557 lines
24 KiB
C++
557 lines
24 KiB
C++
//===- ArithToAPFloat.cpp - Arithmetic to APFloat Conversion --------------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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#include "Utils.h"
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#include "mlir/Conversion/ArithAndMathToAPFloat/ArithToAPFloat.h"
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#include "mlir/Dialect/Arith/IR/Arith.h"
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#include "mlir/Dialect/Arith/Transforms/Passes.h"
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#include "mlir/Dialect/Func/IR/FuncOps.h"
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#include "mlir/Dialect/Func/Utils/Utils.h"
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#include "mlir/Dialect/Vector/IR/VectorOps.h"
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#include "mlir/IR/PatternMatch.h"
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#include "mlir/IR/Verifier.h"
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#include "mlir/Transforms/WalkPatternRewriteDriver.h"
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namespace mlir {
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#define GEN_PASS_DEF_ARITHTOAPFLOATCONVERSIONPASS
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#include "mlir/Conversion/Passes.h.inc"
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} // namespace mlir
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using namespace mlir;
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using namespace mlir::func;
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/// Helper function to look up or create the symbol for a runtime library
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/// function for a binary arithmetic operation.
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///
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/// Parameter 1: APFloat semantics
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/// Parameter 2: Left-hand side operand
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/// Parameter 3: Right-hand side operand
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///
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/// This function will return a failure if the function is found but has an
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/// unexpected signature.
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///
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static FailureOr<FuncOp>
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lookupOrCreateBinaryFn(OpBuilder &b, SymbolOpInterface symTable, StringRef name,
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SymbolTableCollection *symbolTables = nullptr) {
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auto i32Type = IntegerType::get(symTable->getContext(), 32);
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auto i64Type = IntegerType::get(symTable->getContext(), 64);
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std::string funcName = (llvm::Twine("_mlir_apfloat_") + name).str();
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return lookupOrCreateFnDecl(b, symTable, funcName,
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{i32Type, i64Type, i64Type}, symbolTables);
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}
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/// Rewrite a binary arithmetic operation to an APFloat function call.
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template <typename OpTy>
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struct BinaryArithOpToAPFloatConversion final : OpRewritePattern<OpTy> {
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BinaryArithOpToAPFloatConversion(MLIRContext *context,
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const char *APFloatName,
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SymbolOpInterface symTable,
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PatternBenefit benefit = 1)
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: OpRewritePattern<OpTy>(context, benefit), symTable(symTable),
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APFloatName(APFloatName) {};
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LogicalResult matchAndRewrite(OpTy op,
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PatternRewriter &rewriter) const override {
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if (failed(checkPreconditions(rewriter, op)))
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return failure();
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// Get APFloat function from runtime library.
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FailureOr<FuncOp> fn =
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lookupOrCreateBinaryFn(rewriter, symTable, APFloatName);
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if (failed(fn))
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return fn;
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// Scalarize and convert to APFloat runtime calls.
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Location loc = op.getLoc();
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rewriter.setInsertionPoint(op);
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Value repl = forEachScalarValue(
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rewriter, loc, op.getLhs(), op.getRhs(), op.getType(),
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[&](Value lhs, Value rhs, Type resultType) {
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// Cast operands to 64-bit integers.
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auto floatTy = cast<FloatType>(resultType);
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auto intWType = rewriter.getIntegerType(floatTy.getWidth());
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auto int64Type = rewriter.getI64Type();
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Value lhsBits = arith::ExtUIOp::create(
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rewriter, loc, int64Type,
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arith::BitcastOp::create(rewriter, loc, intWType, lhs));
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Value rhsBits = arith::ExtUIOp::create(
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rewriter, loc, int64Type,
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arith::BitcastOp::create(rewriter, loc, intWType, rhs));
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// Call APFloat function.
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Value semValue = getAPFloatSemanticsValue(rewriter, loc, floatTy);
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SmallVector<Value> params = {semValue, lhsBits, rhsBits};
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auto resultOp = func::CallOp::create(rewriter, loc,
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TypeRange(rewriter.getI64Type()),
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SymbolRefAttr::get(*fn), params);
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// Truncate result to the original width.
