[Mlir-commits] [mlir] [MLIR][Transforms] add eliminate-explicit-rounding pass (PR #93443)
Ivy Zhang
llvmlistbot at llvm.org
Mon May 27 04:13:26 PDT 2024
================
@@ -0,0 +1,86 @@
+//===- EliminateExplicitRounding.cpp - Remove intermediate extf/truncf pairs
+//-===//
+//
+// 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 removing intermediate extf/truncf pairs inserted from
+// type conversion.
+//
+//===----------------------------------------------------------------------===//
+#include "mlir/Dialect/Arith/Transforms/Passes.h"
+
+#include "mlir/Dialect/Arith/IR/Arith.h"
+#include "mlir/IR/PatternMatch.h"
+#include "mlir/IR/TypeUtilities.h"
+#include "mlir/Transforms/GreedyPatternRewriteDriver.h"
+
+namespace mlir {
+namespace arith {
+#define GEN_PASS_DEF_ELIMINATEEXPLICITROUNDING
+#include "mlir/Dialect/Arith/Transforms/Passes.h.inc"
+} // namespace arith
+} // namespace mlir
+
+using namespace mlir;
+
+namespace {
+
+struct EliminateExplicitRoundingRewritePattern final
+ : OpRewritePattern<arith::ExtFOp> {
+ using OpRewritePattern::OpRewritePattern;
+ using FilterFunction = std::function<bool(Operation *)>;
+
+ EliminateExplicitRoundingRewritePattern(MLIRContext *context,
+ FilterFunction filterFunc = nullptr)
+ : OpRewritePattern(context), filterFunc(filterFunc) {}
+
+ LogicalResult matchAndRewrite(arith::ExtFOp extfop,
+ PatternRewriter &rewriter) const final {
+ if (filterFunc && filterFunc(extfop))
+ return failure();
+ // check whether match `truncf->extf` pair
+ auto truncfop = extfop.getOperand().getDefiningOp<arith::TruncFOp>();
+ if (!truncfop)
+ return failure();
+
+ // check whether the the rounding pair's input and output data type are the
+ // same. Currently only consider to eliminate rounding pairs for (bf16 / f16
+ // <-> f32)
+ if (auto input = truncfop.getOperand()) {
+ auto inTy = input.getType();
+ auto outTy = extfop.getType();
+ auto shortTy = getElementTypeOrSelf(truncfop.getType());
+ if (inTy == outTy && getElementTypeOrSelf(inTy).isF32() &&
+ (shortTy.isF16() || shortTy.isBF16())) {
+ rewriter.replaceOp(extfop, {input});
+ }
+ }
+ return success();
----------------
crazydemo wrote:
Thanks for your comments, the above comments are resolved.
https://github.com/llvm/llvm-project/pull/93443
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