in the original loop. | 
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| 333 | if (entry.distance > 0) return false; | 
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| 334 | } | 
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| 335 | } | 
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| 336 | } | 
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| 337 | } else if (inst->opcode() == SpvOp::SpvOpStore) { | 
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| 338 | for (Instruction* load : set_one_loads) { | 
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| 339 | DistanceVector vec{loop_depth}; | 
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| 340 |  | 
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| 341 | // If the load actually should appear after the store, return false. | 
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| 342 | if (instruction_order_[load] > instruction_order_[inst]) { | 
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| 343 | return false; | 
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| 344 | } | 
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| 345 |  | 
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| 346 | // If not independent check the distance vector. | 
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| 347 | if (!analysis.GetDependence(inst, load, &vec)) { | 
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| 348 | for (DistanceEntry& entry : vec.GetEntries()) { | 
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| 349 | // A distance less than zero means the load in the cloned loop is | 
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| 350 | // dependent on the store instruction in the original loop. | 
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| 351 | if (entry.distance < 0) return false; | 
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| 352 | } | 
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| 353 | } | 
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| 354 | } | 
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| 355 | } | 
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| 356 | } | 
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| 357 | return true; | 
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| 358 | } | 
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| 359 |  | 
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| 360 | Loop* LoopFissionImpl::SplitLoop() { | 
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| 361 | // Clone the loop. | 
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| 362 | LoopUtils util{context_, loop_}; | 
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| 363 | LoopUtils::LoopCloningResult clone_results; | 
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| 364 | Loop* cloned_loop = util.CloneAndAttachLoopToHeader(&clone_results); | 
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| 365 |  | 
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| 366 | // Update the OpLoopMerge in the cloned loop. | 
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| 367 | cloned_loop->UpdateLoopMergeInst(); | 
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| 368 |  | 
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| 369 | // Add the loop_ to the module. | 
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| 370 | // TODO(1841): Handle failure to create pre-header. | 
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| 371 | Function::iterator it = | 
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| 372 | util.GetFunction()->FindBlock(loop_->GetOrCreatePreHeaderBlock()->id()); | 
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| 373 | util.GetFunction()->AddBasicBlocks(clone_results.cloned_bb_.begin(), | 
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| 374 | clone_results.cloned_bb_.end(), ++it); | 
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| 375 | loop_->SetPreHeaderBlock(cloned_loop->GetMergeBlock()); | 
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| 376 |  | 
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| 377 | std::vector<Instruction*> instructions_to_kill{}; | 
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| 378 |  | 
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| 379 | // Kill all the instructions which should appear in the cloned loop but not in | 
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| 380 | // the original loop. | 
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| 381 | for (uint32_t id : loop_->GetBlocks()) { | 
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| 382 | BasicBlock* block = context_->cfg()->block(id); | 
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| 383 |  | 
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| 384 | for (Instruction& inst : *block) { | 
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| 385 | // If the instruction appears in the cloned loop instruction group, kill | 
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| 386 | // it. | 
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| 387 | if (cloned_loop_instructions_.count(&inst) == 1 && | 
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| 388 | original_loop_instructions_.count(&inst) == 0) { | 
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| 389 | instructions_to_kill.push_back(&inst); | 
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| 390 | if (inst.opcode() == SpvOp::SpvOpPhi) { | 
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| 391 | context_->ReplaceAllUsesWith( | 
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| 392 | inst.result_id(), clone_results.value_map_[inst.result_id()]); | 
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| 393 | } | 
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| 394 | } | 
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| 395 | } | 
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| 396 | } | 
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| 397 |  | 
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| 398 | // Kill all instructions which should appear in the original loop and not in | 
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| 399 | // the cloned loop. | 
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| 400 | for (uint32_t id : cloned_loop->GetBlocks()) { | 
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| 401 | BasicBlock* block = context_->cfg()->block(id); | 
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| 402 | for (Instruction& inst : *block) { | 
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| 403 | Instruction* old_inst = clone_results.ptr_map_[&inst]; | 
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| 404 | // If the instruction belongs to the original loop instruction group, kill | 
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| 405 | // it. | 
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| 406 | if (cloned_loop_instructions_.count(old_inst) == 0 && | 
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| 407 | original_loop_instructions_.count(old_inst) == 1) { | 
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| 408 | instructions_to_kill.push_back(&inst); | 
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| 409 | } | 
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| 410 | } | 
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| 411 | } | 
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| 412 |  | 
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| 413 | for (Instruction* i : instructions_to_kill) { | 
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| 414 | context_->KillInst(i); | 
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| 415 | } | 
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| 416 |  | 
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| 417 | return cloned_loop; | 
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| 418 | } | 
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| 419 |  | 
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| 420 | LoopFissionPass::LoopFissionPass(const size_t register_threshold_to_split, | 
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| 421 | bool split_multiple_times) | 
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| 422 | : split_multiple_times_(split_multiple_times) { | 
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| 423 | // Split if the number of registers in the loop exceeds | 
