1 | // Copyright (c) 2019 The Khronos Group Inc. |
2 | // Copyright (c) 2019 Valve Corporation |
3 | // Copyright (c) 2019 LunarG Inc. |
4 | // |
5 | // Licensed under the Apache License, Version 2.0 (the "License"); |
6 | // you may not use this file except in compliance with the License. |
7 | // You may obtain a copy of the License at |
8 | // |
9 | // http://www.apache.org/licenses/LICENSE-2.0 |
10 | // |
11 | // Unless required by applicable law or agreed to in writing, software |
12 | // distributed under the License is distributed on an "AS IS" BASIS, |
13 | // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
14 | // See the License for the specific language governing permissions and |
15 | // limitations under the License. |
16 | |
17 | #include "convert_to_half_pass.h" |
18 | |
19 | #include "source/opt/ir_builder.h" |
20 | |
21 | namespace { |
22 | |
23 | // Indices of operands in SPIR-V instructions |
24 | static const int kImageSampleDrefIdInIdx = 2; |
25 | |
26 | } // anonymous namespace |
27 | |
28 | namespace spvtools { |
29 | namespace opt { |
30 | |
31 | bool ConvertToHalfPass::IsArithmetic(Instruction* inst) { |
32 | return target_ops_core_.count(inst->opcode()) != 0 || |
33 | (inst->opcode() == SpvOpExtInst && |
34 | inst->GetSingleWordInOperand(0) == |
35 | context()->get_feature_mgr()->GetExtInstImportId_GLSLstd450() && |
36 | target_ops_450_.count(inst->GetSingleWordInOperand(1)) != 0); |
37 | } |
38 | |
39 | bool ConvertToHalfPass::IsFloat(Instruction* inst, uint32_t width) { |
40 | uint32_t ty_id = inst->type_id(); |
41 | if (ty_id == 0) return false; |
42 | return Pass::IsFloat(ty_id, width); |
43 | } |
44 | |
45 | bool ConvertToHalfPass::IsDecoratedRelaxed(Instruction* inst) { |
46 | uint32_t r_id = inst->result_id(); |
47 | for (auto r_inst : get_decoration_mgr()->GetDecorationsFor(r_id, false)) |
48 | if (r_inst->opcode() == SpvOpDecorate && |
49 | r_inst->GetSingleWordInOperand(1) == SpvDecorationRelaxedPrecision) |
50 | return true; |
51 | return false; |
52 | } |
53 | |
54 | bool ConvertToHalfPass::IsRelaxed(uint32_t id) { |
55 | return relaxed_ids_set_.count(id) > 0; |
56 | } |
57 | |
58 | void ConvertToHalfPass::AddRelaxed(uint32_t id) { relaxed_ids_set_.insert(id); } |
59 | |
60 | analysis::Type* ConvertToHalfPass::FloatScalarType(uint32_t width) { |
61 | analysis::Float float_ty(width); |
62 | return context()->get_type_mgr()->GetRegisteredType(&float_ty); |
63 | } |
64 | |
65 | analysis::Type* ConvertToHalfPass::FloatVectorType(uint32_t v_len, |
66 | uint32_t width) { |
67 | analysis::Type* reg_float_ty = FloatScalarType(width); |
68 | analysis::Vector vec_ty(reg_float_ty, v_len); |
69 | return context()->get_type_mgr()->GetRegisteredType(&vec_ty); |
70 | } |
71 | |
72 | analysis::Type* ConvertToHalfPass::FloatMatrixType(uint32_t v_cnt, |
73 | uint32_t vty_id, |
74 | uint32_t width) { |
75 | Instruction* vty_inst = get_def_use_mgr()->GetDef(vty_id); |
76 | uint32_t v_len = vty_inst->GetSingleWordInOperand(1); |
77 | analysis::Type* reg_vec_ty = FloatVectorType(v_len, width); |
78 | analysis::Matrix mat_ty(reg_vec_ty, v_cnt); |
79 | return context()->get_type_mgr()->GetRegisteredType(&mat_ty); |
80 | } |
81 | |
