101178654SLei Zhang //===- SPIRVConversion.cpp - SPIR-V Conversion Utilities ------------------===// 201178654SLei Zhang // 301178654SLei Zhang // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. 401178654SLei Zhang // See https://llvm.org/LICENSE.txt for license information. 501178654SLei Zhang // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 601178654SLei Zhang // 701178654SLei Zhang //===----------------------------------------------------------------------===// 801178654SLei Zhang // 901178654SLei Zhang // This file implements utilities used to lower to SPIR-V dialect. 1001178654SLei Zhang // 1101178654SLei Zhang //===----------------------------------------------------------------------===// 1201178654SLei Zhang 1301178654SLei Zhang #include "mlir/Dialect/SPIRV/Transforms/SPIRVConversion.h" 1436550692SRiver Riddle #include "mlir/Dialect/Func/IR/FuncOps.h" 1501178654SLei Zhang #include "mlir/Dialect/SPIRV/IR/SPIRVDialect.h" 1601178654SLei Zhang #include "mlir/Dialect/SPIRV/IR/SPIRVOps.h" 177c3ae48fSLei Zhang #include "mlir/Transforms/DialectConversion.h" 1801178654SLei Zhang #include "llvm/ADT/Sequence.h" 1901178654SLei Zhang #include "llvm/ADT/StringExtras.h" 2001178654SLei Zhang #include "llvm/Support/Debug.h" 2101178654SLei Zhang 2201178654SLei Zhang #include <functional> 2301178654SLei Zhang 2401178654SLei Zhang #define DEBUG_TYPE "mlir-spirv-conversion" 2501178654SLei Zhang 2601178654SLei Zhang using namespace mlir; 2701178654SLei Zhang 2801178654SLei Zhang //===----------------------------------------------------------------------===// 2901178654SLei Zhang // Utility functions 3001178654SLei Zhang //===----------------------------------------------------------------------===// 3101178654SLei Zhang 3201178654SLei Zhang /// Checks that `candidates` extension requirements are possible to be satisfied 3301178654SLei Zhang /// with the given `targetEnv`. 3401178654SLei Zhang /// 3501178654SLei Zhang /// `candidates` is a vector of vector for extension requirements following 3601178654SLei Zhang /// ((Extension::A OR Extension::B) AND (Extension::C OR Extension::D)) 3701178654SLei Zhang /// convention. 3801178654SLei Zhang template <typename LabelT> 3901178654SLei Zhang static LogicalResult checkExtensionRequirements( 4001178654SLei Zhang LabelT label, const spirv::TargetEnv &targetEnv, 4101178654SLei Zhang const spirv::SPIRVType::ExtensionArrayRefVector &candidates) { 4201178654SLei Zhang for (const auto &ors : candidates) { 4301178654SLei Zhang if (targetEnv.allows(ors)) 4401178654SLei Zhang continue; 4501178654SLei Zhang 46fd91f81cSLei Zhang LLVM_DEBUG({ 47fd91f81cSLei Zhang SmallVector<StringRef> extStrings; 4801178654SLei Zhang for (spirv::Extension ext : ors) 4901178654SLei Zhang extStrings.push_back(spirv::stringifyExtension(ext)); 5001178654SLei Zhang 51fd91f81cSLei Zhang llvm::dbgs() << label << " illegal: requires at least one extension in [" 5201178654SLei Zhang << llvm::join(extStrings, ", ") 53fd91f81cSLei Zhang << "] but none allowed in target environment\n"; 54fd91f81cSLei Zhang }); 5501178654SLei Zhang return failure(); 5601178654SLei Zhang } 5701178654SLei Zhang return success(); 5801178654SLei Zhang } 5901178654SLei Zhang 6001178654SLei Zhang /// Checks that `candidates`capability requirements are possible to be satisfied 6101178654SLei Zhang /// with the given `isAllowedFn`. 6201178654SLei Zhang /// 6301178654SLei Zhang /// `candidates` is a vector of vector for capability requirements following 6401178654SLei Zhang /// ((Capability::A OR Capability::B) AND (Capability::C OR Capability::D)) 6501178654SLei Zhang /// convention. 6601178654SLei Zhang template <typename LabelT> 6701178654SLei Zhang static LogicalResult checkCapabilityRequirements( 6801178654SLei Zhang LabelT label, const spirv::TargetEnv &targetEnv, 6901178654SLei Zhang const spirv::SPIRVType::CapabilityArrayRefVector &candidates) { 7001178654SLei Zhang for (const auto &ors : candidates) { 7101178654SLei Zhang if (targetEnv.allows(ors)) 7201178654SLei Zhang continue; 7301178654SLei Zhang 74fd91f81cSLei Zhang LLVM_DEBUG({ 75fd91f81cSLei Zhang SmallVector<StringRef> capStrings; 7601178654SLei Zhang for (spirv::Capability cap : ors) 7701178654SLei Zhang capStrings.push_back(spirv::stringifyCapability(cap)); 7801178654SLei Zhang 79fd91f81cSLei Zhang llvm::dbgs() << label << " illegal: requires at least one capability in [" 8001178654SLei Zhang << llvm::join(capStrings, ", ") 81fd91f81cSLei Zhang << "] but none allowed in target environment\n"; 82fd91f81cSLei Zhang }); 8301178654SLei Zhang return failure(); 8401178654SLei Zhang } 8501178654SLei Zhang return success(); 8601178654SLei Zhang } 8701178654SLei Zhang 885b15fe93SLei Zhang /// Returns true if the given `storageClass` needs explicit layout when used in 895b15fe93SLei Zhang /// Shader environments. 905b15fe93SLei Zhang static bool needsExplicitLayout(spirv::StorageClass storageClass) { 915b15fe93SLei Zhang switch (storageClass) { 925b15fe93SLei Zhang case spirv::StorageClass::PhysicalStorageBuffer: 935b15fe93SLei Zhang case spirv::StorageClass::PushConstant: 945b15fe93SLei Zhang case spirv::StorageClass::StorageBuffer: 955b15fe93SLei Zhang case spirv::StorageClass::Uniform: 965b15fe93SLei Zhang return true; 975b15fe93SLei Zhang default: 985b15fe93SLei Zhang return false; 995b15fe93SLei Zhang } 1005b15fe93SLei Zhang } 1015b15fe93SLei Zhang 1025b15fe93SLei Zhang /// Wraps the given `elementType` in a struct and gets the pointer to the 1035b15fe93SLei Zhang /// struct. This is used to satisfy Vulkan interface requirements. 