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Value truncatedBits = arith::TruncIOp::create(rewriter, loc, intWType,
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resultOp->getResult(0));
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return arith::BitcastOp::create(rewriter, loc, floatTy,
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truncatedBits);
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});
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rewriter.replaceOp(op, repl);
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return success();
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}
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SymbolOpInterface symTable;
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const char *APFloatName;
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};
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template <typename OpTy>
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struct FpToFpConversion final : OpRewritePattern<OpTy> {
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FpToFpConversion(MLIRContext *context, SymbolOpInterface symTable,
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PatternBenefit benefit = 1)
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: OpRewritePattern<OpTy>(context, benefit), symTable(symTable) {}
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LogicalResult matchAndRewrite(OpTy op,
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PatternRewriter &rewriter) const override {
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if (failed(checkPreconditions(rewriter, op)))
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return failure();
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// Get APFloat function from runtime library.
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auto i32Type = IntegerType::get(symTable->getContext(), 32);
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auto i64Type = IntegerType::get(symTable->getContext(), 64);
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FailureOr<FuncOp> fn =
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lookupOrCreateFnDecl(rewriter, symTable, "_mlir_apfloat_convert",
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{i32Type, i32Type, i64Type});
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if (failed(fn))
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return fn;
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// Scalarize and convert to APFloat runtime calls.
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Location loc = op.getLoc();
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rewriter.setInsertionPoint(op);
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Value repl = forEachScalarValue(
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rewriter, loc, op.getOperand(), /*operand2=*/Value(), op.getType(),
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[&](Value operand1, Value operand2, Type resultType) {
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// Cast operands to 64-bit integers.
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auto inFloatTy = cast<FloatType>(operand1.getType());
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auto inIntWType = rewriter.getIntegerType(inFloatTy.getWidth());
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Value operandBits = arith::ExtUIOp::create(
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rewriter, loc, i64Type,
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arith::BitcastOp::create(rewriter, loc, inIntWType, operand1));
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// Call APFloat function.
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Value inSemValue = getAPFloatSemanticsValue(rewriter, loc, inFloatTy);
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auto outFloatTy = cast<FloatType>(resultType);
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Value outSemValue =
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getAPFloatSemanticsValue(rewriter, loc, outFloatTy);
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std::array<Value, 3> params = {inSemValue, outSemValue, operandBits};
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auto resultOp = func::CallOp::create(rewriter, loc,
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TypeRange(rewriter.getI64Type()),
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SymbolRefAttr::get(*fn), params);
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// Truncate result to the original width.
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auto outIntWType = rewriter.getIntegerType(outFloatTy.getWidth());
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Value truncatedBits = arith::TruncIOp::create(
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rewriter, loc, outIntWType, resultOp->getResult(0));
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return arith::BitcastOp::create(rewriter, loc, outFloatTy,
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truncatedBits);
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});
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rewriter.replaceOp(op, repl);
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return success();
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}
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SymbolOpInterface symTable;
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};
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template <typename OpTy>
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struct FpToIntConversion final : OpRewritePattern<OpTy> {
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FpToIntConversion(MLIRContext *context, SymbolOpInterface symTable,
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bool isUnsigned, PatternBenefit benefit = 1)
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: OpRewritePattern<OpTy>(context, benefit), symTable(symTable),
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isUnsigned(isUnsigned) {}
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LogicalResult matchAndRewrite(OpTy op,
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PatternRewriter &rewriter) const override {
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if (failed(checkPreconditions(rewriter, op)))
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return failure();
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// Get APFloat function from runtime library.
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auto i1Type = IntegerType::get(symTable->getContext(), 1);
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auto i32Type = IntegerType::get(symTable->getContext(), 32);
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auto i64Type = IntegerType::get(symTable->getContext(), 64);
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FailureOr<FuncOp> fn =
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lookupOrCreateFnDecl(rewriter, symTable, "_mlir_apfloat_convert_to_int",
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{i32Type, i32Type, i1Type, i64Type});
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if (failed(fn))
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return fn;
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// Scalarize and convert to APFloat runtime calls.
