[FRONTEND][BACKEND] Fixes for cat / reshape / addptr (#959)

Most notably, this PR:
- changes the traits (and assembly format) of addptr so it can handle offsets that have arbitrary integer width.
- adds support for `cat`
This commit is contained in:
Philippe Tillet
2022-12-06 23:29:50 -08:00
committed by GitHub
parent 981aee7f1e
commit b2b793dfb5
24 changed files with 199 additions and 132 deletions

View File

@@ -1707,6 +1707,43 @@ LogicalResult ReduceOpConversion::matchAndRewriteFast(
/// ====================== reduce codegen end ==========================
/// ====================== cat codegen begin ==========================
struct CatOpConversion : public ConvertTritonGPUOpToLLVMPattern<CatOp> {
using OpAdaptor = typename CatOp::Adaptor;
explicit CatOpConversion(LLVMTypeConverter &typeConverter,
PatternBenefit benefit = 1)
: ConvertTritonGPUOpToLLVMPattern<CatOp>(typeConverter, benefit) {}
LogicalResult
matchAndRewrite(CatOp op, OpAdaptor adaptor,
ConversionPatternRewriter &rewriter) const override {
Location loc = op->getLoc();
auto resultTy = op.getType().template cast<RankedTensorType>();
unsigned elems = getElemsPerThread(resultTy);
Type elemTy =
this->getTypeConverter()->convertType(resultTy.getElementType());
SmallVector<Type> types(elems, elemTy);
// unpack input values
auto lhsVals = getElementsFromStruct(loc, adaptor.lhs(), rewriter);
auto rhsVals = getElementsFromStruct(loc, adaptor.rhs(), rewriter);
// concatenate (and potentially reorder) values
SmallVector<Value> retVals;
for(Value v: lhsVals)
retVals.push_back(v);
for(Value v: rhsVals)
retVals.push_back(v);
// pack and replace
Type structTy = LLVM::LLVMStructType::getLiteral(this->getContext(), types);
Value ret = getStructFromElements(loc, retVals, rewriter, structTy);
rewriter.replaceOp(op, ret);
return success();
}
};
/// ====================== cat codegen end ==========================
template <typename SourceOp>
struct ViewLikeOpConversion : public ConvertTritonGPUOpToLLVMPattern<SourceOp> {
using OpAdaptor = typename SourceOp::Adaptor;
@@ -4537,6 +4574,7 @@ void populateTritonToLLVMPatterns(mlir::LLVMTypeConverter &typeConverter,
benefit);
patterns.add<DotOpConversion>(typeConverter, allocation, smem, benefit);
patterns.add<TransOpConversion>(typeConverter, benefit);
patterns.add<CatOpConversion>(typeConverter, benefit);
patterns.add<PrintfOpConversion>(typeConverter, benefit);
}

View File

@@ -251,6 +251,22 @@ struct TritonDotPattern : public OpConversionPattern<triton::DotOp> {
}
};
struct TritonCatPattern : public OpConversionPattern<triton::CatOp> {
using OpConversionPattern<triton::CatOp>::OpConversionPattern;
LogicalResult
matchAndRewrite(triton::CatOp op, OpAdaptor adaptor,
ConversionPatternRewriter &rewriter) const override {
// For now, this behaves like generic, but this will evolve when
// we add support for `can_reorder=False`
Type retType = this->getTypeConverter()->convertType(op.getType());
rewriter.replaceOpWithNewOp<triton::CatOp>(op, retType, adaptor.getOperands());
return success();
}
};
struct TritonTransPattern : public OpConversionPattern<triton::TransOp> {
using OpConversionPattern<triton::TransOp>::OpConversionPattern;
@@ -433,7 +449,9 @@ void populateTritonPatterns(TritonGPUTypeConverter &typeConverter,
TritonGenericPattern<triton::IntToPtrOp>,
TritonGenericPattern<triton::PtrToIntOp>,
TritonGenericPattern<triton::SplatOp>, TritonBroadcastPattern,
TritonGenericPattern<triton::AddPtrOp>, TritonReducePattern,
TritonGenericPattern<triton::AddPtrOp>,
TritonCatPattern,
TritonReducePattern,
TritonTransPattern, TritonExpandDimsPattern, TritonMakeRangePattern,
TritonDotPattern, TritonLoadPattern, TritonStorePattern,
TritonExtElemwisePattern, TritonPrintfPattern, TritonAtomicRMWPattern>(