1045b15fe93SLei Zhang static spirv::PointerType 1055b15fe93SLei Zhang wrapInStructAndGetPointer(Type elementType, spirv::StorageClass storageClass) { 1065b15fe93SLei Zhang auto structType = needsExplicitLayout(storageClass) 1075b15fe93SLei Zhang ? spirv::StructType::get(elementType, /*offsetInfo=*/0) 1085b15fe93SLei Zhang : spirv::StructType::get(elementType); 1095b15fe93SLei Zhang return spirv::PointerType::get(structType, storageClass); 1105b15fe93SLei Zhang } 1115b15fe93SLei Zhang 11201178654SLei Zhang //===----------------------------------------------------------------------===// 11301178654SLei Zhang // Type Conversion 11401178654SLei Zhang //===----------------------------------------------------------------------===// 11501178654SLei Zhang 1161e35a769SButygin Type SPIRVTypeConverter::getIndexType() const { 1171e35a769SButygin return IntegerType::get(getContext(), options.use64bitIndex ? 64 : 32); 11801178654SLei Zhang } 11901178654SLei Zhang 12001178654SLei Zhang /// Mapping between SPIR-V storage classes to memref memory spaces. 12101178654SLei Zhang /// 12201178654SLei Zhang /// Note: memref does not have a defined semantics for each memory space; it 12301178654SLei Zhang /// depends on the context where it is used. There are no particular reasons 12401178654SLei Zhang /// behind the number assignments; we try to follow NVVM conventions and largely 12501178654SLei Zhang /// give common storage classes a smaller number. The hope is use symbolic 12601178654SLei Zhang /// memory space representation eventually after memref supports it. 12701178654SLei Zhang // TODO: swap Generic and StorageBuffer assignment to be more akin 12801178654SLei Zhang // to NVVM. 12901178654SLei Zhang #define STORAGE_SPACE_MAP_LIST(MAP_FN) \ 13001178654SLei Zhang MAP_FN(spirv::StorageClass::Generic, 1) \ 13101178654SLei Zhang MAP_FN(spirv::StorageClass::StorageBuffer, 0) \ 13201178654SLei Zhang MAP_FN(spirv::StorageClass::Workgroup, 3) \ 13301178654SLei Zhang MAP_FN(spirv::StorageClass::Uniform, 4) \ 13401178654SLei Zhang MAP_FN(spirv::StorageClass::Private, 5) \ 13501178654SLei Zhang MAP_FN(spirv::StorageClass::Function, 6) \ 13601178654SLei Zhang MAP_FN(spirv::StorageClass::PushConstant, 7) \ 13701178654SLei Zhang MAP_FN(spirv::StorageClass::UniformConstant, 8) \ 13801178654SLei Zhang MAP_FN(spirv::StorageClass::Input, 9) \ 13901178654SLei Zhang MAP_FN(spirv::StorageClass::Output, 10) \ 14001178654SLei Zhang MAP_FN(spirv::StorageClass::CrossWorkgroup, 11) \ 14101178654SLei Zhang MAP_FN(spirv::StorageClass::AtomicCounter, 12) \ 14201178654SLei Zhang MAP_FN(spirv::StorageClass::Image, 13) \ 14392fc60bcSButygin MAP_FN(spirv::StorageClass::CallableDataKHR, 14) \ 14492fc60bcSButygin MAP_FN(spirv::StorageClass::IncomingCallableDataKHR, 15) \ 14592fc60bcSButygin MAP_FN(spirv::StorageClass::RayPayloadKHR, 16) \ 14692fc60bcSButygin MAP_FN(spirv::StorageClass::HitAttributeKHR, 17) \ 14792fc60bcSButygin MAP_FN(spirv::StorageClass::IncomingRayPayloadKHR, 18) \ 14892fc60bcSButygin MAP_FN(spirv::StorageClass::ShaderRecordBufferKHR, 19) \ 14992fc60bcSButygin MAP_FN(spirv::StorageClass::PhysicalStorageBuffer, 20) \ 15092fc60bcSButygin MAP_FN(spirv::StorageClass::CodeSectionINTEL, 21) \ 15192fc60bcSButygin MAP_FN(spirv::StorageClass::DeviceOnlyINTEL, 22) \ 15292fc60bcSButygin MAP_FN(spirv::StorageClass::HostOnlyINTEL, 23) 15301178654SLei Zhang 15401178654SLei Zhang unsigned 15501178654SLei Zhang SPIRVTypeConverter::getMemorySpaceForStorageClass(spirv::StorageClass storage) { 15601178654SLei Zhang #define STORAGE_SPACE_MAP_FN(storage, space) \ 15701178654SLei Zhang case storage: \ 15801178654SLei Zhang return space; 15901178654SLei Zhang 16001178654SLei Zhang switch (storage) { STORAGE_SPACE_MAP_LIST(STORAGE_SPACE_MAP_FN) } 16101178654SLei Zhang #undef STORAGE_SPACE_MAP_FN 16201178654SLei Zhang llvm_unreachable("unhandled storage class!"); 16301178654SLei Zhang } 16401178654SLei Zhang 16501178654SLei Zhang Optional<spirv::StorageClass> 16601178654SLei Zhang SPIRVTypeConverter::getStorageClassForMemorySpace(unsigned space) { 16701178654SLei Zhang #define STORAGE_SPACE_MAP_FN(storage, space) \ 16801178654SLei Zhang case space: \ 16901178654SLei Zhang return storage; 17001178654SLei Zhang 17101178654SLei Zhang switch (space) { 17201178654SLei Zhang STORAGE_SPACE_MAP_LIST(STORAGE_SPACE_MAP_FN) 17301178654SLei Zhang default: 17401178654SLei Zhang return llvm::None; 17501178654SLei Zhang } 17601178654SLei Zhang #undef STORAGE_SPACE_MAP_FN 17701178654SLei Zhang } 17801178654SLei Zhang 179c3614358SHanhan Wang const SPIRVTypeConverter::Options &SPIRVTypeConverter::getOptions() const { 180c3614358SHanhan Wang return options; 181c3614358SHanhan Wang } 182c3614358SHanhan Wang 1831e35a769SButygin MLIRContext *SPIRVTypeConverter::getContext() const { 1841e35a769SButygin return targetEnv.getAttr().getContext(); 1851e35a769SButygin } 1861e35a769SButygin 18701178654SLei Zhang #undef STORAGE_SPACE_MAP_LIST 18801178654SLei Zhang 1895299843cSLei Zhang // TODO: This is a utility function that should probably be exposed by the 1905299843cSLei Zhang // SPIR-V dialect. Keeping it local till the use case arises. 1915299843cSLei Zhang static Optional<int64_t> 1925299843cSLei Zhang getTypeNumBytes(const SPIRVTypeConverter::Options &options, Type type) { 1935299843cSLei Zhang if (type.isa<spirv::ScalarType>()) { 1945299843cSLei Zhang auto bitWidth = type.getIntOrFloatBitWidth(); 19501178654SLei Zhang // According to the SPIR-V spec: 19601178654SLei Zhang // "There is no physical size or bit pattern defined for values with boolean 19701178654SLei Zhang // type. If they are stored (in conjunction with OpVariable), they can only 19801178654SLei Zhang // be used with logical addressing operations, not physical, and only with 19901178654SLei Zhang // non-externally visible shader Storage Classes: Workgroup, CrossWorkgroup, 20001178654SLei Zhang // Private, Function, Input, and Output." 