[Triton-MLIR][Backend] Minor fix for allocation and backend in handling tt.ptr tensors (#878)
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@@ -27,6 +27,9 @@ namespace mlir {
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//===----------------------------------------------------------------------===//
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namespace triton {
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// Bitwidth of pointers
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constexpr int kPtrBitWidth = 64;
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static std::pair<SmallVector<unsigned>, SmallVector<unsigned>>
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getCvtOrder(const Attribute &srcLayout, const Attribute &dstLayout) {
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auto srcBlockedLayout = srcLayout.dyn_cast<BlockedEncodingAttr>();
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@@ -193,7 +196,9 @@ private:
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auto smemShape = getScratchConfigForCvtLayout(cvtLayout, inVec, outVec);
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unsigned elems = std::accumulate(smemShape.begin(), smemShape.end(), 1,
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std::multiplies{});
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auto bytes = elems * srcTy.getElementTypeBitWidth() / 8;
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auto bytes = srcTy.getElementType().isa<triton::PointerType>()?
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elems * kPtrBitWidth / 8 :
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elems * srcTy.getElementTypeBitWidth() / 8;
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allocation->addBuffer<BufferT::BufferKind::Scratch>(op, bytes);
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}
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}
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@@ -93,6 +93,8 @@ void llPrintf(StringRef msg, ValueRange args,
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ConversionPatternRewriter &rewriter);
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// Shortcuts for some commonly used LLVM ops to keep code simple and intuitive
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#define inttoptr(...) rewriter.create<LLVM::IntToPtrOp>(loc, __VA_ARGS__)
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#define ptrtoint(...) rewriter.create<LLVM::PtrToIntOp>(loc, __VA_ARGS__)
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#define zext(...) rewriter.create<LLVM::ZExtOp>(loc, __VA_ARGS__)
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#define udiv(...) rewriter.create<LLVM::UDivOp>(loc, __VA_ARGS__)
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#define urem(...) rewriter.create<LLVM::URemOp>(loc, __VA_ARGS__)
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@@ -2945,8 +2947,13 @@ void ConvertLayoutOpConversion::processReplica(
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}
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auto elemTy = type.getElementType();
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bool isInt1 = elemTy.isInteger(1);
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bool isPtr = elemTy.isa<triton::PointerType>();
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auto llvmElemTyOrig = getTypeConverter()->convertType(elemTy);
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if (isInt1)
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elemTy = IntegerType::get(elemTy.getContext(), 8);
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else if (isPtr)
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elemTy = IntegerType::get(elemTy.getContext(), 64);
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auto llvmElemTy = getTypeConverter()->convertType(elemTy);
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for (unsigned ctaId = 0; ctaId < accumNumCTAsEachRep; ++ctaId) {
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@@ -2978,6 +2985,8 @@ void ConvertLayoutOpConversion::processReplica(
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auto currVal = vals[elemId + linearCTAId * accumSizePerThread + v];
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if (isInt1)
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currVal = zext(llvmElemTy, currVal);
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else if (isPtr)
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currVal = ptrtoint(llvmElemTy, currVal);
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valVec = insert_element(vecTy, valVec, currVal, idx_val(v));
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}
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@@ -2990,6 +2999,8 @@ void ConvertLayoutOpConversion::processReplica(
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currVal =
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icmp_ne(currVal, rewriter.create<LLVM::ConstantOp>(
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loc, i8_ty, rewriter.getI8IntegerAttr(0)));
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else if (isPtr)
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currVal = inttoptr(llvmElemTyOrig, currVal);
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vals[elemId + linearCTAId * accumSizePerThread + v] = currVal;
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}
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}
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