SPIRVWebGPUTransforms.cpp

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//===- SPIRVWebGPUTransforms.cpp - WebGPU-specific transforms -------------===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// This file implements SPIR-V transforms used when targetting WebGPU.
//
//===----------------------------------------------------------------------===//
 
#include "mlir/Dialect/SPIRV/Transforms/SPIRVWebGPUTransforms.h"
#include "mlir/Dialect/SPIRV/IR/SPIRVOps.h"
#include "mlir/Dialect/SPIRV/Transforms/Passes.h"
#include "mlir/IR/BuiltinAttributes.h"
#include "mlir/IR/Location.h"
#include "mlir/IR/PatternMatch.h"
#include "mlir/IR/TypeUtilities.h"
#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/Support/FormatVariadic.h"
 
#include <array>
#include <cstdint>
 
namespace mlir {
namespace spirv {
#define GEN_PASS_DEF_SPIRVWEBGPUPREPAREPASS
#include "mlir/Dialect/SPIRV/Transforms/Passes.h.inc"
} // namespace spirv
} // namespace mlir
 
namespace mlir {
namespace spirv {
namespace {
//===----------------------------------------------------------------------===//
// Helpers
//===----------------------------------------------------------------------===//
static Attribute getScalarOrSplatAttr(Type type, int64_t value) {
  APInt sizedValue(getElementTypeOrSelf(type).getIntOrFloatBitWidth(), value);
  if (auto intTy = dyn_cast<IntegerType>(type))
    return IntegerAttr::get(intTy, sizedValue);
 
  return SplatElementsAttr::get(cast<ShapedType>(type), sizedValue);
}
 
static Value lowerExtendedMultiplication(Operation *mulOp,
                                         PatternRewriter &rewriter, Value lhs,
                                         Value rhs, bool signExtendArguments) {
  Location loc = mulOp->getLoc();
  Type argTy = lhs.getType();
  // Emulate 64-bit multiplication by splitting each input element of type i32
  // into 2 16-bit digits of type i32. This is so that the intermediate
  // multiplications and additions do not overflow. We extract these 16-bit
  // digits from i32 vector elements by masking (low digit) and shifting right
  // (high digit).
  //
  // The multiplication algorithm used is the standard (long) multiplication.
  // Multiplying two i32 integers produces 64 bits of result, i.e., 4 16-bit
  // digits.
  //   - With zero-extended arguments, we end up emitting only 4 multiplications
  //     and 4 additions after constant folding.
  //   - With sign-extended arguments, we end up emitting 8 multiplications and
  //     and 12 additions after CSE.
  Value cstLowMask = ConstantOp::create(
      rewriter, loc, lhs.getType(), getScalarOrSplatAttr(argTy, (1 << 16) - 1));
  auto getLowDigit = [&rewriter, loc, cstLowMask](Value val) {
    return BitwiseAndOp::create(rewriter, loc, val, cstLowMask);
  };
 
  Value cst16 = ConstantOp::create(rewriter, loc, lhs.getType(),
                                   getScalarOrSplatAttr(argTy, 16));
  auto getHighDigit = [&rewriter, loc, cst16](Value val) {
    return ShiftRightLogicalOp::create(rewriter, loc, val, cst16);
  };
 
  auto getSignDigit = [&rewriter, loc, cst16, &getHighDigit](Value val) {
    // We only need to shift arithmetically by 15, but the extra
    // sign-extension bit will be truncated by the logical shift, so this is
    // fine. We do not have to introduce an extra constant since any
    // value in [15, 32) would do.
    return getHighDigit(
        ShiftRightArithmeticOp::create(rewriter, loc, val, cst16));
  };
 
  Value cst0 = ConstantOp::create(rewriter, loc, lhs.getType(),
                                  getScalarOrSplatAttr(argTy, 0));
 
  Value lhsLow = getLowDigit(lhs);
  Value lhsHigh = getHighDigit(lhs);
  Value lhsExt = signExtendArguments ? getSignDigit(lhs) : cst0;
  Value rhsLow = getLowDigit(rhs);
  Value rhsHigh = getHighDigit(rhs);
  Value rhsExt = signExtendArguments ? getSignDigit(rhs) : cst0;
 
  std::array<Value, 4> lhsDigits = {lhsLow, lhsHigh, lhsExt, lhsExt};
  std::array<Value, 4> rhsDigits = {rhsLow, rhsHigh, rhsExt, rhsExt};
  std::array<Value, 4> resultDigits = {cst0, cst0, cst0, cst0};
 
  for (auto [i, lhsDigit] : llvm::enumerate(lhsDigits)) {
    for (auto [j, rhsDigit] : llvm::enumerate(rhsDigits)) {
      if (i + j >= resultDigits.size())
        continue;
 
      if (lhsDigit == cst0 || rhsDigit == cst0)
        continue;
 
      Value &thisResDigit = resultDigits[i + j];
      Value mul = IMulOp::create(rewriter, loc, lhsDigit, rhsDigit);
      Value current = rewriter.createOrFold<IAddOp>(loc, thisResDigit, mul);
      thisResDigit = getLowDigit(current);
 
      if (i + j + 1 != resultDigits.size()) {
        Value &nextResDigit = resultDigits[i + j + 1];
        Value carry = rewriter.createOrFold<IAddOp>(loc, nextResDigit,
                                                    getHighDigit(current));
        nextResDigit = carry;
      }
    }
  }
 
  auto combineDigits = [loc, cst16, &rewriter](Value low, Value high) {
    Value highBits = ShiftLeftLogicalOp::create(rewriter, loc, high, cst16);
    return BitwiseOrOp::create(rewriter, loc, low, highBits);
  };
  Value low = combineDigits(resultDigits[0], resultDigits[1]);
  Value high = combineDigits(resultDigits[2], resultDigits[3]);
 
  return CompositeConstructOp::create(rewriter, loc,
                                      mulOp->getResultTypes().front(),
                                      llvm::ArrayRef({low, high}));
}
 