2015299843cSLei Zhang if (bitWidth == 1) 20201178654SLei Zhang return llvm::None; 20301178654SLei Zhang return bitWidth / 8; 20401178654SLei Zhang } 2056dd07fa5SLei Zhang 2065299843cSLei Zhang if (auto vecType = type.dyn_cast<VectorType>()) { 2075299843cSLei Zhang auto elementSize = getTypeNumBytes(options, vecType.getElementType()); 20801178654SLei Zhang if (!elementSize) 20901178654SLei Zhang return llvm::None; 2105299843cSLei Zhang return vecType.getNumElements() * elementSize.getValue(); 21101178654SLei Zhang } 2126dd07fa5SLei Zhang 2135299843cSLei Zhang if (auto memRefType = type.dyn_cast<MemRefType>()) { 21401178654SLei Zhang // TODO: Layout should also be controlled by the ABI attributes. For now 21501178654SLei Zhang // using the layout from MemRef. 21601178654SLei Zhang int64_t offset; 21701178654SLei Zhang SmallVector<int64_t, 4> strides; 21801178654SLei Zhang if (!memRefType.hasStaticShape() || 2195299843cSLei Zhang failed(getStridesAndOffset(memRefType, strides, offset))) 22001178654SLei Zhang return llvm::None; 2215299843cSLei Zhang 22201178654SLei Zhang // To get the size of the memref object in memory, the total size is the 22301178654SLei Zhang // max(stride * dimension-size) computed for all dimensions times the size 22401178654SLei Zhang // of the element. 2255299843cSLei Zhang auto elementSize = getTypeNumBytes(options, memRefType.getElementType()); 2265299843cSLei Zhang if (!elementSize) 22701178654SLei Zhang return llvm::None; 2285299843cSLei Zhang 2295299843cSLei Zhang if (memRefType.getRank() == 0) 23001178654SLei Zhang return elementSize; 2315299843cSLei Zhang 23201178654SLei Zhang auto dims = memRefType.getShape(); 23301178654SLei Zhang if (llvm::is_contained(dims, ShapedType::kDynamicSize) || 23401178654SLei Zhang offset == MemRefType::getDynamicStrideOrOffset() || 2355299843cSLei Zhang llvm::is_contained(strides, MemRefType::getDynamicStrideOrOffset())) 23601178654SLei Zhang return llvm::None; 2375299843cSLei Zhang 23801178654SLei Zhang int64_t memrefSize = -1; 239e4853be2SMehdi Amini for (const auto &shape : enumerate(dims)) 24001178654SLei Zhang memrefSize = std::max(memrefSize, shape.value() * strides[shape.index()]); 2415299843cSLei Zhang 24201178654SLei Zhang return (offset + memrefSize) * elementSize.getValue(); 2436dd07fa5SLei Zhang } 2446dd07fa5SLei Zhang 2455299843cSLei Zhang if (auto tensorType = type.dyn_cast<TensorType>()) { 2465299843cSLei Zhang if (!tensorType.hasStaticShape()) 24701178654SLei Zhang return llvm::None; 2485299843cSLei Zhang 2495299843cSLei Zhang auto elementSize = getTypeNumBytes(options, tensorType.getElementType()); 2505299843cSLei Zhang if (!elementSize) 25101178654SLei Zhang return llvm::None; 2525299843cSLei Zhang 25301178654SLei Zhang int64_t size = elementSize.getValue(); 2545299843cSLei Zhang for (auto shape : tensorType.getShape()) 25501178654SLei Zhang size *= shape; 2565299843cSLei Zhang 25701178654SLei Zhang return size; 25801178654SLei Zhang } 2596dd07fa5SLei Zhang 26001178654SLei Zhang // TODO: Add size computation for other types. 26101178654SLei Zhang return llvm::None; 26201178654SLei Zhang } 26301178654SLei Zhang 26401178654SLei Zhang /// Converts a scalar `type` to a suitable type under the given `targetEnv`. 265004f29c0SLei Zhang static Type convertScalarType(const spirv::TargetEnv &targetEnv, 2665299843cSLei Zhang const SPIRVTypeConverter::Options &options, 267004f29c0SLei Zhang spirv::ScalarType type, 26801178654SLei Zhang Optional<spirv::StorageClass> storageClass = {}) { 26901178654SLei Zhang // Get extension and capability requirements for the given type. 27001178654SLei Zhang SmallVector<ArrayRef<spirv::Extension>, 1> extensions; 27101178654SLei Zhang SmallVector<ArrayRef<spirv::Capability>, 2> capabilities; 27201178654SLei Zhang type.getExtensions(extensions, storageClass); 27301178654SLei Zhang type.getCapabilities(capabilities, storageClass); 27401178654SLei Zhang 27501178654SLei Zhang // If all requirements are met, then we can accept this type as-is. 27601178654SLei Zhang if (succeeded(checkCapabilityRequirements(type, targetEnv, capabilities)) && 27701178654SLei Zhang succeeded(checkExtensionRequirements(type, targetEnv, extensions))) 27801178654SLei Zhang return type; 27901178654SLei Zhang 28001178654SLei Zhang // Otherwise we need to adjust the type, which really means adjusting the 28101178654SLei Zhang // bitwidth given this is a scalar type. 2825299843cSLei Zhang 2835299843cSLei Zhang if (!options.emulateNon32BitScalarTypes) 2845299843cSLei Zhang return nullptr; 28501178654SLei Zhang 28601178654SLei Zhang if (auto floatType = type.dyn_cast<FloatType>()) { 28701178654SLei Zhang LLVM_DEBUG(llvm::dbgs() << type << " converted to 32-bit for SPIR-V\n"); 28801178654SLei Zhang return Builder(targetEnv.getContext()).getF32Type(); 28901178654SLei Zhang } 29001178654SLei Zhang 29101178654SLei Zhang auto intType = type.cast<IntegerType>(); 29201178654SLei Zhang LLVM_DEBUG(llvm::dbgs() << type << " converted to 32-bit for SPIR-V\n"); 2931b97cdf8SRiver Riddle return IntegerType::get(targetEnv.getContext(), /*width=*/32, 2941b97cdf8SRiver Riddle intType.getSignedness()); 29501178654SLei Zhang } 29601178654SLei Zhang 29701178654SLei Zhang /// Converts a vector `type` to a suitable type under the given `targetEnv`. 298004f29c0SLei Zhang static Type convertVectorType(const spirv::TargetEnv &targetEnv, 2995299843cSLei Zhang const SPIRVTypeConverter::Options &options, 300004f29c0SLei Zhang VectorType type, 30101178654SLei Zhang Optional<spirv::StorageClass> storageClass = {}) { 3029f622b3dSLei Zhang if (type.getRank() == 1 && type.getNumElements() == 1) 3039f622b3dSLei Zhang return type.getElementType(); 3049f622b3dSLei Zhang 30501178654SLei Zhang if (!spirv::CompositeType::isValid(type)) { 3069f622b3dSLei Zhang // TODO: Vector types with more than four elements can be translated into 30701178654SLei Zhang // array types. 