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Location loc = op.getLoc();
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rewriter.setInsertionPoint(op);
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Value repl = forEachScalarValue(
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rewriter, loc, op.getOperand(), /*operand2=*/Value(), op.getType(),
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[&](Value operand1, Value operand2, Type resultType) {
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// Cast operands to 64-bit integers.
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auto inFloatTy = cast<FloatType>(operand1.getType());
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auto inIntWType = rewriter.getIntegerType(inFloatTy.getWidth());
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Value operandBits = arith::ExtUIOp::create(
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rewriter, loc, i64Type,
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arith::BitcastOp::create(rewriter, loc, inIntWType, operand1));
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// Call APFloat function.
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Value inSemValue = getAPFloatSemanticsValue(rewriter, loc, inFloatTy);
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auto outIntTy = cast<IntegerType>(resultType);
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Value outWidthValue = arith::ConstantOp::create(
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rewriter, loc, i32Type,
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rewriter.getIntegerAttr(i32Type, outIntTy.getWidth()));
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Value isUnsignedValue = arith::ConstantOp::create(
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rewriter, loc, i1Type,
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rewriter.getIntegerAttr(i1Type, isUnsigned));
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SmallVector<Value> params = {inSemValue, outWidthValue,
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isUnsignedValue, operandBits};
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auto resultOp = func::CallOp::create(rewriter, loc,
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TypeRange(rewriter.getI64Type()),
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SymbolRefAttr::get(*fn), params);
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// Truncate result to the original width.
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return arith::TruncIOp::create(rewriter, loc, outIntTy,
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resultOp->getResult(0));
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});
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rewriter.replaceOp(op, repl);
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return success();
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}
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SymbolOpInterface symTable;
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bool isUnsigned;
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};
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template <typename OpTy>
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struct IntToFpConversion final : OpRewritePattern<OpTy> {
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IntToFpConversion(MLIRContext *context, SymbolOpInterface symTable,
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bool isUnsigned, PatternBenefit benefit = 1)
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: OpRewritePattern<OpTy>(context, benefit), symTable(symTable),
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isUnsigned(isUnsigned) {}
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LogicalResult matchAndRewrite(OpTy op,
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PatternRewriter &rewriter) const override {
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if (failed(checkPreconditions(rewriter, op)))
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return failure();
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// Get APFloat function from runtime library.
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auto i1Type = IntegerType::get(symTable->getContext(), 1);
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auto i32Type = IntegerType::get(symTable->getContext(), 32);
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auto i64Type = IntegerType::get(symTable->getContext(), 64);
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FailureOr<FuncOp> fn = lookupOrCreateFnDecl(
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rewriter, symTable, "_mlir_apfloat_convert_from_int",
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{i32Type, i32Type, i1Type, i64Type});
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if (failed(fn))
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return fn;
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// Scalarize and convert to APFloat runtime calls.
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Location loc = op.getLoc();
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rewriter.setInsertionPoint(op);
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Value repl = forEachScalarValue(
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rewriter, loc, op.getOperand(), /*operand2=*/Value(), op.getType(),
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[&](Value operand1, Value operand2, Type resultType) {
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// Cast operands to 64-bit integers.
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auto inIntTy = cast<IntegerType>(operand1.getType());
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Value operandBits = operand1;
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if (operandBits.getType().getIntOrFloatBitWidth() < 64) {
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if (isUnsigned) {
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operandBits =
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arith::ExtUIOp::create(rewriter, loc, i64Type, operandBits);
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} else {
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operandBits =
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arith::ExtSIOp::create(rewriter, loc, i64Type, operandBits);
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}
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}
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// Call APFloat function.
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auto outFloatTy = cast<FloatType>(resultType);
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Value outSemValue =
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getAPFloatSemanticsValue(rewriter, loc, outFloatTy);
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Value inWidthValue = arith::ConstantOp::create(
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rewriter, loc, i32Type,
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rewriter.getIntegerAttr(i32Type, inIntTy.getWidth()));
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Value isUnsignedValue = arith::ConstantOp::create(
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rewriter, loc, i1Type,
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rewriter.getIntegerAttr(i1Type, isUnsigned));
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SmallVector<Value> params = {outSemValue, inWidthValue,
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isUnsignedValue, operandBits};
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auto resultOp = func::CallOp::create(rewriter, loc,
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TypeRange(rewriter.getI64Type()),
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SymbolRefAttr::get(*fn), params);
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// Truncate result to the original width.
