| 1 | //===- SCFToEmitC.cpp - SCF to EmitC conversion ---------------------------===// |
| 2 | // |
| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
| 4 | // See https://llvm.org/LICENSE.txt for license information. |
| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| 6 | // |
| 7 | //===----------------------------------------------------------------------===// |
| 8 | // |
| 9 | // This file implements a pass to convert scf.if ops into emitc ops. |
| 10 | // |
| 11 | //===----------------------------------------------------------------------===// |
| 12 | |
| 13 | #include "mlir/Conversion/SCFToEmitC/SCFToEmitC.h" |
| 14 | |
| 15 | #include "mlir/Conversion/ConvertToEmitC/ToEmitCInterface.h" |
| 16 | #include "mlir/Dialect/Arith/IR/Arith.h" |
| 17 | #include "mlir/Dialect/EmitC/IR/EmitC.h" |
| 18 | #include "mlir/Dialect/EmitC/Transforms/TypeConversions.h" |
| 19 | #include "mlir/Dialect/SCF/IR/SCF.h" |
| 20 | #include "mlir/IR/Builders.h" |
| 21 | #include "mlir/IR/BuiltinOps.h" |
| 22 | #include "mlir/IR/IRMapping.h" |
| 23 | #include "mlir/IR/MLIRContext.h" |
| 24 | #include "mlir/IR/PatternMatch.h" |
| 25 | #include "mlir/Transforms/DialectConversion.h" |
| 26 | #include "mlir/Transforms/Passes.h" |
| 27 | |
| 28 | namespace mlir { |
| 29 | #define GEN_PASS_DEF_SCFTOEMITC |
| 30 | #include "mlir/Conversion/Passes.h.inc" |
| 31 | } // namespace mlir |
| 32 | |
| 33 | using namespace mlir; |
| 34 | using namespace mlir::scf; |
| 35 | |
| 36 | namespace { |
| 37 | |
| 38 | /// Implement the interface to convert SCF to EmitC. |
| 39 | struct SCFToEmitCDialectInterface : public ConvertToEmitCPatternInterface { |
| 40 | using ConvertToEmitCPatternInterface::ConvertToEmitCPatternInterface; |
| 41 | |
| 42 | /// Hook for derived dialect interface to provide conversion patterns |
| 43 | /// and mark dialect legal for the conversion target. |
| 44 | void populateConvertToEmitCConversionPatterns( |
| 45 | ConversionTarget &target, TypeConverter &typeConverter, |
| 46 | RewritePatternSet &patterns) const final { |
| 47 | populateEmitCSizeTTypeConversions(converter&: typeConverter); |
| 48 | populateSCFToEmitCConversionPatterns(patterns, typeConverter); |
| 49 | } |
| 50 | }; |
| 51 | } // namespace |
| 52 | |
| 53 | void mlir::registerConvertSCFToEmitCInterface(DialectRegistry ®istry) { |
| 54 | registry.addExtension(extensionFn: +[](MLIRContext *ctx, scf::SCFDialect *dialect) { |
| 55 | dialect->addInterfaces<SCFToEmitCDialectInterface>(); |
| 56 | }); |
| 57 | } |
| 58 | |
| 59 | namespace { |
| 60 | |
| 61 | struct SCFToEmitCPass : public impl::SCFToEmitCBase<SCFToEmitCPass> { |
| 62 | void runOnOperation() override; |
| 63 | }; |
| 64 | |
| 65 | // Lower scf::for to emitc::for, implementing result values using |
| 66 | // emitc::variable's updated within the loop body. |
| 67 | struct ForLowering : public OpConversionPattern<ForOp> { |
| 68 | using OpConversionPattern<ForOp>::OpConversionPattern; |
| 69 | |
| 70 | LogicalResult |
| 71 | matchAndRewrite(ForOp forOp, OpAdaptor adaptor, |
| 72 | ConversionPatternRewriter &rewriter) const override; |
| 73 | }; |
| 74 | |
| 75 | // Create an uninitialized emitc::variable op for each result of the given op. |
| 76 | template <typename T> |
| 77 | static LogicalResult |
