#include "mlir/Conversion/AMDGPUToROCDL/AMDGPUToROCDL.h"
#include "../PassDetail.h"
#include "mlir/Conversion/LLVMCommon/ConversionTarget.h"
#include "mlir/Conversion/LLVMCommon/Pattern.h"
#include "mlir/Dialect/AMDGPU/AMDGPUDialect.h"
#include "mlir/Dialect/LLVMIR/ROCDLDialect.h"
using namespace mlir;
using namespace mlir::amdgpu;
static Value createI32Constant(ConversionPatternRewriter &rewriter,
Location loc, int32_t value) {
IntegerAttr valAttr = rewriter.getI32IntegerAttr(value);
Type llvmI32 = rewriter.getI32Type();
return rewriter.create<LLVM::ConstantOp>(loc, llvmI32, valAttr);
}
namespace {
template <typename GpuOp, typename Intrinsic>
struct RawBufferOpLowering : public ConvertOpToLLVMPattern<GpuOp> {
RawBufferOpLowering(LLVMTypeConverter &converter, Chipset chipset)
: ConvertOpToLLVMPattern<GpuOp>(converter), chipset(chipset) {}
Chipset chipset;
static constexpr uint32_t maxVectorOpWidth = 128;
LogicalResult
matchAndRewrite(GpuOp gpuOp, typename GpuOp::Adaptor adaptor,
ConversionPatternRewriter &rewriter) const override {
Location loc = gpuOp.getLoc();
Value memref = adaptor.getMemref();
Value unconvertedMemref = gpuOp.getMemref();
MemRefType memrefType = unconvertedMemref.getType().cast<MemRefType>();
if (chipset.majorVersion < 9)
return gpuOp.emitOpError("Raw buffer ops require GCN or higher");
Value storeData = adaptor.getODSOperands(0)[0];
if (storeData == memref)
storeData = Value();
Type wantedDataType;
if (storeData)
wantedDataType = storeData.getType();
else
wantedDataType = gpuOp.getODSResults(0)[0].getType();
Type llvmWantedDataType = this->typeConverter->convertType(wantedDataType);
Type i32 = rewriter.getI32Type();
Type llvmI32 = this->typeConverter->convertType(i32);
int64_t elementByteWidth = memrefType.getElementTypeBitWidth() / 8;
Value byteWidthConst = createI32Constant(rewriter, loc, elementByteWidth);
Type llvmBufferValType = llvmWantedDataType;
if (auto dataVector = wantedDataType.dyn_cast<VectorType>()) {
uint32_t elemBits = dataVector.getElementTypeBitWidth();
uint32_t totalBits = elemBits * dataVector.getNumElements();
if (totalBits > maxVectorOpWidth)
return gpuOp.emitOpError(
"Total width of loads or stores must be no more than " +
Twine(maxVectorOpWidth) + " bits, but we call for " +
Twine(totalBits) +
" bits. This should've been caught in validation");
if (elemBits < 32) {
if (totalBits > 32) {
if (totalBits % 32 != 0)
return gpuOp.emitOpError("Load or store of more than 32-bits that "
"doesn't fit into words. Can't happen\n");
llvmBufferValType = this->typeConverter->convertType(
VectorType::get(totalBits / 32, i32));
} else {
llvmBufferValType = this->typeConverter->convertType(
rewriter.getIntegerType(totalBits));
}
}
}
SmallVector<Value, 6> args;
if (storeData) {
if (llvmBufferValType != llvmWantedDataType) {
Value castForStore =
rewriter.create<LLVM::BitcastOp>(loc, llvmBufferValType, storeData);
args.push_back(castForStore);
} else {
args.push_back(storeData);
}
}
int64_t offset = 0;
SmallVector<int64_t, 5> strides;
if (failed(getStridesAndOffset(memrefType, strides, offset)))
return gpuOp.emitOpError("Can't lower non-stride-offset memrefs");
Type llvm4xI32 = this->typeConverter->convertType(VectorType::get(4, i32));
MemRefDescriptor memrefDescriptor(memref);
Type llvmI64 = this->typeConverter->convertType(rewriter.getI64Type());
Type llvm2xI32 = this->typeConverter->convertType(VectorType::get(2, i32));
Value resource = rewriter.create<LLVM::UndefOp>(loc, llvm4xI32);
Value ptr = memrefDescriptor.alignedPtr(rewriter, loc);
Value ptrAsInt = rewriter.create<LLVM::PtrToIntOp>(loc, llvmI64, ptr);
Value ptrAsInts =
rewriter.create<LLVM::BitcastOp>(loc, llvm2xI32, ptrAsInt);
for (int64_t i = 0; i < 2; ++i) {
Value idxConst = this->createIndexConstant(rewriter, loc, i);
Value part =
rewriter.create<LLVM::ExtractElementOp>(loc, ptrAsInts, idxConst);
resource = rewriter.create<LLVM::InsertElementOp>(
loc, llvm4xI32, resource, part, idxConst);
}
Value numRecords;
if (memrefType.hasStaticShape()) {
numRecords = createI32Constant(
rewriter, loc,
static_cast<int32_t>(memrefType.getNumElements() * elementByteWidth));
} else {
Value maxIndex;
for (uint32_t i = 0, e = memrefType.getRank(); i < e; ++i) {
Value size = memrefDescriptor.size(rewriter, loc, i);
Value stride = memrefDescriptor.stride(rewriter, loc, i);
stride = rewriter.create<LLVM::MulOp>(loc, stride, byteWidthConst);
Value maxThisDim = rewriter.create<LLVM::MulOp>(loc, size, stride);