3089f622b3dSLei Zhang LLVM_DEBUG(llvm::dbgs() << type << " illegal: > 4-element unimplemented\n"); 309004f29c0SLei Zhang return nullptr; 31001178654SLei Zhang } 31101178654SLei Zhang 31201178654SLei Zhang // Get extension and capability requirements for the given type. 31301178654SLei Zhang SmallVector<ArrayRef<spirv::Extension>, 1> extensions; 31401178654SLei Zhang SmallVector<ArrayRef<spirv::Capability>, 2> capabilities; 31501178654SLei Zhang type.cast<spirv::CompositeType>().getExtensions(extensions, storageClass); 31601178654SLei Zhang type.cast<spirv::CompositeType>().getCapabilities(capabilities, storageClass); 31701178654SLei Zhang 31801178654SLei Zhang // If all requirements are met, then we can accept this type as-is. 31901178654SLei Zhang if (succeeded(checkCapabilityRequirements(type, targetEnv, capabilities)) && 32001178654SLei Zhang succeeded(checkExtensionRequirements(type, targetEnv, extensions))) 32101178654SLei Zhang return type; 32201178654SLei Zhang 32301178654SLei Zhang auto elementType = convertScalarType( 3245299843cSLei Zhang targetEnv, options, type.getElementType().cast<spirv::ScalarType>(), 3255299843cSLei Zhang storageClass); 32601178654SLei Zhang if (elementType) 327004f29c0SLei Zhang return VectorType::get(type.getShape(), elementType); 328004f29c0SLei Zhang return nullptr; 32901178654SLei Zhang } 33001178654SLei Zhang 33101178654SLei Zhang /// Converts a tensor `type` to a suitable type under the given `targetEnv`. 33201178654SLei Zhang /// 33301178654SLei Zhang /// Note that this is mainly for lowering constant tensors. In SPIR-V one can 33401178654SLei Zhang /// create composite constants with OpConstantComposite to embed relative large 33501178654SLei Zhang /// constant values and use OpCompositeExtract and OpCompositeInsert to 33601178654SLei Zhang /// manipulate, like what we do for vectors. 337004f29c0SLei Zhang static Type convertTensorType(const spirv::TargetEnv &targetEnv, 3385299843cSLei Zhang const SPIRVTypeConverter::Options &options, 33901178654SLei Zhang TensorType type) { 34001178654SLei Zhang // TODO: Handle dynamic shapes. 34101178654SLei Zhang if (!type.hasStaticShape()) { 34201178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 34301178654SLei Zhang << type << " illegal: dynamic shape unimplemented\n"); 344004f29c0SLei Zhang return nullptr; 34501178654SLei Zhang } 34601178654SLei Zhang 34701178654SLei Zhang auto scalarType = type.getElementType().dyn_cast<spirv::ScalarType>(); 34801178654SLei Zhang if (!scalarType) { 34901178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 35001178654SLei Zhang << type << " illegal: cannot convert non-scalar element type\n"); 351004f29c0SLei Zhang return nullptr; 35201178654SLei Zhang } 35301178654SLei Zhang 3545299843cSLei Zhang Optional<int64_t> scalarSize = getTypeNumBytes(options, scalarType); 3555299843cSLei Zhang Optional<int64_t> tensorSize = getTypeNumBytes(options, type); 35601178654SLei Zhang if (!scalarSize || !tensorSize) { 35701178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 35801178654SLei Zhang << type << " illegal: cannot deduce element count\n"); 359004f29c0SLei Zhang return nullptr; 36001178654SLei Zhang } 36101178654SLei Zhang 36201178654SLei Zhang auto arrayElemCount = *tensorSize / *scalarSize; 3635299843cSLei Zhang auto arrayElemType = convertScalarType(targetEnv, options, scalarType); 36401178654SLei Zhang if (!arrayElemType) 365004f29c0SLei Zhang return nullptr; 3665299843cSLei Zhang Optional<int64_t> arrayElemSize = getTypeNumBytes(options, arrayElemType); 36701178654SLei Zhang if (!arrayElemSize) { 36801178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 36901178654SLei Zhang << type << " illegal: cannot deduce converted element size\n"); 370004f29c0SLei Zhang return nullptr; 37101178654SLei Zhang } 37201178654SLei Zhang 373bbffece3SLei Zhang return spirv::ArrayType::get(arrayElemType, arrayElemCount); 37401178654SLei Zhang } 37501178654SLei Zhang 376c3614358SHanhan Wang static Type convertBoolMemrefType(const spirv::TargetEnv &targetEnv, 377c3614358SHanhan Wang const SPIRVTypeConverter::Options &options, 378c3614358SHanhan Wang MemRefType type) { 379c3614358SHanhan Wang Optional<spirv::StorageClass> storageClass = 380c3614358SHanhan Wang SPIRVTypeConverter::getStorageClassForMemorySpace( 381c3614358SHanhan Wang type.getMemorySpaceAsInt()); 382c3614358SHanhan Wang if (!storageClass) { 383c3614358SHanhan Wang LLVM_DEBUG(llvm::dbgs() 384c3614358SHanhan Wang << type << " illegal: cannot convert memory space\n"); 385c3614358SHanhan Wang return nullptr; 386c3614358SHanhan Wang } 387c3614358SHanhan Wang 388c3614358SHanhan Wang unsigned numBoolBits = options.boolNumBits; 389c3614358SHanhan Wang if (numBoolBits != 8) { 390c3614358SHanhan Wang LLVM_DEBUG(llvm::dbgs() 391c3614358SHanhan Wang << "using non-8-bit storage for bool types unimplemented"); 392c3614358SHanhan Wang return nullptr; 393c3614358SHanhan Wang } 394c3614358SHanhan Wang auto elementType = IntegerType::get(type.getContext(), numBoolBits) 395c3614358SHanhan Wang .dyn_cast<spirv::ScalarType>(); 396c3614358SHanhan Wang if (!elementType) 397c3614358SHanhan Wang return nullptr; 398c3614358SHanhan Wang Type arrayElemType = 399c3614358SHanhan Wang convertScalarType(targetEnv, options, elementType, storageClass); 400c3614358SHanhan Wang if (!arrayElemType) 401c3614358SHanhan Wang return nullptr; 402c3614358SHanhan Wang Optional<int64_t> arrayElemSize = getTypeNumBytes(options, arrayElemType); 403c3614358SHanhan Wang if (!arrayElemSize) { 404c3614358SHanhan Wang LLVM_DEBUG(llvm::dbgs() 405c3614358SHanhan Wang << type << " illegal: cannot deduce converted element size\n"); 406c3614358SHanhan Wang return nullptr; 407c3614358SHanhan Wang } 408c3614358SHanhan Wang 4097c4de2e9SHanhan Wang if (!type.hasStaticShape()) { 410bbffece3SLei Zhang int64_t stride = needsExplicitLayout(*storageClass) ? *arrayElemSize : 0; 411bbffece3SLei Zhang auto arrayType = spirv::RuntimeArrayType::get(arrayElemType, stride); 4127c4de2e9SHanhan Wang return