| 78 | createVariablesForResults(T op, const TypeConverter *typeConverter, |
| 79 | ConversionPatternRewriter &rewriter, |
| 80 | SmallVector<Value> &resultVariables) { |
| 81 | if (!op.getNumResults()) |
| 82 | return success(); |
| 83 | |
| 84 | Location loc = op->getLoc(); |
| 85 | MLIRContext *context = op.getContext(); |
| 86 | |
| 87 | OpBuilder::InsertionGuard guard(rewriter); |
| 88 | rewriter.setInsertionPoint(op); |
| 89 | |
| 90 | for (OpResult result : op.getResults()) { |
| 91 | Type resultType = typeConverter->convertType(t: result.getType()); |
| 92 | if (!resultType) |
| 93 | return rewriter.notifyMatchFailure(op, "result type conversion failed" ); |
| 94 | Type varType = emitc::LValueType::get(resultType); |
| 95 | emitc::OpaqueAttr noInit = emitc::OpaqueAttr::get(context, "" ); |
| 96 | emitc::VariableOp var = |
| 97 | rewriter.create<emitc::VariableOp>(loc, varType, noInit); |
| 98 | resultVariables.push_back(Elt: var); |
| 99 | } |
| 100 | |
| 101 | return success(); |
| 102 | } |
| 103 | |
| 104 | // Create a series of assign ops assigning given values to given variables at |
| 105 | // the current insertion point of given rewriter. |
| 106 | static void assignValues(ValueRange values, ValueRange variables, |
| 107 | ConversionPatternRewriter &rewriter, Location loc) { |
| 108 | for (auto [value, var] : llvm::zip(values, variables)) |
| 109 | rewriter.create<emitc::AssignOp>(loc, var, value); |
| 110 | } |
| 111 | |
| 112 | SmallVector<Value> loadValues(const SmallVector<Value> &variables, |
| 113 | PatternRewriter &rewriter, Location loc) { |
| 114 | return llvm::map_to_vector<>(variables, [&](Value var) { |
| 115 | Type type = cast<emitc::LValueType>(var.getType()).getValueType(); |
| 116 | return rewriter.create<emitc::LoadOp>(loc, type, var).getResult(); |
| 117 | }); |
| 118 | } |
| 119 | |
| 120 | static LogicalResult lowerYield(Operation *op, ValueRange resultVariables, |
| 121 | ConversionPatternRewriter &rewriter, |
| 122 | scf::YieldOp yield) { |
| 123 | Location loc = yield.getLoc(); |
| 124 | |
| 125 | OpBuilder::InsertionGuard guard(rewriter); |
| 126 | rewriter.setInsertionPoint(yield); |
| 127 | |
| 128 | SmallVector<Value> yieldOperands; |
| 129 | if (failed(rewriter.getRemappedValues(keys: yield.getOperands(), results&: yieldOperands))) { |
| 130 | return rewriter.notifyMatchFailure(arg&: op, msg: "failed to lower yield operands" ); |
| 131 | } |
| 132 | |
| 133 | assignValues(values: yieldOperands, variables: resultVariables, rewriter, loc); |
| 134 | |
| 135 | rewriter.create<emitc::YieldOp>(loc); |
| 136 | rewriter.eraseOp(op: yield); |
| 137 | |
| 138 | return success(); |
| 139 | } |
| 140 | |
| 141 | // Lower the contents of an scf::if/scf::index_switch regions to an |
| 142 | // emitc::if/emitc::switch region. The contents of the lowering region is |
| 143 | // moved into the respective lowered region, but the scf::yield is replaced not |
| 144 | // only with an emitc::yield, but also with a sequence of emitc::assign ops that |
| 145 | // set the yielded values into the result variables. |
| 146 | static LogicalResult lowerRegion(Operation *op, ValueRange resultVariables, |
| 147 | ConversionPatternRewriter &rewriter, |
| 148 | Region ®ion, Region &loweredRegion) { |