//===----------------------------------------------------------------------===//
// Rewrite Patterns
//===----------------------------------------------------------------------===//
 
template <typename MulExtendedOp, bool SignExtendArguments>
struct ExpandMulExtendedPattern final : OpRewritePattern<MulExtendedOp> {
  using OpRewritePattern<MulExtendedOp>::OpRewritePattern;
 
  LogicalResult matchAndRewrite(MulExtendedOp op,
                                PatternRewriter &rewriter) const override {
    Location loc = op->getLoc();
    Value lhs = op.getOperand1();
    Value rhs = op.getOperand2();
 
    // Currently, WGSL only supports 32-bit integer types. Any other integer
    // types should already have been promoted/demoted to i32.
    auto elemTy = cast<IntegerType>(getElementTypeOrSelf(lhs.getType()));
    if (elemTy.getIntOrFloatBitWidth() != 32)
      return rewriter.notifyMatchFailure(
          loc,
          llvm::formatv("Unexpected integer type for WebGPU: '{0}'", elemTy));
 
    Value mul = lowerExtendedMultiplication(op, rewriter, lhs, rhs,
                                            SignExtendArguments);
    rewriter.replaceOp(op, mul);
    return success();
  }
};
 
using ExpandSMulExtendedPattern =
    ExpandMulExtendedPattern<SMulExtendedOp, true>;
using ExpandUMulExtendedPattern =
    ExpandMulExtendedPattern<UMulExtendedOp, false>;
 
struct ExpandAddCarryPattern final : OpRewritePattern<IAddCarryOp> {
  using Base::Base;
 
  LogicalResult matchAndRewrite(IAddCarryOp op,
                                PatternRewriter &rewriter) const override {
    Location loc = op->getLoc();
    Value lhs = op.getOperand1();
    Value rhs = op.getOperand2();
 
    // Currently, WGSL only supports 32-bit integer types. Any other integer
    // types should already have been promoted/demoted to i32.
    Type argTy = lhs.getType();
    auto elemTy = cast<IntegerType>(getElementTypeOrSelf(argTy));
    if (elemTy.getIntOrFloatBitWidth() != 32)
      return rewriter.notifyMatchFailure(
          loc,
          llvm::formatv("Unexpected integer type for WebGPU: '{0}'", elemTy));
 
    Value one = ConstantOp::create(rewriter, loc, argTy,
                                   getScalarOrSplatAttr(argTy, 1));
    Value zero = ConstantOp::create(rewriter, loc, argTy,
                                    getScalarOrSplatAttr(argTy, 0));
 
    // Calculate the carry by checking if the addition resulted in an overflow.
    Value out = IAddOp::create(rewriter, loc, lhs, rhs);
    Value cmp = ULessThanOp::create(rewriter, loc, out, lhs);
    Value carry = SelectOp::create(rewriter, loc, cmp, one, zero);
 
    Value add = CompositeConstructOp::create(rewriter, loc,
                                             op->getResultTypes().front(),
                                             llvm::ArrayRef({out, carry}));
 
    rewriter.replaceOp(op, add);
    return success();
  }
};
 
struct ExpandIsInfPattern final : OpRewritePattern<IsInfOp> {
  using Base::Base;
 
  LogicalResult matchAndRewrite(IsInfOp op,
                                PatternRewriter &rewriter) const override {
    // We assume values to be finite and turn `IsInf` info `false`.
    rewriter.replaceOpWithNewOp<spirv::ConstantOp>(
        op, op.getType(), getScalarOrSplatAttr(op.getType(), 0));
    return success();
  }
};
 
struct ExpandIsNanPattern final : OpRewritePattern<IsNanOp> {
  using Base::Base;
 
  LogicalResult matchAndRewrite(IsNanOp op,
                                PatternRewriter &rewriter) const override {
    // We assume values to be finite and turn `IsNan` info `false`.
    rewriter.replaceOpWithNewOp<spirv::ConstantOp>(
        op, op.getType(), getScalarOrSplatAttr(op.getType(), 0));
    return success();
  }
};
 
//===----------------------------------------------------------------------===//
// Passes
//===----------------------------------------------------------------------===//
struct WebGPUPreparePass final
    : impl::SPIRVWebGPUPreparePassBase<WebGPUPreparePass> {
  void runOnOperation() override {
    RewritePatternSet patterns(&getContext());
    populateSPIRVExpandExtendedMultiplicationPatterns(patterns);
    populateSPIRVExpandNonFiniteArithmeticPatterns(patterns);
 
    if (failed(applyPatternsGreedily(getOperation(), std::move(patterns))))
      signalPassFailure();
  }
};
} // namespace
 
//===----------------------------------------------------------------------===//
// Public Interface
//===----------------------------------------------------------------------===//
void populateSPIRVExpandExtendedMultiplicationPatterns(
    RewritePatternSet &patterns) {
  // WGSL currently does not support extended multiplication ops, see:
  // https://github.com/gpuweb/gpuweb/issues/1565.
  patterns.add<ExpandSMulExtendedPattern, ExpandUMulExtendedPattern,
               ExpandAddCarryPattern>(patterns.getContext());
}
 
void populateSPIRVExpandNonFiniteArithmeticPatterns(
    RewritePatternSet &patterns) {
  // WGSL currently does not support `isInf` and `isNan`, see:
  // https://github.com/gpuweb/gpuweb/pull/2311.
  patterns.add<ExpandIsInfPattern, ExpandIsNanPattern>(patterns.getContext());
}
 
} // namespace spirv
} // namespace mlir