wrapInStructAndGetPointer(arrayType, *storageClass); 4137c4de2e9SHanhan Wang } 4147c4de2e9SHanhan Wang 415c3614358SHanhan Wang int64_t memrefSize = (type.getNumElements() * numBoolBits + 7) / 8; 416*e0ea1fc6SLei Zhang auto arrayElemCount = llvm::divideCeil(memrefSize, *arrayElemSize); 417bbffece3SLei Zhang int64_t stride = needsExplicitLayout(*storageClass) ? *arrayElemSize : 0; 418bbffece3SLei Zhang auto arrayType = spirv::ArrayType::get(arrayElemType, arrayElemCount, stride); 419c3614358SHanhan Wang 4205b15fe93SLei Zhang return wrapInStructAndGetPointer(arrayType, *storageClass); 421c3614358SHanhan Wang } 422c3614358SHanhan Wang 423004f29c0SLei Zhang static Type convertMemrefType(const spirv::TargetEnv &targetEnv, 4245299843cSLei Zhang const SPIRVTypeConverter::Options &options, 42501178654SLei Zhang MemRefType type) { 426c3614358SHanhan Wang if (type.getElementType().isa<IntegerType>() && 427c3614358SHanhan Wang type.getElementTypeBitWidth() == 1) { 428c3614358SHanhan Wang return convertBoolMemrefType(targetEnv, options, type); 429c3614358SHanhan Wang } 430c3614358SHanhan Wang 43101178654SLei Zhang Optional<spirv::StorageClass> storageClass = 43237eca08eSVladislav Vinogradov SPIRVTypeConverter::getStorageClassForMemorySpace( 43337eca08eSVladislav Vinogradov type.getMemorySpaceAsInt()); 43401178654SLei Zhang if (!storageClass) { 43501178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 43601178654SLei Zhang << type << " illegal: cannot convert memory space\n"); 437004f29c0SLei Zhang return nullptr; 43801178654SLei Zhang } 43901178654SLei Zhang 440004f29c0SLei Zhang Type arrayElemType; 44101178654SLei Zhang Type elementType = type.getElementType(); 44201178654SLei Zhang if (auto vecType = elementType.dyn_cast<VectorType>()) { 4435299843cSLei Zhang arrayElemType = 4445299843cSLei Zhang convertVectorType(targetEnv, options, vecType, storageClass); 44501178654SLei Zhang } else if (auto scalarType = elementType.dyn_cast<spirv::ScalarType>()) { 4465299843cSLei Zhang arrayElemType = 4475299843cSLei Zhang convertScalarType(targetEnv, options, scalarType, storageClass); 44801178654SLei Zhang } else { 44901178654SLei Zhang LLVM_DEBUG( 45001178654SLei Zhang llvm::dbgs() 45101178654SLei Zhang << type 45201178654SLei Zhang << " unhandled: can only convert scalar or vector element type\n"); 453004f29c0SLei Zhang return nullptr; 45401178654SLei Zhang } 45501178654SLei Zhang if (!arrayElemType) 456004f29c0SLei Zhang return nullptr; 45701178654SLei Zhang 45823b8264bSLei Zhang Optional<int64_t> arrayElemSize = getTypeNumBytes(options, arrayElemType); 45923b8264bSLei Zhang if (!arrayElemSize) { 46023b8264bSLei Zhang LLVM_DEBUG(llvm::dbgs() 46123b8264bSLei Zhang << type << " illegal: cannot deduce converted element size\n"); 46223b8264bSLei Zhang return nullptr; 46323b8264bSLei Zhang } 46423b8264bSLei Zhang 46501178654SLei Zhang if (!type.hasStaticShape()) { 466bbffece3SLei Zhang int64_t stride = needsExplicitLayout(*storageClass) ? *arrayElemSize : 0; 467bbffece3SLei Zhang auto arrayType = spirv::RuntimeArrayType::get(arrayElemType, stride); 4685b15fe93SLei Zhang return wrapInStructAndGetPointer(arrayType, *storageClass); 46901178654SLei Zhang } 47001178654SLei Zhang 4715299843cSLei Zhang Optional<int64_t> memrefSize = getTypeNumBytes(options, type); 47201178654SLei Zhang if (!memrefSize) { 47301178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 47401178654SLei Zhang << type << " illegal: cannot deduce element count\n"); 475004f29c0SLei Zhang return nullptr; 47601178654SLei Zhang } 47701178654SLei Zhang 478*e0ea1fc6SLei Zhang auto arrayElemCount = llvm::divideCeil(*memrefSize, *arrayElemSize); 479bbffece3SLei Zhang int64_t stride = needsExplicitLayout(*storageClass) ? *arrayElemSize : 0; 480bbffece3SLei Zhang auto arrayType = spirv::ArrayType::get(arrayElemType, arrayElemCount, stride); 48101178654SLei Zhang 4825b15fe93SLei Zhang return wrapInStructAndGetPointer(arrayType, *storageClass); 48301178654SLei Zhang } 48401178654SLei Zhang 4855299843cSLei Zhang SPIRVTypeConverter::SPIRVTypeConverter(spirv::TargetEnvAttr targetAttr, 4865299843cSLei Zhang Options options) 4875299843cSLei Zhang : targetEnv(targetAttr), options(options) { 48801178654SLei Zhang // Add conversions. The order matters here: later ones will be tried earlier. 48901178654SLei Zhang 49001178654SLei Zhang // Allow all SPIR-V dialect specific types. This assumes all builtin types 49101178654SLei Zhang // adopted in the SPIR-V dialect (i.e., IntegerType, FloatType, VectorType) 49201178654SLei Zhang // were tried before. 49301178654SLei Zhang // 49401178654SLei Zhang // TODO: this assumes that the SPIR-V types are valid to use in 49501178654SLei Zhang // the given target environment, which should be the case if the whole 49601178654SLei Zhang // pipeline is driven by the same target environment. Still, we probably still 49701178654SLei Zhang // want to validate and convert to be safe. 49801178654SLei Zhang addConversion([](spirv::SPIRVType type) { return type; }); 49901178654SLei Zhang 5001e35a769SButygin addConversion([this](IndexType /*indexType*/) { return getIndexType(); }); 50101178654SLei Zhang 50201178654SLei Zhang addConversion([this](IntegerType intType) -> Optional<Type> { 50301178654SLei Zhang if (auto scalarType = intType.dyn_cast<spirv::ScalarType>()) 5045299843cSLei Zhang return convertScalarType(this->targetEnv, this->options, scalarType); 505004f29c0SLei Zhang return Type(); 50601178654SLei Zhang }); 50701178654SLei Zhang 50801178654SLei Zhang addConversion([this](FloatType floatType) -> Optional<Type> { 50901178654SLei Zhang if (auto scalarType = floatType.dyn_cast<spirv::ScalarType>()) 5105299843cSLei Zhang return convertScalarType(this->targetEnv, this->options, scalarType); 511004f29c0SLei Zhang return Type(); 51201178654SLei Zhang }); 51301178654SLei Zhang 51401178654SLei Zhang addConversion([this](VectorType