//===- InferIntRangeInterfaceImpls.cpp - Integer range impls for gpu -===// // // 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 // //===----------------------------------------------------------------------===// #include "mlir/Dialect/GPU/IR/GPUDialect.h" #include "mlir/IR/Matchers.h" #include "mlir/Interfaces/FunctionInterfaces.h" #include "mlir/Interfaces/InferIntRangeInterface.h" #include using namespace mlir; using namespace mlir::gpu; // Maximum grid and block dimensions of all known GPUs are less than 2^32. static constexpr uint64_t kMaxDim = std::numeric_limits::max(); // Maximum cluster size. static constexpr uint64_t kMaxClusterDim = 16; // Maximum subgroups are no larger than 128. static constexpr uint64_t kMaxSubgroupSize = 128; static ConstantIntRanges getIndexRange(uint64_t umin, uint64_t umax) { unsigned width = IndexType::kInternalStorageBitWidth; return ConstantIntRanges::fromUnsigned(APInt(width, umin), APInt(width, umax)); } static uint64_t zext(uint32_t arg) { return static_cast(arg); } static Value valueByDim(KernelDim3 dims, Dimension dim) { switch (dim) { case Dimension::x: return dims.x; case Dimension::y: return dims.y; case Dimension::z: return dims.z; } llvm_unreachable("All dimension enum cases handled above"); } static std::optional getKnownLaunchAttr(GPUFuncOp func, DimensionKind dims, Dimension dim) { DenseI32ArrayAttr bounds; switch (dims) { case DimensionKind::Other: return std::nullopt; case DimensionKind::Block: bounds = func.getKnownBlockSizeAttr(); break; case DimensionKind::Grid: bounds = func.getKnownGridSizeAttr(); break; case DimensionKind::Cluster: bounds = func.getKnownClusterSizeAttr(); break; } if (!bounds) return std::nullopt; if (bounds.size() <= static_cast(dim)) return std::nullopt; return bounds[static_cast(dim)]; } static std::optional getKnownLaunchAttr(FunctionOpInterface func, StringRef attrName, Dimension dim) { auto bounds = func.getOperation()->getAttrOfType(attrName); if (!bounds) return std::nullopt; if (bounds.size() <= static_cast(dim)) return std::nullopt; return bounds[static_cast(dim)]; } std::optional mlir::gpu::getKnownDimensionSizeAround(Operation *op, DimensionKind kind, Dimension dim) { if (auto launch = op->getParentOfType()) { KernelDim3 bounds; switch (kind) { case DimensionKind::Other: return std::nullopt; case DimensionKind::Block: bounds = launch.getBlockSizeOperandValues(); break; case DimensionKind::Grid: bounds = launch.getGridSizeOperandValues(); break; case DimensionKind::Cluster: if (launch.hasClusterSize()) { auto clusterBounds = launch.getClusterSizeOperandValues(); if (clusterBounds) bounds = *clusterBounds; } break; } Value maybeBound = valueByDim(bounds, dim); APInt value; if (maybeBound && matchPattern(maybeBound, m_ConstantInt(&value))) return value.getZExtValue(); } if (auto gpuFunc = op->getParentOfType()) { auto inherentAttr = getKnownLaunchAttr(gpuFunc, kind, dim); if (inherentAttr) return inherentAttr; } if (auto func = op->getParentOfType()) { StringRef attrName; switch (kind) { case DimensionKind::Other: return std::nullopt; case DimensionKind::Block: attrName = GPUDialect::KnownBlockSizeAttrHelper::getNameStr(); break; case DimensionKind::Grid: attrName = GPUDialect::KnownGridSizeAttrHelper::getNameStr(); break; case DimensionKind::Cluster: attrName = GPUDialect::KnownClusterSizeAttrHelper::getNameStr(); break; } auto discardableAttr = getKnownLaunchAttr(func, attrName, dim); if (discardableAttr) return discardableAttr; } return std::nullopt; } void ClusterDimOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxDim; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(1, max)); } void ClusterDimBlocksOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { if (auto known = getKnownDimensionSizeAround(*this, DimensionKind::Cluster, getDimension())) return setResultRange(getResult(), getIndexRange(zext(*known), zext(*known))); uint64_t max = kMaxClusterDim; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(1, max)); } void ClusterIdOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxDim; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(0, max - 1ULL)); } void ClusterBlockIdOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxClusterDim; if (auto known = getKnownDimensionSizeAround(*this, DimensionKind::Cluster, getDimension())) max = zext(*known); if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(0, max - 1ULL)); } void BlockDimOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { std::optional knownVal = getKnownDimensionSizeAround(*this, DimensionKind::Block, getDimension()); if (knownVal) return setResultRange(getResult(), getIndexRange(zext(*knownVal), zext(*knownVal))); uint64_t max = kMaxDim; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(1, max)); } void BlockIdOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxDim; if (auto fromContext = getKnownDimensionSizeAround(*this, DimensionKind::Grid, getDimension())) max = zext(*fromContext); if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(0, max - 1ULL)); } void GridDimOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { std::optional knownVal = getKnownDimensionSizeAround(*this, DimensionKind::Grid, getDimension()); if (knownVal) return setResultRange(getResult(), getIndexRange(zext(*knownVal), zext(*knownVal))); uint64_t max = kMaxDim; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(1, max)); } void ThreadIdOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxDim; if (auto fromContext = getKnownDimensionSizeAround( *this, DimensionKind::Block, getDimension())) max = zext(*fromContext); if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(0, max - 1ULL)); } void LaneIdOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxSubgroupSize; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(0, max - 1ULL)); } void SubgroupIdOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxDim; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(0, max - 1ULL)); } void GlobalIdOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { if (auto specified = getUpperBound()) return setResultRange(getResult(), getIndexRange(0, specified->getZExtValue() - 1ULL)); uint64_t blockDimMax = zext( getKnownDimensionSizeAround(*this, DimensionKind::Block, getDimension()) .value_or(kMaxDim)); uint64_t gridDimMax = zext( getKnownDimensionSizeAround(*this, DimensionKind::Grid, getDimension()) .value_or(kMaxDim)); setResultRange(getResult(), getIndexRange(0, (blockDimMax * gridDimMax) - 1ULL)); } void NumSubgroupsOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxDim; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(1, max)); } void SubgroupSizeOp::inferResultRanges(ArrayRef, SetIntRangeFn setResultRange) { uint64_t max = kMaxSubgroupSize; if (auto specified = getUpperBound()) max = specified->getZExtValue(); setResultRange(getResult(), getIndexRange(1, max)); } void LaunchOp::inferResultRanges(ArrayRef argRanges, SetIntRangeFn setResultRange) { auto setRange = [&](const ConstantIntRanges &argRange, Value dimResult, Value idxResult) { if (argRange.umin().getBitWidth() != IndexType::kInternalStorageBitWidth) return; ConstantIntRanges dimRange = argRange.intersection(getIndexRange(1, kMaxDim)); setResultRange(dimResult, dimRange); ConstantIntRanges idxRange = getIndexRange(0, dimRange.umax().getZExtValue() - 1); setResultRange(idxResult, idxRange); }; argRanges = argRanges.drop_front(getAsyncDependencies().size()); KernelDim3 gridDims = getGridSize(); KernelDim3 blockIds = getBlockIds(); setRange(argRanges[0], gridDims.x, blockIds.x); setRange(argRanges[1], gridDims.y, blockIds.y); setRange(argRanges[2], gridDims.z, blockIds.z); KernelDim3 blockDims = getBlockSize(); KernelDim3 threadIds = getThreadIds(); setRange(argRanges[3], blockDims.x, threadIds.x); setRange(argRanges[4], blockDims.y, threadIds.y); setRange(argRanges[5], blockDims.z, threadIds.z); }