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| 424 | // |register_threshold_to_split|. | 
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| 425 | split_criteria_ = | 
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| 426 | [register_threshold_to_split]( | 
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| 427 | const RegisterLiveness::RegionRegisterLiveness& liveness) { | 
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| 428 | return liveness.used_registers_ > register_threshold_to_split; | 
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| 429 | }; | 
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| 430 | } | 
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| 431 |  | 
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| 432 | LoopFissionPass::LoopFissionPass() : split_multiple_times_(false) { | 
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| 433 | // Split by default. | 
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| 434 | split_criteria_ = [](const RegisterLiveness::RegionRegisterLiveness&) { | 
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| 435 | return true; | 
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| 436 | }; | 
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| 437 | } | 
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| 438 |  | 
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| 439 | bool LoopFissionPass::ShouldSplitLoop(const Loop& loop, IRContext* c) { | 
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| 440 | LivenessAnalysis* analysis = c->GetLivenessAnalysis(); | 
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| 441 |  | 
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| 442 | RegisterLiveness::RegionRegisterLiveness liveness{}; | 
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| 443 |  | 
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| 444 | Function* function = loop.GetHeaderBlock()->GetParent(); | 
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| 445 | analysis->Get(function)->ComputeLoopRegisterPressure(loop, &liveness); | 
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| 446 |  | 
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| 447 | return split_criteria_(liveness); | 
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| 448 | } | 
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| 449 |  | 
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| 450 | Pass::Status LoopFissionPass::Process() { | 
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| 451 | bool changed = false; | 
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| 452 |  | 
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| 453 | for (Function& f : *context()->module()) { | 
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| 454 | // We collect all the inner most loops in the function and run the loop | 
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| 455 | // splitting util on each. The reason we do this is to allow us to iterate | 
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| 456 | // over each, as creating new loops will invalidate the the loop iterator. | 
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| 457 | std::vector<Loop*> inner_most_loops{}; | 
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| 458 | LoopDescriptor& loop_descriptor = *context()->GetLoopDescriptor(&f); | 
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| 459 | for (Loop& loop : loop_descriptor) { | 
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| 460 | if (!loop.HasChildren() && ShouldSplitLoop(loop, context())) { | 
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| 461 | inner_most_loops.push_back(&loop); | 
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| 462 | } | 
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| 463 | } | 
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| 464 |  | 
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| 465 | // List of new loops which meet the criteria to be split again. | 
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| 466 | std::vector<Loop*> new_loops_to_split{}; | 
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| 467 |  | 
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| 468 | while (!inner_most_loops.empty()) { | 
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| 469 | for (Loop* loop : inner_most_loops) { | 
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| 470 | LoopFissionImpl impl{context(), loop}; | 
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| 471 |  | 
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| 472 | // Group the instructions in the loop into two different sets of related | 
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| 473 | // instructions. If we can't group the instructions into the two sets | 
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| 474 | // then we can't split the loop any further. | 
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| 475 | if (!impl.GroupInstructionsByUseDef()) { | 
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| 476 | continue; | 
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| 477 | } | 
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| 478 |  | 
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| 479 | if (impl.CanPerformSplit()) { | 
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| 480 | Loop* second_loop = impl.SplitLoop(); | 
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| 481 | changed = true; | 
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| 482 | context()->InvalidateAnalysesExceptFor( | 
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| 483 | IRContext::kAnalysisLoopAnalysis); | 
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| 484 |  | 
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| 485 | // If the newly created loop meets the criteria to be split, split it | 
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| 486 | // again. | 
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| 487 | if (ShouldSplitLoop(*second_loop, context())) | 
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| 488 | new_loops_to_split.push_back(second_loop); | 
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| 489 |  | 
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| 490 | // If the original loop (now split) still meets the criteria to be | 
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| 491 | // split, split it again. | 
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| 492 | if (ShouldSplitLoop(*loop, context())) | 
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| 493 | new_loops_to_split.push_back(loop); | 
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| 494 | } | 
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| 495 | } | 
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| 496 |  | 
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| 497 | // If the split multiple times flag has been set add the new loops which | 
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| 498 | // meet the splitting criteria into the list of loops to be split on the | 
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| 499 | // next iteration. | 
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| 500 | if (split_multiple_times_) { | 
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| 501 | inner_most_loops = std::move(new_loops_to_split); | 
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| 502 | } else { | 
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| 503 | break; | 
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| 504 | } | 
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| 505 | } | 
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| 506 | } | 
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| 507 |  | 
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| 508 | return changed ? Pass::Status::SuccessWithChange | 
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| 509 | : Pass::Status::SuccessWithoutChange; | 
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| 510 | } | 
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| 511 |  | 
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| 512 | }  // namespace opt | 
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| 513 | }  // namespace spvtools | 
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| 514 |  | 
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