vectorType) { 5155299843cSLei Zhang return convertVectorType(this->targetEnv, this->options, vectorType); 51601178654SLei Zhang }); 51701178654SLei Zhang 51801178654SLei Zhang addConversion([this](TensorType tensorType) { 5195299843cSLei Zhang return convertTensorType(this->targetEnv, this->options, tensorType); 52001178654SLei Zhang }); 52101178654SLei Zhang 52201178654SLei Zhang addConversion([this](MemRefType memRefType) { 5235299843cSLei Zhang return convertMemrefType(this->targetEnv, this->options, memRefType); 52401178654SLei Zhang }); 52501178654SLei Zhang } 52601178654SLei Zhang 52701178654SLei Zhang //===----------------------------------------------------------------------===// 52858ceae95SRiver Riddle // func::FuncOp Conversion Patterns 52901178654SLei Zhang //===----------------------------------------------------------------------===// 53001178654SLei Zhang 53101178654SLei Zhang namespace { 53201178654SLei Zhang /// A pattern for rewriting function signature to convert arguments of functions 53301178654SLei Zhang /// to be of valid SPIR-V types. 53458ceae95SRiver Riddle class FuncOpConversion final : public OpConversionPattern<func::FuncOp> { 53501178654SLei Zhang public: 53658ceae95SRiver Riddle using OpConversionPattern<func::FuncOp>::OpConversionPattern; 53701178654SLei Zhang 53801178654SLei Zhang LogicalResult 53958ceae95SRiver Riddle matchAndRewrite(func::FuncOp funcOp, OpAdaptor adaptor, 54001178654SLei Zhang ConversionPatternRewriter &rewriter) const override; 54101178654SLei Zhang }; 54201178654SLei Zhang } // namespace 54301178654SLei Zhang 54401178654SLei Zhang LogicalResult 54558ceae95SRiver Riddle FuncOpConversion::matchAndRewrite(func::FuncOp funcOp, OpAdaptor adaptor, 54601178654SLei Zhang ConversionPatternRewriter &rewriter) const { 5474a3460a7SRiver Riddle auto fnType = funcOp.getFunctionType(); 54842980a78SLei Zhang if (fnType.getNumResults() > 1) 54901178654SLei Zhang return failure(); 55001178654SLei Zhang 55101178654SLei Zhang TypeConverter::SignatureConversion signatureConverter(fnType.getNumInputs()); 552e4853be2SMehdi Amini for (const auto &argType : enumerate(fnType.getInputs())) { 5537c3ae48fSLei Zhang auto convertedType = getTypeConverter()->convertType(argType.value()); 55401178654SLei Zhang if (!convertedType) 55501178654SLei Zhang return failure(); 55601178654SLei Zhang signatureConverter.addInputs(argType.index(), convertedType); 55701178654SLei Zhang } 55801178654SLei Zhang 55942980a78SLei Zhang Type resultType; 5605299843cSLei Zhang if (fnType.getNumResults() == 1) { 5617c3ae48fSLei Zhang resultType = getTypeConverter()->convertType(fnType.getResult(0)); 5625299843cSLei Zhang if (!resultType) 5635299843cSLei Zhang return failure(); 5645299843cSLei Zhang } 56542980a78SLei Zhang 56601178654SLei Zhang // Create the converted spv.func op. 56701178654SLei Zhang auto newFuncOp = rewriter.create<spirv::FuncOp>( 56801178654SLei Zhang funcOp.getLoc(), funcOp.getName(), 56901178654SLei Zhang rewriter.getFunctionType(signatureConverter.getConvertedTypes(), 57042980a78SLei Zhang resultType ? TypeRange(resultType) 57142980a78SLei Zhang : TypeRange())); 57201178654SLei Zhang 57301178654SLei Zhang // Copy over all attributes other than the function name and type. 57456774bddSMarius Brehler for (const auto &namedAttr : funcOp->getAttrs()) { 5757ceffae1SRiver Riddle if (namedAttr.getName() != FunctionOpInterface::getTypeAttrName() && 5760c7890c8SRiver Riddle namedAttr.getName() != SymbolTable::getSymbolAttrName()) 5770c7890c8SRiver Riddle newFuncOp->setAttr(namedAttr.getName(), namedAttr.getValue()); 57801178654SLei Zhang } 57901178654SLei Zhang 58001178654SLei Zhang rewriter.inlineRegionBefore(funcOp.getBody(), newFuncOp.getBody(), 58101178654SLei Zhang newFuncOp.end()); 5827c3ae48fSLei Zhang if (failed(rewriter.convertRegionTypes( 5837c3ae48fSLei Zhang &newFuncOp.getBody(), *getTypeConverter(), &signatureConverter))) 58401178654SLei Zhang return failure(); 58501178654SLei Zhang rewriter.eraseOp(funcOp); 58601178654SLei Zhang return success(); 58701178654SLei Zhang } 58801178654SLei Zhang 589dc4e913bSChris Lattner void mlir::populateBuiltinFuncToSPIRVPatterns(SPIRVTypeConverter &typeConverter, 590dc4e913bSChris Lattner RewritePatternSet &patterns) { 591dc4e913bSChris Lattner patterns.add<FuncOpConversion>(typeConverter, patterns.getContext()); 59201178654SLei Zhang } 59301178654SLei Zhang 59401178654SLei Zhang //===----------------------------------------------------------------------===// 59501178654SLei Zhang // Builtin Variables 59601178654SLei Zhang //===----------------------------------------------------------------------===// 59701178654SLei Zhang 59801178654SLei Zhang static spirv::GlobalVariableOp getBuiltinVariable(Block &body, 59901178654SLei Zhang spirv::BuiltIn builtin) { 60001178654SLei Zhang // Look through all global variables in the given `body` block and check if 601c74eb466SKareemErgawy-TomTom // there is a spv.GlobalVariable that has the same `builtin` attribute. 60201178654SLei Zhang for (auto varOp : body.getOps<spirv::GlobalVariableOp>()) { 60301178654SLei Zhang if (auto builtinAttr = varOp->getAttrOfType<StringAttr>( 60401178654SLei Zhang spirv::SPIRVDialect::getAttributeName( 60501178654SLei Zhang spirv::Decoration::BuiltIn))) { 60601178654SLei Zhang auto varBuiltIn = spirv::symbolizeBuiltIn(builtinAttr.getValue()); 60701178654SLei Zhang if (varBuiltIn && varBuiltIn.getValue() == builtin) { 60801178654SLei Zhang return varOp; 60901178654SLei Zhang } 61001178654SLei Zhang } 61101178654SLei Zhang } 61201178654SLei Zhang return nullptr; 61301178654SLei Zhang } 61401178654SLei Zhang 61501178654SLei Zhang /// Gets name of global variable for a builtin. 