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auto outIntWType = rewriter.getIntegerType(outFloatTy.getWidth());
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Value truncatedBits = arith::TruncIOp::create(
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rewriter, loc, outIntWType, resultOp->getResult(0));
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return arith::BitcastOp::create(rewriter, loc, outFloatTy,
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truncatedBits);
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});
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rewriter.replaceOp(op, repl);
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return success();
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}
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SymbolOpInterface symTable;
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bool isUnsigned;
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};
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struct CmpFOpToAPFloatConversion final : OpRewritePattern<arith::CmpFOp> {
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CmpFOpToAPFloatConversion(MLIRContext *context, SymbolOpInterface symTable,
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PatternBenefit benefit = 1)
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: OpRewritePattern<arith::CmpFOp>(context, benefit), symTable(symTable) {}
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LogicalResult matchAndRewrite(arith::CmpFOp op,
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PatternRewriter &rewriter) const override {
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if (failed(checkPreconditions(rewriter, op)))
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return failure();
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// Get APFloat function from runtime library.
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auto i1Type = IntegerType::get(symTable->getContext(), 1);
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auto i8Type = IntegerType::get(symTable->getContext(), 8);
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auto i32Type = IntegerType::get(symTable->getContext(), 32);
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auto i64Type = IntegerType::get(symTable->getContext(), 64);
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FailureOr<FuncOp> fn =
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lookupOrCreateFnDecl(rewriter, symTable, "_mlir_apfloat_compare",
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{i32Type, i64Type, i64Type}, nullptr, i8Type);
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if (failed(fn))
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return fn;
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// Scalarize and convert to APFloat runtime calls.
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Location loc = op.getLoc();
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rewriter.setInsertionPoint(op);
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Value repl = forEachScalarValue(
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rewriter, loc, op.getLhs(), op.getRhs(), op.getType(),
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[&](Value lhs, Value rhs, Type resultType) {
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// Cast operands to 64-bit integers.
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auto floatTy = cast<FloatType>(lhs.getType());
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auto intWType = rewriter.getIntegerType(floatTy.getWidth());
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Value lhsBits = arith::ExtUIOp::create(
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rewriter, loc, i64Type,
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arith::BitcastOp::create(rewriter, loc, intWType, lhs));
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Value rhsBits = arith::ExtUIOp::create(
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rewriter, loc, i64Type,
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arith::BitcastOp::create(rewriter, loc, intWType, rhs));
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// Call APFloat function.
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Value semValue = getAPFloatSemanticsValue(rewriter, loc, floatTy);
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SmallVector<Value> params = {semValue, lhsBits, rhsBits};
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Value comparisonResult =
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func::CallOp::create(rewriter, loc, TypeRange(i8Type),
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SymbolRefAttr::get(*fn), params)
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->getResult(0);
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// Generate an i1 SSA value that is "true" if the comparison result
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// matches the given `val`.
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auto checkResult = [&](llvm::APFloat::cmpResult val) {
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return arith::CmpIOp::create(
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rewriter, loc, arith::CmpIPredicate::eq, comparisonResult,
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arith::ConstantOp::create(
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rewriter, loc, i8Type,
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rewriter.getIntegerAttr(i8Type, static_cast<int8_t>(val)))
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.getResult());
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};
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// Generate an i1 SSA value that is "true" if the comparison result
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// matches any of the given `vals`.
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std::function<Value(ArrayRef<llvm::APFloat::cmpResult>)>
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checkResults = [&](ArrayRef<llvm::APFloat::cmpResult> vals) {
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Value first = checkResult(vals.front());
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if (vals.size() == 1)
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return first;
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Value rest = checkResults(vals.drop_front());
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return arith::OrIOp::create(rewriter, loc, first, rest)
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.getResult();
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};
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// This switch-case statement was taken from arith::applyCmpPredicate.