82 | uint32_t ConvertToHalfPass::EquivFloatTypeId(uint32_t ty_id, uint32_t width) { |
83 | analysis::Type* reg_equiv_ty; |
84 | Instruction* ty_inst = get_def_use_mgr()->GetDef(ty_id); |
85 | if (ty_inst->opcode() == SpvOpTypeMatrix) |
86 | reg_equiv_ty = FloatMatrixType(ty_inst->GetSingleWordInOperand(1), |
87 | ty_inst->GetSingleWordInOperand(0), width); |
88 | else if (ty_inst->opcode() == SpvOpTypeVector) |
89 | reg_equiv_ty = FloatVectorType(ty_inst->GetSingleWordInOperand(1), width); |
90 | else // SpvOpTypeFloat |
91 | reg_equiv_ty = FloatScalarType(width); |
92 | return context()->get_type_mgr()->GetTypeInstruction(reg_equiv_ty); |
93 | } |
94 | |
95 | void ConvertToHalfPass::GenConvert(uint32_t* val_idp, uint32_t width, |
96 | Instruction* inst) { |
97 | Instruction* val_inst = get_def_use_mgr()->GetDef(*val_idp); |
98 | uint32_t ty_id = val_inst->type_id(); |
99 | uint32_t nty_id = EquivFloatTypeId(ty_id, width); |
100 | if (nty_id == ty_id) return; |
101 | Instruction* cvt_inst; |
102 | InstructionBuilder builder( |
103 | context(), inst, |
104 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping); |
105 | if (val_inst->opcode() == SpvOpUndef) |
106 | cvt_inst = builder.AddNullaryOp(nty_id, SpvOpUndef); |
107 | else |
108 | cvt_inst = builder.AddUnaryOp(nty_id, SpvOpFConvert, *val_idp); |
109 | *val_idp = cvt_inst->result_id(); |
110 | } |
111 | |
112 | bool ConvertToHalfPass::MatConvertCleanup(Instruction* inst) { |
113 | if (inst->opcode() != SpvOpFConvert) return false; |
114 | uint32_t mty_id = inst->type_id(); |
115 | Instruction* mty_inst = get_def_use_mgr()->GetDef(mty_id); |
116 | if (mty_inst->opcode() != SpvOpTypeMatrix) return false; |
117 | uint32_t vty_id = mty_inst->GetSingleWordInOperand(0); |
118 | uint32_t v_cnt = mty_inst->GetSingleWordInOperand(1); |
119 | Instruction* vty_inst = get_def_use_mgr()->GetDef(vty_id); |
120 | uint32_t cty_id = vty_inst->GetSingleWordInOperand(0); |
121 | Instruction* cty_inst = get_def_use_mgr()->GetDef(cty_id); |
122 | InstructionBuilder builder( |
123 | context(), inst, |
124 | IRContext::kAnalysisDefUse | IRContext::kAnalysisInstrToBlockMapping); |
125 | // Convert each component vector, combine them with OpCompositeConstruct |
126 | // and replace original instruction. |
127 | uint32_t orig_width = (cty_inst->GetSingleWordInOperand(0) == 16) ? 32 : 16; |
128 | uint32_t orig_mat_id = inst->GetSingleWordInOperand(0); |
129 | uint32_t orig_vty_id = EquivFloatTypeId(vty_id, orig_width); |
130 | std::vector<Operand> opnds = {}; |
131 | for (uint32_t vidx = 0; vidx < v_cnt; ++vidx) { |
132 | Instruction* ext_inst = builder.AddIdLiteralOp( |
133 | orig_vty_id, SpvOpCompositeExtract, orig_mat_id, vidx); |
134 | Instruction* cvt_inst = |
135 | builder.AddUnaryOp(vty_id, SpvOpFConvert, ext_inst->result_id()); |
136 | opnds.push_back({SPV_OPERAND_TYPE_ID, {cvt_inst->result_id()}}); |
137 | } |
138 | uint32_t mat_id = TakeNextId(); |
139 | std::unique_ptr<Instruction> mat_inst(new Instruction( |
140 | context(), SpvOpCompositeConstruct, mty_id, mat_id, opnds)); |
141 | (void)builder.AddInstruction(std::move(mat_inst)); |
142 | context()->ReplaceAllUsesWith(inst->result_id(), mat_id); |
143 | // Turn original instruction into copy so it is valid. |