maxIndex = maxIndex ? rewriter.create<LLVM::MaximumOp>(loc, maxIndex,
maxThisDim)
: maxThisDim;
}
numRecords = rewriter.create<LLVM::TruncOp>(loc, llvmI32, maxIndex);
}
resource = rewriter.create<LLVM::InsertElementOp>(
loc, llvm4xI32, resource, numRecords,
this->createIndexConstant(rewriter, loc, 2));
uint32_t word3 = (7 << 12) | (4 << 15);
if (chipset.majorVersion == 10) {
word3 |= (1 << 24);
uint32_t oob = adaptor.getBoundsCheck() ? 3 : 2;
word3 |= (oob << 28);
}
Value word3Const = createI32Constant(rewriter, loc, word3);
resource = rewriter.create<LLVM::InsertElementOp>(
loc, llvm4xI32, resource, word3Const,
this->createIndexConstant(rewriter, loc, 3));
args.push_back(resource);
Value voffset;
for (auto &pair : llvm::enumerate(adaptor.getIndices())) {
size_t i = pair.index();
Value index = pair.value();
Value strideOp;
if (ShapedType::isDynamicStrideOrOffset(strides[i])) {
strideOp = rewriter.create<LLVM::MulOp>(
loc, memrefDescriptor.stride(rewriter, loc, i), byteWidthConst);
} else {
strideOp =
createI32Constant(rewriter, loc, strides[i] * elementByteWidth);
}
index = rewriter.create<LLVM::MulOp>(loc, index, strideOp);
voffset =
voffset ? rewriter.create<LLVM::AddOp>(loc, voffset, index) : index;
}
if (adaptor.getIndexOffset()) {
int32_t indexOffset = *gpuOp.getIndexOffset() * elementByteWidth;
Value extraOffsetConst = createI32Constant(rewriter, loc, indexOffset);
voffset =
voffset ? rewriter.create<LLVM::AddOp>(loc, voffset, extraOffsetConst)
: extraOffsetConst;
}
args.push_back(voffset);
Value sgprOffset = adaptor.getSgprOffset();
if (!sgprOffset)
sgprOffset = createI32Constant(rewriter, loc, 0);
if (ShapedType::isDynamicStrideOrOffset(offset))
sgprOffset = rewriter.create<LLVM::AddOp>(
loc, memrefDescriptor.offset(rewriter, loc), sgprOffset);
else if (offset > 0)
sgprOffset = rewriter.create<LLVM::AddOp>(
loc, sgprOffset, createI32Constant(rewriter, loc, offset));
args.push_back(sgprOffset);
args.push_back(createI32Constant(rewriter, loc, 0));
llvm::SmallVector<Type, 1> resultTypes(gpuOp->getNumResults(),
llvmBufferValType);
Operation *lowered = rewriter.create<Intrinsic>(loc, resultTypes, args,
ArrayRef<NamedAttribute>());
if (lowered->getNumResults() == 1) {
Value replacement = lowered->getResult(0);
if (llvmBufferValType != llvmWantedDataType) {
replacement = rewriter.create<LLVM::BitcastOp>(loc, llvmWantedDataType,
replacement);
}
rewriter.replaceOp(gpuOp, replacement);
} else {
rewriter.eraseOp(gpuOp);
}
return success();
}
};
struct LDSBarrierOpLowering : public ConvertOpToLLVMPattern<LDSBarrierOp> {
using ConvertOpToLLVMPattern<LDSBarrierOp>::ConvertOpToLLVMPattern;
LogicalResult
matchAndRewrite(LDSBarrierOp op, LDSBarrierOp::Adaptor adaptor,
ConversionPatternRewriter &rewriter) const override {
auto asmDialectAttr = LLVM::AsmDialectAttr::get(rewriter.getContext(),
LLVM::AsmDialect::AD_ATT);
const char *asmStr = "s_waitcnt lgkmcnt(0)\ns_barrier";
const char *constraints = "";
rewriter.replaceOpWithNewOp<LLVM::InlineAsmOp>(
op,
TypeRange(), ValueRange(),
asmStr, constraints, true,
false, asmDialectAttr,
ArrayAttr());
return success();
}
};
struct ConvertAMDGPUToROCDLPass
: public ConvertAMDGPUToROCDLBase<ConvertAMDGPUToROCDLPass> {
ConvertAMDGPUToROCDLPass() = default;
void runOnOperation() override {
MLIRContext *ctx = &getContext();
FailureOr<Chipset> maybeChipset = Chipset::parse(chipset);
if (failed(maybeChipset)) {
emitError(UnknownLoc::get(ctx), "Invalid chipset name: " + chipset);
return signalPassFailure();
}
RewritePatternSet patterns(ctx);
LLVMTypeConverter converter(ctx);
populateAMDGPUToROCDLConversionPatterns(converter, patterns, *maybeChipset);
LLVMConversionTarget target(getContext());
target.addLegalDialect<::mlir::LLVM::LLVMDialect>();
target.addLegalDialect<::mlir::ROCDL::ROCDLDialect>();
if (failed(applyPartialConversion(getOperation(), target,
std::move(patterns))))
signalPassFailure();
}
};
}
void mlir::populateAMDGPUToROCDLConversionPatterns(LLVMTypeConverter &converter,
RewritePatternSet &patterns,
Chipset chipset) {
patterns.add<LDSBarrierOpLowering>(converter);
patterns.add<
RawBufferOpLowering<RawBufferLoadOp, ROCDL::RawBufferLoadOp>,
RawBufferOpLowering<RawBufferStoreOp, ROCDL::RawBufferStoreOp>,
RawBufferOpLowering<RawBufferAtomicFaddOp, ROCDL::RawBufferAtomicFAddOp>>(
converter, chipset);
}
std::unique_ptr<Pass> mlir::createConvertAMDGPUToROCDLPass() {
return std::make_unique<ConvertAMDGPUToROCDLPass>();
}