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Value result;
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switch (op.getPredicate()) {
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case arith::CmpFPredicate::AlwaysFalse:
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result =
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arith::ConstantOp::create(rewriter, loc, i1Type,
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rewriter.getIntegerAttr(i1Type, 0))
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.getResult();
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break;
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case arith::CmpFPredicate::OEQ:
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result = checkResult(llvm::APFloat::cmpEqual);
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break;
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case arith::CmpFPredicate::OGT:
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result = checkResult(llvm::APFloat::cmpGreaterThan);
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break;
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case arith::CmpFPredicate::OGE:
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result = checkResults(
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{llvm::APFloat::cmpGreaterThan, llvm::APFloat::cmpEqual});
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break;
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case arith::CmpFPredicate::OLT:
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result = checkResult(llvm::APFloat::cmpLessThan);
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break;
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case arith::CmpFPredicate::OLE:
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result = checkResults(
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{llvm::APFloat::cmpLessThan, llvm::APFloat::cmpEqual});
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break;
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case arith::CmpFPredicate::ONE:
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// Not cmpUnordered and not cmpUnordered.
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result = checkResults(
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{llvm::APFloat::cmpLessThan, llvm::APFloat::cmpGreaterThan});
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break;
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case arith::CmpFPredicate::ORD:
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// Not cmpUnordered.
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result = checkResults({llvm::APFloat::cmpLessThan,
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llvm::APFloat::cmpGreaterThan,
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llvm::APFloat::cmpEqual});
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break;
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case arith::CmpFPredicate::UEQ:
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result = checkResults(
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{llvm::APFloat::cmpUnordered, llvm::APFloat::cmpEqual});
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break;
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case arith::CmpFPredicate::UGT:
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result = checkResults(
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{llvm::APFloat::cmpUnordered, llvm::APFloat::cmpGreaterThan});
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break;
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case arith::CmpFPredicate::UGE:
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result = checkResults({llvm::APFloat::cmpUnordered,
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llvm::APFloat::cmpGreaterThan,
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llvm::APFloat::cmpEqual});
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break;
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case arith::CmpFPredicate::ULT:
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result = checkResults(
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{llvm::APFloat::cmpUnordered, llvm::APFloat::cmpLessThan});
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break;
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case arith::CmpFPredicate::ULE:
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result = checkResults({llvm::APFloat::cmpUnordered,
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llvm::APFloat::cmpLessThan,
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llvm::APFloat::cmpEqual});
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break;
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case arith::CmpFPredicate::UNE:
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// Not cmpEqual.
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result = checkResults({llvm::APFloat::cmpLessThan,
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llvm::APFloat::cmpGreaterThan,
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llvm::APFloat::cmpUnordered});
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break;
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case arith::CmpFPredicate::UNO:
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result = checkResult(llvm::APFloat::cmpUnordered);
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break;
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case arith::CmpFPredicate::AlwaysTrue:
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result =
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arith::ConstantOp::create(rewriter, loc, i1Type,
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rewriter.getIntegerAttr(i1Type, 1))
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.getResult();
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break;
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}
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return result;
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});
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rewriter.replaceOp(op, repl);
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return success();
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}
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SymbolOpInterface symTable;
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};
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struct NegFOpToAPFloatConversion final : OpRewritePattern<arith::NegFOp> {
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NegFOpToAPFloatConversion(MLIRContext *context, SymbolOpInterface symTable,
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PatternBenefit benefit = 1)
|
|
: OpRewritePattern<arith::NegFOp>(context, benefit), symTable(symTable) {}
|
|
|
|
LogicalResult matchAndRewrite(arith::NegFOp op,
|
|
PatternRewriter &rewriter) const override {
|
|
if (failed(checkPreconditions(rewriter, op)))
|
|
return failure();
|
|
|
|
// Get APFloat function from runtime library.
|
|
auto i32Type = IntegerType::get(symTable->getContext(), 32);
|
|
auto i64Type = IntegerType::get(symTable->getContext(), 64);
|
|
FailureOr<FuncOp> fn = lookupOrCreateFnDecl(
|
|
rewriter, symTable, "_mlir_apfloat_neg", {i32Type, i64Type});
|
|
if (failed(fn))
|
|
return fn;
|
|
|
|
// Scalarize and convert to APFloat runtime calls.