144 | inst->SetOpcode(SpvOpCopyObject); |
145 | inst->SetResultType(EquivFloatTypeId(mty_id, orig_width)); |
146 | get_def_use_mgr()->AnalyzeInstUse(inst); |
147 | return true; |
148 | } |
149 | |
150 | void ConvertToHalfPass::RemoveRelaxedDecoration(uint32_t id) { |
151 | context()->get_decoration_mgr()->RemoveDecorationsFrom( |
152 | id, [](const Instruction& dec) { |
153 | if (dec.opcode() == SpvOpDecorate && |
154 | dec.GetSingleWordInOperand(1u) == SpvDecorationRelaxedPrecision) |
155 | return true; |
156 | else |
157 | return false; |
158 | }); |
159 | } |
160 | |
161 | bool ConvertToHalfPass::GenHalfArith(Instruction* inst) { |
162 | bool modified = false; |
163 | // Convert all float32 based operands to float16 equivalent and change |
164 | // instruction type to float16 equivalent. |
165 | inst->ForEachInId([&inst, &modified, this](uint32_t* idp) { |
166 | Instruction* op_inst = get_def_use_mgr()->GetDef(*idp); |
167 | if (!IsFloat(op_inst, 32)) return; |
168 | GenConvert(idp, 16, inst); |
169 | modified = true; |
170 | }); |
171 | if (IsFloat(inst, 32)) { |
172 | inst->SetResultType(EquivFloatTypeId(inst->type_id(), 16)); |
173 | converted_ids_.insert(inst->result_id()); |
174 | modified = true; |
175 | } |
176 | if (modified) get_def_use_mgr()->AnalyzeInstUse(inst); |
177 | return modified; |
178 | } |
179 | |
180 | bool ConvertToHalfPass::ProcessPhi(Instruction* inst) { |
181 | // Add float16 converts of any float32 operands and change type |
182 | // of phi to float16 equivalent. Operand converts need to be added to |
183 | // preceeding blocks. |
184 | uint32_t ocnt = 0; |
185 | uint32_t* prev_idp; |
186 | inst->ForEachInId([&ocnt, &prev_idp, this](uint32_t* idp) { |
187 | if (ocnt % 2 == 0) { |
188 | prev_idp = idp; |
189 | } else { |
190 | Instruction* val_inst = get_def_use_mgr()->GetDef(*prev_idp); |
191 | if (IsFloat(val_inst, 32)) { |
192 | BasicBlock* bp = context()->get_instr_block(*idp); |
193 | auto insert_before = bp->tail(); |
194 | if (insert_before != bp->begin()) { |
195 | --insert_before; |
196 | if (insert_before->opcode() != SpvOpSelectionMerge && |
197 | insert_before->opcode() != SpvOpLoopMerge) |
198 | ++insert_before; |
199 | } |
200 | GenConvert(prev_idp, 16, &*insert_before); |
201 | } |
202 | } |
203 | ++ocnt; |
204 | }); |
205 | inst->SetResultType(EquivFloatTypeId(inst->type_id(), 16)); |
206 | get_def_use_mgr()->AnalyzeInstUse(inst); |
207 | converted_ids_.insert(inst->result_id()); |
208 | return true; |
209 | } |
210 | |
211 | bool ConvertToHalfPass::ProcessConvert(Instruction* inst) { |
212 | // If float32 and relaxed, change to float16 convert |
213 | if (IsFloat(inst, 32) && IsRelaxed(inst->result_id())) { |
214 | inst->SetResultType(EquivFloatTypeId(inst->type_id(), 16)); |
215 | get_def_use_mgr()->AnalyzeInstUse(inst); |
216 | converted_ids_.insert(inst->result_id()); |
217 | } |
218 | // If operand and result types are the same, change FConvert to CopyObject to |
219 | // keep validator happy; simplification and DCE will clean it up |
220 | // One way this can happen is if an FConvert generated during this pass |
221 | // (likely by ProcessPhi) is later encountered here and its operand has been |