| 149 | rewriter.inlineRegionBefore(region, parent&: loweredRegion, before: loweredRegion.end()); |
| 150 | Operation *terminator = loweredRegion.back().getTerminator(); |
| 151 | return lowerYield(op, resultVariables, rewriter, |
| 152 | cast<scf::YieldOp>(terminator)); |
| 153 | } |
| 154 | |
| 155 | LogicalResult |
| 156 | ForLowering::matchAndRewrite(ForOp forOp, OpAdaptor adaptor, |
| 157 | ConversionPatternRewriter &rewriter) const { |
| 158 | Location loc = forOp.getLoc(); |
| 159 | |
| 160 | // Create an emitc::variable op for each result. These variables will be |
| 161 | // assigned to by emitc::assign ops within the loop body. |
| 162 | SmallVector<Value> resultVariables; |
| 163 | if (failed(createVariablesForResults(forOp, getTypeConverter(), rewriter, |
| 164 | resultVariables))) |
| 165 | return rewriter.notifyMatchFailure(forOp, |
| 166 | "create variables for results failed" ); |
| 167 | |
| 168 | assignValues(adaptor.getInitArgs(), resultVariables, rewriter, loc); |
| 169 | |
| 170 | emitc::ForOp loweredFor = rewriter.create<emitc::ForOp>( |
| 171 | loc, adaptor.getLowerBound(), adaptor.getUpperBound(), adaptor.getStep()); |
| 172 | |
| 173 | Block *loweredBody = loweredFor.getBody(); |
| 174 | |
| 175 | // Erase the auto-generated terminator for the lowered for op. |
| 176 | rewriter.eraseOp(op: loweredBody->getTerminator()); |
| 177 | |
| 178 | IRRewriter::InsertPoint ip = rewriter.saveInsertionPoint(); |
| 179 | rewriter.setInsertionPointToEnd(loweredBody); |
| 180 | |
| 181 | SmallVector<Value> iterArgsValues = |
| 182 | loadValues(variables: resultVariables, rewriter, loc); |
| 183 | |
| 184 | rewriter.restoreInsertionPoint(ip); |
| 185 | |
| 186 | // Convert the original region types into the new types by adding unrealized |
| 187 | // casts in the beginning of the loop. This performs the conversion in place. |
| 188 | if (failed(rewriter.convertRegionTypes(region: &forOp.getRegion(), |
| 189 | converter: *getTypeConverter(), entryConversion: nullptr))) { |
| 190 | return rewriter.notifyMatchFailure(forOp, "region types conversion failed" ); |
| 191 | } |
| 192 | |
| 193 | // Register the replacements for the block arguments and inline the body of |
| 194 | // the scf.for loop into the body of the emitc::for loop. |
| 195 | Block *scfBody = &(forOp.getRegion().front()); |
| 196 | SmallVector<Value> replacingValues; |
| 197 | replacingValues.push_back(Elt: loweredFor.getInductionVar()); |
| 198 | replacingValues.append(in_start: iterArgsValues.begin(), in_end: iterArgsValues.end()); |
| 199 | rewriter.mergeBlocks(source: scfBody, dest: loweredBody, argValues: replacingValues); |
| 200 | |
| 201 | auto result = lowerYield(forOp, resultVariables, rewriter, |
| 202 | cast<scf::YieldOp>(loweredBody->getTerminator())); |
| 203 | |
| 204 | if (failed(result)) { |
| 205 | return result; |
| 206 | } |
| 207 | |
| 208 | // Load variables into SSA values after the for loop. |
| 209 | SmallVector<Value> resultValues = loadValues(variables: resultVariables, rewriter, loc); |
| 210 | |
| 211 | rewriter.replaceOp(forOp, resultValues); |
| 212 | return success(); |
| 213 | } |
| 214 | |
| 215 | // Lower scf::if to emitc::if, implementing result values as emitc::variable's |