61601178654SLei Zhang static std::string getBuiltinVarName(spirv::BuiltIn builtin) { 61701178654SLei Zhang return std::string("__builtin_var_") + stringifyBuiltIn(builtin).str() + "__"; 61801178654SLei Zhang } 61901178654SLei Zhang 62001178654SLei Zhang /// Gets or inserts a global variable for a builtin within `body` block. 62101178654SLei Zhang static spirv::GlobalVariableOp 62201178654SLei Zhang getOrInsertBuiltinVariable(Block &body, Location loc, spirv::BuiltIn builtin, 6231e35a769SButygin Type integerType, OpBuilder &builder) { 62401178654SLei Zhang if (auto varOp = getBuiltinVariable(body, builtin)) 62501178654SLei Zhang return varOp; 62601178654SLei Zhang 62701178654SLei Zhang OpBuilder::InsertionGuard guard(builder); 62801178654SLei Zhang builder.setInsertionPointToStart(&body); 62901178654SLei Zhang 63001178654SLei Zhang spirv::GlobalVariableOp newVarOp; 63101178654SLei Zhang switch (builtin) { 63201178654SLei Zhang case spirv::BuiltIn::NumWorkgroups: 63301178654SLei Zhang case spirv::BuiltIn::WorkgroupSize: 63401178654SLei Zhang case spirv::BuiltIn::WorkgroupId: 63501178654SLei Zhang case spirv::BuiltIn::LocalInvocationId: 63601178654SLei Zhang case spirv::BuiltIn::GlobalInvocationId: { 6371e35a769SButygin auto ptrType = spirv::PointerType::get(VectorType::get({3}, integerType), 63801178654SLei Zhang spirv::StorageClass::Input); 63901178654SLei Zhang std::string name = getBuiltinVarName(builtin); 64001178654SLei Zhang newVarOp = 64101178654SLei Zhang builder.create<spirv::GlobalVariableOp>(loc, ptrType, name, builtin); 64201178654SLei Zhang break; 64301178654SLei Zhang } 64401178654SLei Zhang case spirv::BuiltIn::SubgroupId: 64501178654SLei Zhang case spirv::BuiltIn::NumSubgroups: 64601178654SLei Zhang case spirv::BuiltIn::SubgroupSize: { 6471e35a769SButygin auto ptrType = 6481e35a769SButygin spirv::PointerType::get(integerType, spirv::StorageClass::Input); 64901178654SLei Zhang std::string name = getBuiltinVarName(builtin); 65001178654SLei Zhang newVarOp = 65101178654SLei Zhang builder.create<spirv::GlobalVariableOp>(loc, ptrType, name, builtin); 65201178654SLei Zhang break; 65301178654SLei Zhang } 65401178654SLei Zhang default: 65501178654SLei Zhang emitError(loc, "unimplemented builtin variable generation for ") 65601178654SLei Zhang << stringifyBuiltIn(builtin); 65701178654SLei Zhang } 65801178654SLei Zhang return newVarOp; 65901178654SLei Zhang } 66001178654SLei Zhang 66101178654SLei Zhang Value mlir::spirv::getBuiltinVariableValue(Operation *op, 66201178654SLei Zhang spirv::BuiltIn builtin, 6631e35a769SButygin Type integerType, 66401178654SLei Zhang OpBuilder &builder) { 66501178654SLei Zhang Operation *parent = SymbolTable::getNearestSymbolTable(op->getParentOp()); 66601178654SLei Zhang if (!parent) { 66701178654SLei Zhang op->emitError("expected operation to be within a module-like op"); 66801178654SLei Zhang return nullptr; 66901178654SLei Zhang } 67001178654SLei Zhang 6711e35a769SButygin spirv::GlobalVariableOp varOp = 6721e35a769SButygin getOrInsertBuiltinVariable(*parent->getRegion(0).begin(), op->getLoc(), 6731e35a769SButygin builtin, integerType, builder); 67401178654SLei Zhang Value ptr = builder.create<spirv::AddressOfOp>(op->getLoc(), varOp); 67501178654SLei Zhang return builder.create<spirv::LoadOp>(op->getLoc(), ptr); 67601178654SLei Zhang } 67701178654SLei Zhang 67801178654SLei Zhang //===----------------------------------------------------------------------===// 6796dd07fa5SLei Zhang // Push constant storage 6806dd07fa5SLei Zhang //===----------------------------------------------------------------------===// 6816dd07fa5SLei Zhang 6826dd07fa5SLei Zhang /// Returns the pointer type for the push constant storage containing 6836dd07fa5SLei Zhang /// `elementCount` 32-bit integer values. 6846dd07fa5SLei Zhang static spirv::PointerType getPushConstantStorageType(unsigned elementCount, 6851e35a769SButygin Builder &builder, 6861e35a769SButygin Type indexType) { 6871e35a769SButygin auto arrayType = spirv::ArrayType::get(indexType, elementCount, 6886dd07fa5SLei Zhang /*stride=*/4); 6896dd07fa5SLei Zhang auto structType = spirv::StructType::get({arrayType}, /*offsetInfo=*/0); 6906dd07fa5SLei Zhang return spirv::PointerType::get(structType, spirv::StorageClass::PushConstant); 6916dd07fa5SLei Zhang } 6926dd07fa5SLei Zhang 6936dd07fa5SLei Zhang /// Returns the push constant varible containing `elementCount` 32-bit integer 6946dd07fa5SLei Zhang /// values in `body`. Returns null op if such an op does not exit. 6956dd07fa5SLei Zhang static spirv::GlobalVariableOp getPushConstantVariable(Block &body, 6966dd07fa5SLei Zhang unsigned elementCount) { 6976dd07fa5SLei Zhang for (auto varOp : body.getOps<spirv::GlobalVariableOp>()) { 698a5621e26SLei Zhang auto ptrType = varOp.type().dyn_cast<spirv::PointerType>(); 699a5621e26SLei Zhang if (!ptrType) 700a5621e26SLei Zhang continue; 701a5621e26SLei Zhang 7026dd07fa5SLei Zhang // Note that Vulkan requires "There must be no more than one push constant 7036dd07fa5SLei Zhang // block statically used per shader entry point." So we should always reuse 7046dd07fa5SLei Zhang // the existing one. 7056dd07fa5SLei Zhang if (ptrType.getStorageClass() == spirv::StorageClass::PushConstant) { 7066dd07fa5SLei Zhang auto numElements = ptrType.getPointeeType() 7076dd07fa5SLei Zhang .cast<spirv::StructType>() 7086dd07fa5SLei Zhang .getElementType(0) 7096dd07fa5SLei Zhang .cast<spirv::ArrayType>() 7106dd07fa5SLei Zhang .getNumElements(); 7116dd07fa5SLei Zhang if (numElements == elementCount) 7126dd07fa5SLei Zhang return varOp; 7136dd07fa5SLei Zhang } 7146dd07fa5SLei Zhang } 7156dd07fa5SLei Zhang return nullptr; 7166dd07fa5SLei Zhang } 7176dd07fa5SLei Zhang 7186dd07fa5SLei Zhang /// Gets or inserts a global variable for push constant storage containing 7196dd07fa5SLei Zhang /// `elementCount` 32-bit integer values in `block`. 