222 | // changed to half. |
223 | uint32_t val_id = inst->GetSingleWordInOperand(0); |
224 | Instruction* val_inst = get_def_use_mgr()->GetDef(val_id); |
225 | if (inst->type_id() == val_inst->type_id()) inst->SetOpcode(SpvOpCopyObject); |
226 | return true; // modified |
227 | } |
228 | |
229 | bool ConvertToHalfPass::ProcessImageRef(Instruction* inst) { |
230 | bool modified = false; |
231 | // If image reference, only need to convert dref args back to float32 |
232 | if (dref_image_ops_.count(inst->opcode()) != 0) { |
233 | uint32_t dref_id = inst->GetSingleWordInOperand(kImageSampleDrefIdInIdx); |
234 | if (converted_ids_.count(dref_id) > 0) { |
235 | GenConvert(&dref_id, 32, inst); |
236 | inst->SetInOperand(kImageSampleDrefIdInIdx, {dref_id}); |
237 | get_def_use_mgr()->AnalyzeInstUse(inst); |
238 | modified = true; |
239 | } |
240 | } |
241 | return modified; |
242 | } |
243 | |
244 | bool ConvertToHalfPass::ProcessDefault(Instruction* inst) { |
245 | bool modified = false; |
246 | // If non-relaxed instruction has changed operands, need to convert |
247 | // them back to float32 |
248 | inst->ForEachInId([&inst, &modified, this](uint32_t* idp) { |
249 | if (converted_ids_.count(*idp) == 0) return; |
250 | uint32_t old_id = *idp; |
251 | GenConvert(idp, 32, inst); |
252 | if (*idp != old_id) modified = true; |
253 | }); |
254 | if (modified) get_def_use_mgr()->AnalyzeInstUse(inst); |
255 | return modified; |
256 | } |
257 | |
258 | bool ConvertToHalfPass::GenHalfInst(Instruction* inst) { |
259 | bool modified = false; |
260 | // Remember id for later deletion of RelaxedPrecision decoration |
261 | bool inst_relaxed = IsRelaxed(inst->result_id()); |
262 | if (IsArithmetic(inst) && inst_relaxed) |
263 | modified = GenHalfArith(inst); |
264 | else if (inst->opcode() == SpvOpPhi && inst_relaxed) |
265 | modified = ProcessPhi(inst); |
266 | else if (inst->opcode() == SpvOpFConvert) |
267 | modified = ProcessConvert(inst); |
268 | else if (image_ops_.count(inst->opcode()) != 0) |
269 | modified = ProcessImageRef(inst); |
270 | else |
271 | modified = ProcessDefault(inst); |
272 | return modified; |
273 | } |
274 | |
275 | bool ConvertToHalfPass::CloseRelaxInst(Instruction* inst) { |
276 | if (inst->result_id() == 0) return false; |
277 | if (IsRelaxed(inst->result_id())) return false; |
278 | if (!IsFloat(inst, 32)) return false; |
279 | if (IsDecoratedRelaxed(inst)) { |
280 | AddRelaxed(inst->result_id()); |
281 | return true; |
282 | } |
283 | if (closure_ops_.count(inst->opcode()) == 0) return false; |
284 | // Can relax if all float operands are relaxed |
285 | bool relax = true; |
286 | inst->ForEachInId([&relax, this](uint32_t* idp) { |
287 | Instruction* op_inst = get_def_use_mgr()->GetDef(*idp); |
288 | if (!IsFloat(op_inst, 32)) return; |
289 | if (!IsRelaxed(*idp)) relax = false; |
290 | }); |
291 | if (relax) { |
292 | AddRelaxed(inst->result_id()); |
293 | return true; |
294 | } |
295 | // Can relax if all uses are relaxed |
296 | relax = true; |
297 | get_def_use_mgr()->ForEachUser(inst, [&relax, this](Instruction* uinst) { |
298 | if (uinst->result_id() == 0 || !IsFloat(uinst, 32) || |
299 | (!IsDecoratedRelaxed(uinst) && !IsRelaxed(uinst->result_id()))) { |