| 216 | // updated within the then and else regions. |
| 217 | struct IfLowering : public OpConversionPattern<IfOp> { |
| 218 | using OpConversionPattern<IfOp>::OpConversionPattern; |
| 219 | |
| 220 | LogicalResult |
| 221 | matchAndRewrite(IfOp ifOp, OpAdaptor adaptor, |
| 222 | ConversionPatternRewriter &rewriter) const override; |
| 223 | }; |
| 224 | |
| 225 | } // namespace |
| 226 | |
| 227 | LogicalResult |
| 228 | IfLowering::matchAndRewrite(IfOp ifOp, OpAdaptor adaptor, |
| 229 | ConversionPatternRewriter &rewriter) const { |
| 230 | Location loc = ifOp.getLoc(); |
| 231 | |
| 232 | // Create an emitc::variable op for each result. These variables will be |
| 233 | // assigned to by emitc::assign ops within the then & else regions. |
| 234 | SmallVector<Value> resultVariables; |
| 235 | if (failed(createVariablesForResults(ifOp, getTypeConverter(), rewriter, |
| 236 | resultVariables))) |
| 237 | return rewriter.notifyMatchFailure(ifOp, |
| 238 | "create variables for results failed" ); |
| 239 | |
| 240 | // Utility function to lower the contents of an scf::if region to an emitc::if |
| 241 | // region. The contents of the scf::if regions is moved into the respective |
| 242 | // emitc::if regions, but the scf::yield is replaced not only with an |
| 243 | // emitc::yield, but also with a sequence of emitc::assign ops that set the |
| 244 | // yielded values into the result variables. |
| 245 | auto lowerRegion = [&resultVariables, &rewriter, |
| 246 | &ifOp](Region ®ion, Region &loweredRegion) { |
| 247 | rewriter.inlineRegionBefore(region, parent&: loweredRegion, before: loweredRegion.end()); |
| 248 | Operation *terminator = loweredRegion.back().getTerminator(); |
| 249 | auto result = lowerYield(ifOp, resultVariables, rewriter, |
| 250 | cast<scf::YieldOp>(terminator)); |
| 251 | if (failed(result)) { |
| 252 | return result; |
| 253 | } |
| 254 | return success(); |
| 255 | }; |
| 256 | |
| 257 | Region &thenRegion = adaptor.getThenRegion(); |
| 258 | Region &elseRegion = adaptor.getElseRegion(); |
| 259 | |
| 260 | bool hasElseBlock = !elseRegion.empty(); |
| 261 | |
| 262 | auto loweredIf = |
| 263 | rewriter.create<emitc::IfOp>(loc, adaptor.getCondition(), false, false); |
| 264 | |
| 265 | Region &loweredThenRegion = loweredIf.getThenRegion(); |
| 266 | auto result = lowerRegion(thenRegion, loweredThenRegion); |
| 267 | if (failed(result)) { |
| 268 | return result; |
| 269 | } |
| 270 | |
| 271 | if (hasElseBlock) { |
| 272 | Region &loweredElseRegion = loweredIf.getElseRegion(); |
| 273 | auto result = lowerRegion(elseRegion, loweredElseRegion); |
| 274 | if (failed(result)) { |
| 275 | return result; |
| 276 | } |
| 277 | } |
| 278 | |
| 279 | rewriter.setInsertionPointAfter(ifOp); |
| 280 | SmallVector<Value> results = loadValues(variables: resultVariables, rewriter, loc); |
| 281 | |
| 282 | rewriter.replaceOp(ifOp, results); |
| 283 | return success(); |
| 284 | } |
| 285 | |
| 286 | // Lower scf::index_switch to emitc::switch, implementing result values as |
| 287 | // emitc::variable's updated within the case and default regions. |
| 288 | struct IndexSwitchOpLowering : public OpConversionPattern<IndexSwitchOp> { |
| 289 | using OpConversionPattern::OpConversionPattern; |
| 290 | |