|
|
Location loc = op.getLoc();
|
|
rewriter.setInsertionPoint(op);
|
|
Value repl = forEachScalarValue(
|
|
rewriter, loc, op.getOperand(), /*operand2=*/Value(), op.getType(),
|
|
[&](Value operand1, Value operand2, Type resultType) {
|
|
// Cast operands to 64-bit integers.
|
|
auto floatTy = cast<FloatType>(operand1.getType());
|
|
auto intWType = rewriter.getIntegerType(floatTy.getWidth());
|
|
Value operandBits = arith::ExtUIOp::create(
|
|
rewriter, loc, i64Type,
|
|
arith::BitcastOp::create(rewriter, loc, intWType, operand1));
|
|
|
|
// Call APFloat function.
|
|
Value semValue = getAPFloatSemanticsValue(rewriter, loc, floatTy);
|
|
SmallVector<Value> params = {semValue, operandBits};
|
|
Value negatedBits =
|
|
func::CallOp::create(rewriter, loc, TypeRange(i64Type),
|
|
SymbolRefAttr::get(*fn), params)
|
|
->getResult(0);
|
|
|
|
// Truncate result to the original width.
|
|
Value truncatedBits =
|
|
arith::TruncIOp::create(rewriter, loc, intWType, negatedBits);
|
|
return arith::BitcastOp::create(rewriter, loc, floatTy,
|
|
truncatedBits);
|
|
});
|
|
rewriter.replaceOp(op, repl);
|
|
return success();
|
|
}
|
|
|
|
SymbolOpInterface symTable;
|
|
};
|
|
|
|
namespace {
|
|
struct ArithToAPFloatConversionPass final
|
|
: impl::ArithToAPFloatConversionPassBase<ArithToAPFloatConversionPass> {
|
|
using Base::Base;
|
|
|
|
void runOnOperation() override;
|
|
};
|
|
|
|
void ArithToAPFloatConversionPass::runOnOperation() {
|
|
MLIRContext *context = &getContext();
|
|
RewritePatternSet patterns(context);
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::AddFOp>>(context, "add",
|
|
getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::SubFOp>>(
|
|
context, "subtract", getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::MulFOp>>(
|
|
context, "multiply", getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::DivFOp>>(
|
|
context, "divide", getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::RemFOp>>(
|
|
context, "remainder", getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::MinNumFOp>>(
|
|
context, "minnum", getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::MaxNumFOp>>(
|
|
context, "maxnum", getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::MinimumFOp>>(
|
|
context, "minimum", getOperation());
|
|
patterns.add<BinaryArithOpToAPFloatConversion<arith::MaximumFOp>>(
|
|
context, "maximum", getOperation());
|
|
patterns
|
|
.add<FpToFpConversion<arith::ExtFOp>, FpToFpConversion<arith::TruncFOp>,
|
|
CmpFOpToAPFloatConversion, NegFOpToAPFloatConversion>(
|
|
context, getOperation());
|
|
patterns.add<FpToIntConversion<arith::FPToSIOp>>(context, getOperation(),
|
|
/*isUnsigned=*/false);
|
|
patterns.add<FpToIntConversion<arith::FPToUIOp>>(context, getOperation(),
|
|
/*isUnsigned=*/true);
|
|
patterns.add<IntToFpConversion<arith::SIToFPOp>>(context, getOperation(),
|
|
/*isUnsigned=*/false);
|
|
patterns.add<IntToFpConversion<arith::UIToFPOp>>(context, getOperation(),
|
|
/*isUnsigned=*/true);
|
|
LogicalResult result = success();
|
|
ScopedDiagnosticHandler scopedHandler(context, [&result](Diagnostic &diag) {
|
|
if (diag.getSeverity() == DiagnosticSeverity::Error) {
|
|
result = failure();
|
|
}
|
|
// NB: if you don't return failure, no other diag handlers will fire (see
|
|
// mlir/lib/IR/Diagnostics.cpp:DiagnosticEngineImpl::emit).
|
|
return failure();
|
|
});
|
|
walkAndApplyPatterns(getOperation(), std::move(patterns));
|
|
if (failed(result))
|
|
return signalPassFailure();
|
|
}
|
|
} // namespace
|