300 | relax = false; |
301 | return; |
302 | } |
303 | }); |
304 | if (relax) { |
305 | AddRelaxed(inst->result_id()); |
306 | return true; |
307 | } |
308 | return false; |
309 | } |
310 | |
311 | bool ConvertToHalfPass::ProcessFunction(Function* func) { |
312 | // Do a closure of Relaxed on composite and phi instructions |
313 | bool changed = true; |
314 | while (changed) { |
315 | changed = false; |
316 | cfg()->ForEachBlockInReversePostOrder( |
317 | func->entry().get(), [&changed, this](BasicBlock* bb) { |
318 | for (auto ii = bb->begin(); ii != bb->end(); ++ii) |
319 | changed |= CloseRelaxInst(&*ii); |
320 | }); |
321 | } |
322 | // Do convert of relaxed instructions to half precision |
323 | bool modified = false; |
324 | cfg()->ForEachBlockInReversePostOrder( |
325 | func->entry().get(), [&modified, this](BasicBlock* bb) { |
326 | for (auto ii = bb->begin(); ii != bb->end(); ++ii) |
327 | modified |= GenHalfInst(&*ii); |
328 | }); |
329 | // Replace invalid converts of matrix into equivalent vector extracts, |
330 | // converts and finally a composite construct |
331 | cfg()->ForEachBlockInReversePostOrder( |
332 | func->entry().get(), [&modified, this](BasicBlock* bb) { |
333 | for (auto ii = bb->begin(); ii != bb->end(); ++ii) |
334 | modified |= MatConvertCleanup(&*ii); |
335 | }); |
336 | return modified; |
337 | } |
338 | |
339 | Pass::Status ConvertToHalfPass::ProcessImpl() { |
340 | Pass::ProcessFunction pfn = [this](Function* fp) { |
341 | return ProcessFunction(fp); |
342 | }; |
343 | bool modified = context()->ProcessEntryPointCallTree(pfn); |
344 | // If modified, make sure module has Float16 capability |
345 | if (modified) context()->AddCapability(SpvCapabilityFloat16); |
346 | // Remove all RelaxedPrecision decorations from instructions and globals |
347 | for (auto c_id : relaxed_ids_set_) RemoveRelaxedDecoration(c_id); |
348 | for (auto& val : get_module()->types_values()) { |
349 | uint32_t v_id = val.result_id(); |
350 | if (v_id != 0) RemoveRelaxedDecoration(v_id); |
351 | } |
352 | return modified ? Status::SuccessWithChange : Status::SuccessWithoutChange; |
353 | } |
354 | |
355 | Pass::Status ConvertToHalfPass::Process() { |
356 | Initialize(); |
357 | return ProcessImpl(); |
358 | } |
359 | |
360 | void ConvertToHalfPass::Initialize() { |
361 | target_ops_core_ = { |
362 | SpvOpVectorExtractDynamic, |
363 | SpvOpVectorInsertDynamic, |
364 | SpvOpVectorShuffle, |
365 | SpvOpCompositeConstruct, |
366 | SpvOpCompositeInsert, |
367 | SpvOpCompositeExtract, |
368 | SpvOpCopyObject, |
369 | SpvOpTranspose, |
370 | SpvOpConvertSToF, |
371 | SpvOpConvertUToF, |
372 | // SpvOpFConvert, |
373 | // SpvOpQuantizeToF16, |
374 | SpvOpFNegate, |
375 | SpvOpFAdd, |
376 | SpvOpFSub, |
377 | SpvOpFMul, |
378 | SpvOpFDiv, |
379 | SpvOpFMod, |
380 | SpvOpVectorTimesScalar, |
381 | SpvOpMatrixTimesScalar, |
382 | SpvOpVectorTimesMatrix, |
383 | SpvOpMatrixTimesVector, |
384 | SpvOpMatrixTimesMatrix, |
385 | SpvOpOuterProduct, |
386 | SpvOpDot, |
387 | SpvOpSelect, |
388 | SpvOpFOrdEqual, |
389 | SpvOpFUnordEqual, |
390 | SpvOpFOrdNotEqual, |
391 | SpvOpFUnordNotEqual, |
392 | SpvOpFOrdLessThan, |
393 | SpvOpFUnordLessThan, |
394 | SpvOpFOrdGreaterThan, |