| 291 | LogicalResult |
| 292 | matchAndRewrite(IndexSwitchOp indexSwitchOp, OpAdaptor adaptor, |
| 293 | ConversionPatternRewriter &rewriter) const override; |
| 294 | }; |
| 295 | |
| 296 | LogicalResult IndexSwitchOpLowering::matchAndRewrite( |
| 297 | IndexSwitchOp indexSwitchOp, OpAdaptor adaptor, |
| 298 | ConversionPatternRewriter &rewriter) const { |
| 299 | Location loc = indexSwitchOp.getLoc(); |
| 300 | |
| 301 | // Create an emitc::variable op for each result. These variables will be |
| 302 | // assigned to by emitc::assign ops within the case and default regions. |
| 303 | SmallVector<Value> resultVariables; |
| 304 | if (failed(createVariablesForResults(indexSwitchOp, getTypeConverter(), |
| 305 | rewriter, resultVariables))) { |
| 306 | return rewriter.notifyMatchFailure(indexSwitchOp, |
| 307 | "create variables for results failed" ); |
| 308 | } |
| 309 | |
| 310 | auto loweredSwitch = rewriter.create<emitc::SwitchOp>( |
| 311 | loc, adaptor.getArg(), adaptor.getCases(), indexSwitchOp.getNumCases()); |
| 312 | |
| 313 | // Lowering all case regions. |
| 314 | for (auto pair : |
| 315 | llvm::zip(adaptor.getCaseRegions(), loweredSwitch.getCaseRegions())) { |
| 316 | if (failed(lowerRegion(indexSwitchOp, resultVariables, rewriter, |
| 317 | *std::get<0>(pair), std::get<1>(pair)))) { |
| 318 | return failure(); |
| 319 | } |
| 320 | } |
| 321 | |
| 322 | // Lowering default region. |
| 323 | if (failed(lowerRegion(indexSwitchOp, resultVariables, rewriter, |
| 324 | adaptor.getDefaultRegion(), |
| 325 | loweredSwitch.getDefaultRegion()))) { |
| 326 | return failure(); |
| 327 | } |
| 328 | |
| 329 | rewriter.setInsertionPointAfter(indexSwitchOp); |
| 330 | SmallVector<Value> results = loadValues(variables: resultVariables, rewriter, loc); |
| 331 | |
| 332 | rewriter.replaceOp(indexSwitchOp, results); |
| 333 | return success(); |
| 334 | } |
| 335 | |
| 336 | void mlir::populateSCFToEmitCConversionPatterns(RewritePatternSet &patterns, |
| 337 | TypeConverter &typeConverter) { |
| 338 | patterns.add<ForLowering>(arg&: typeConverter, args: patterns.getContext()); |
| 339 | patterns.add<IfLowering>(arg&: typeConverter, args: patterns.getContext()); |
| 340 | patterns.add<IndexSwitchOpLowering>(arg&: typeConverter, args: patterns.getContext()); |
| 341 | } |
| 342 | |
| 343 | void SCFToEmitCPass::runOnOperation() { |
| 344 | RewritePatternSet patterns(&getContext()); |
| 345 | TypeConverter typeConverter; |
| 346 | // Fallback for other types. |
| 347 | typeConverter.addConversion(callback: [](Type type) -> std::optional<Type> { |
| 348 | if (!emitc::isSupportedEmitCType(type)) |
| 349 | return {}; |
| 350 | return type; |
| 351 | }); |
| 352 | populateEmitCSizeTTypeConversions(converter&: typeConverter); |
| 353 | populateSCFToEmitCConversionPatterns(patterns, typeConverter); |
| 354 | |
| 355 | // Configure conversion to lower out SCF operations. |
| 356 | ConversionTarget target(getContext()); |
| 357 | target.addIllegalOp<scf::ForOp, scf::IfOp, scf::IndexSwitchOp>(); |
| 358 | target.markUnknownOpDynamicallyLegal(fn: [](Operation *) { return true; }); |
| 359 | if (failed( |
| 360 | applyPartialConversion(getOperation(), target, std::move(patterns)))) |
| 361 | signalPassFailure(); |
| 362 | } |
| 363 | |