William S. Moses 164c7afaf5 [MLIR][Math] Add constant folder for powf
Constant fold powf, given two constant operands and a compatible type

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D121845
2022-03-17 14:19:47 -04:00

110 lines
3.2 KiB
C++

//===- MathOps.cpp - MLIR operations for math implementation --------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "mlir/Dialect/Arithmetic/IR/Arithmetic.h"
#include "mlir/Dialect/Math/IR/Math.h"
#include "mlir/IR/Builders.h"
using namespace mlir;
using namespace mlir::math;
//===----------------------------------------------------------------------===//
// TableGen'd op method definitions
//===----------------------------------------------------------------------===//
#define GET_OP_CLASSES
#include "mlir/Dialect/Math/IR/MathOps.cpp.inc"
//===----------------------------------------------------------------------===//
// CeilOp folder
//===----------------------------------------------------------------------===//
OpFoldResult math::CeilOp::fold(ArrayRef<Attribute> operands) {
auto constOperand = operands.front();
if (!constOperand)
return {};
auto attr = constOperand.dyn_cast<FloatAttr>();
if (!attr)
return {};
APFloat sourceVal = attr.getValue();
sourceVal.roundToIntegral(llvm::RoundingMode::TowardPositive);
return FloatAttr::get(getType(), sourceVal);
}
//===----------------------------------------------------------------------===//
// Log2Op folder
//===----------------------------------------------------------------------===//
OpFoldResult math::Log2Op::fold(ArrayRef<Attribute> operands) {
auto constOperand = operands.front();
if (!constOperand)
return {};
auto attr = constOperand.dyn_cast<FloatAttr>();
if (!attr)
return {};
auto ft = getType().cast<FloatType>();
APFloat apf = attr.getValue();
if (apf.isNegative())
return {};
if (ft.getWidth() == 64)
return FloatAttr::get(getType(), log2(apf.convertToDouble()));
if (ft.getWidth() == 32)
return FloatAttr::get(getType(), log2f(apf.convertToFloat()));
return {};
}
//===----------------------------------------------------------------------===//
// PowFOp folder
//===----------------------------------------------------------------------===//
OpFoldResult math::PowFOp::fold(ArrayRef<Attribute> operands) {
auto ft = getType().dyn_cast<FloatType>();
if (!ft)
return {};
APFloat vals[2]{APFloat(ft.getFloatSemantics()),
APFloat(ft.getFloatSemantics())};
for (int i = 0; i < 2; ++i) {
if (!operands[i])
return {};
auto attr = operands[i].dyn_cast<FloatAttr>();
if (!attr)
return {};
vals[i] = attr.getValue();
}
if (ft.getWidth() == 64)
return FloatAttr::get(
getType(), pow(vals[0].convertToDouble(), vals[1].convertToDouble()));
if (ft.getWidth() == 32)
return FloatAttr::get(
getType(), powf(vals[0].convertToFloat(), vals[1].convertToFloat()));
return {};
}
/// Materialize an integer or floating point constant.
Operation *math::MathDialect::materializeConstant(OpBuilder &builder,
Attribute value, Type type,
Location loc) {
return builder.create<arith::ConstantOp>(loc, value, type);
}