395 | SpvOpFUnordGreaterThan, |
396 | SpvOpFOrdLessThanEqual, |
397 | SpvOpFUnordLessThanEqual, |
398 | SpvOpFOrdGreaterThanEqual, |
399 | SpvOpFUnordGreaterThanEqual, |
400 | }; |
401 | target_ops_450_ = { |
402 | GLSLstd450Round, GLSLstd450RoundEven, GLSLstd450Trunc, GLSLstd450FAbs, |
403 | GLSLstd450FSign, GLSLstd450Floor, GLSLstd450Ceil, GLSLstd450Fract, |
404 | GLSLstd450Radians, GLSLstd450Degrees, GLSLstd450Sin, GLSLstd450Cos, |
405 | GLSLstd450Tan, GLSLstd450Asin, GLSLstd450Acos, GLSLstd450Atan, |
406 | GLSLstd450Sinh, GLSLstd450Cosh, GLSLstd450Tanh, GLSLstd450Asinh, |
407 | GLSLstd450Acosh, GLSLstd450Atanh, GLSLstd450Atan2, GLSLstd450Pow, |
408 | GLSLstd450Exp, GLSLstd450Log, GLSLstd450Exp2, GLSLstd450Log2, |
409 | GLSLstd450Sqrt, GLSLstd450InverseSqrt, GLSLstd450Determinant, |
410 | GLSLstd450MatrixInverse, |
411 | // TODO(greg-lunarg): GLSLstd450ModfStruct, |
412 | GLSLstd450FMin, GLSLstd450FMax, GLSLstd450FClamp, GLSLstd450FMix, |
413 | GLSLstd450Step, GLSLstd450SmoothStep, GLSLstd450Fma, |
414 | // TODO(greg-lunarg): GLSLstd450FrexpStruct, |
415 | GLSLstd450Ldexp, GLSLstd450Length, GLSLstd450Distance, GLSLstd450Cross, |
416 | GLSLstd450Normalize, GLSLstd450FaceForward, GLSLstd450Reflect, |
417 | GLSLstd450Refract, GLSLstd450NMin, GLSLstd450NMax, GLSLstd450NClamp}; |
418 | image_ops_ = {SpvOpImageSampleImplicitLod, |
419 | SpvOpImageSampleExplicitLod, |
420 | SpvOpImageSampleDrefImplicitLod, |
421 | SpvOpImageSampleDrefExplicitLod, |
422 | SpvOpImageSampleProjImplicitLod, |
423 | SpvOpImageSampleProjExplicitLod, |
424 | SpvOpImageSampleProjDrefImplicitLod, |
425 | SpvOpImageSampleProjDrefExplicitLod, |
426 | SpvOpImageFetch, |
427 | SpvOpImageGather, |
428 | SpvOpImageDrefGather, |
429 | SpvOpImageRead, |
430 | SpvOpImageSparseSampleImplicitLod, |
431 | SpvOpImageSparseSampleExplicitLod, |
432 | SpvOpImageSparseSampleDrefImplicitLod, |
433 | SpvOpImageSparseSampleDrefExplicitLod, |
434 | SpvOpImageSparseSampleProjImplicitLod, |
435 | SpvOpImageSparseSampleProjExplicitLod, |
436 | SpvOpImageSparseSampleProjDrefImplicitLod, |
437 | SpvOpImageSparseSampleProjDrefExplicitLod, |
438 | SpvOpImageSparseFetch, |
439 | SpvOpImageSparseGather, |
440 | SpvOpImageSparseDrefGather, |
441 | SpvOpImageSparseTexelsResident, |
442 | SpvOpImageSparseRead}; |
443 | dref_image_ops_ = { |
444 | SpvOpImageSampleDrefImplicitLod, |
445 | SpvOpImageSampleDrefExplicitLod, |
446 | SpvOpImageSampleProjDrefImplicitLod, |
447 | SpvOpImageSampleProjDrefExplicitLod, |
448 | SpvOpImageDrefGather, |
449 | SpvOpImageSparseSampleDrefImplicitLod, |
450 | SpvOpImageSparseSampleDrefExplicitLod, |
451 | SpvOpImageSparseSampleProjDrefImplicitLod, |
452 | SpvOpImageSparseSampleProjDrefExplicitLod, |
453 | SpvOpImageSparseDrefGather, |
454 | }; |
455 | closure_ops_ = { |
456 | SpvOpVectorExtractDynamic, |
457 | SpvOpVectorInsertDynamic, |
458 | SpvOpVectorShuffle, |
459 | SpvOpCompositeConstruct, |
460 | SpvOpCompositeInsert, |
461 | SpvOpCompositeExtract, |
462 | SpvOpCopyObject, |
463 | SpvOpTranspose, |
464 | SpvOpPhi, |
465 | }; |
466 | relaxed_ids_set_.clear(); |
467 | converted_ids_.clear(); |
468 | } |
469 | |
470 | } // namespace opt |
471 | } // namespace spvtools |
472 | |