7206dd07fa5SLei Zhang static spirv::GlobalVariableOp 7216dd07fa5SLei Zhang getOrInsertPushConstantVariable(Location loc, Block &block, 7221e35a769SButygin unsigned elementCount, OpBuilder &b, 7231e35a769SButygin Type indexType) { 7246dd07fa5SLei Zhang if (auto varOp = getPushConstantVariable(block, elementCount)) 7256dd07fa5SLei Zhang return varOp; 7266dd07fa5SLei Zhang 7276dd07fa5SLei Zhang auto builder = OpBuilder::atBlockBegin(&block, b.getListener()); 7281e35a769SButygin auto type = getPushConstantStorageType(elementCount, builder, indexType); 7296dd07fa5SLei Zhang const char *name = "__push_constant_var__"; 7306dd07fa5SLei Zhang return builder.create<spirv::GlobalVariableOp>(loc, type, name, 7316dd07fa5SLei Zhang /*initializer=*/nullptr); 7326dd07fa5SLei Zhang } 7336dd07fa5SLei Zhang 7346dd07fa5SLei Zhang Value spirv::getPushConstantValue(Operation *op, unsigned elementCount, 7351e35a769SButygin unsigned offset, Type integerType, 7361e35a769SButygin OpBuilder &builder) { 7376dd07fa5SLei Zhang Location loc = op->getLoc(); 7386dd07fa5SLei Zhang Operation *parent = SymbolTable::getNearestSymbolTable(op->getParentOp()); 7396dd07fa5SLei Zhang if (!parent) { 7406dd07fa5SLei Zhang op->emitError("expected operation to be within a module-like op"); 7416dd07fa5SLei Zhang return nullptr; 7426dd07fa5SLei Zhang } 7436dd07fa5SLei Zhang 7446dd07fa5SLei Zhang spirv::GlobalVariableOp varOp = getOrInsertPushConstantVariable( 7451e35a769SButygin loc, parent->getRegion(0).front(), elementCount, builder, integerType); 7466dd07fa5SLei Zhang 7471e35a769SButygin Value zeroOp = spirv::ConstantOp::getZero(integerType, loc, builder); 7486dd07fa5SLei Zhang Value offsetOp = builder.create<spirv::ConstantOp>( 7491e35a769SButygin loc, integerType, builder.getI32IntegerAttr(offset)); 7506dd07fa5SLei Zhang auto addrOp = builder.create<spirv::AddressOfOp>(loc, varOp); 7516dd07fa5SLei Zhang auto acOp = builder.create<spirv::AccessChainOp>( 7526dd07fa5SLei Zhang loc, addrOp, llvm::makeArrayRef({zeroOp, offsetOp})); 7536dd07fa5SLei Zhang return builder.create<spirv::LoadOp>(loc, acOp); 7546dd07fa5SLei Zhang } 7556dd07fa5SLei Zhang 7566dd07fa5SLei Zhang //===----------------------------------------------------------------------===// 75701178654SLei Zhang // Index calculation 75801178654SLei Zhang //===----------------------------------------------------------------------===// 75901178654SLei Zhang 760bb6f5c83SLei Zhang Value mlir::spirv::linearizeIndex(ValueRange indices, ArrayRef<int64_t> strides, 7611e35a769SButygin int64_t offset, Type integerType, 7621e35a769SButygin Location loc, OpBuilder &builder) { 763bb6f5c83SLei Zhang assert(indices.size() == strides.size() && 764bb6f5c83SLei Zhang "must provide indices for all dimensions"); 765bb6f5c83SLei Zhang 766bb6f5c83SLei Zhang // TODO: Consider moving to use affine.apply and patterns converting 767bb6f5c83SLei Zhang // affine.apply to standard ops. This needs converting to SPIR-V passes to be 768bb6f5c83SLei Zhang // broken down into progressive small steps so we can have intermediate steps 769bb6f5c83SLei Zhang // using other dialects. At the moment SPIR-V is the final sink. 770bb6f5c83SLei Zhang 771bb6f5c83SLei Zhang Value linearizedIndex = builder.create<spirv::ConstantOp>( 7721e35a769SButygin loc, integerType, IntegerAttr::get(integerType, offset)); 773e4853be2SMehdi Amini for (const auto &index : llvm::enumerate(indices)) { 774bb6f5c83SLei Zhang Value strideVal = builder.create<spirv::ConstantOp>( 7751e35a769SButygin loc, integerType, 7761e35a769SButygin IntegerAttr::get(integerType, strides[index.index()])); 777bb6f5c83SLei Zhang Value update = builder.create<spirv::IMulOp>(loc, strideVal, index.value()); 778bb6f5c83SLei Zhang linearizedIndex = 779bb6f5c83SLei Zhang builder.create<spirv::IAddOp>(loc, linearizedIndex, update); 780bb6f5c83SLei Zhang } 781bb6f5c83SLei Zhang return linearizedIndex; 782bb6f5c83SLei Zhang } 783bb6f5c83SLei Zhang 78401178654SLei Zhang spirv::AccessChainOp mlir::spirv::getElementPtr( 78501178654SLei Zhang SPIRVTypeConverter &typeConverter, MemRefType baseType, Value basePtr, 78601178654SLei Zhang ValueRange indices, Location loc, OpBuilder &builder) { 78701178654SLei Zhang // Get base and offset of the MemRefType and verify they are static. 78801178654SLei Zhang 78901178654SLei Zhang int64_t offset; 79001178654SLei Zhang SmallVector<int64_t, 4> strides; 79101178654SLei Zhang if (failed(getStridesAndOffset(baseType, strides, offset)) || 79201178654SLei Zhang llvm::is_contained(strides, MemRefType::getDynamicStrideOrOffset()) || 79301178654SLei Zhang offset == MemRefType::getDynamicStrideOrOffset()) { 79401178654SLei Zhang return nullptr; 79501178654SLei Zhang } 79601178654SLei Zhang 7971e35a769SButygin auto indexType = typeConverter.getIndexType(); 79801178654SLei Zhang 79901178654SLei Zhang SmallVector<Value, 2> linearizedIndices; 80001178654SLei Zhang auto zero = spirv::ConstantOp::getZero(indexType, loc, builder); 801bb6f5c83SLei Zhang 802bb6f5c83SLei Zhang // Add a '0' at the start to index into the struct. 80301178654SLei Zhang linearizedIndices.push_back(zero); 80401178654SLei Zhang 80501178654SLei Zhang if (baseType.getRank() == 0) { 80601178654SLei Zhang linearizedIndices.push_back(zero); 80701178654SLei Zhang } else { 808bb6f5c83SLei Zhang linearizedIndices.push_back( 8091e35a769SButygin linearizeIndex(indices, strides, offset, indexType, loc, builder)); 81001178654SLei Zhang } 81101178654SLei Zhang return builder.create<spirv::AccessChainOp>(loc, basePtr, linearizedIndices); 81201178654SLei Zhang } 81301178654SLei Zhang 81401178654SLei Zhang //===----------------------------------------------------------------------===// 81501178654SLei Zhang // SPIR-V ConversionTarget 81601178654SLei Zhang //===----------------------------------------------------------------------===// 81701178654SLei Zhang 8186dd07fa5SLei Zhang std::unique_ptr<SPIRVConversionTarget> 8196dd07fa5SLei Zhang SPIRVConversionTarget::get(spirv::TargetEnvAttr targetAttr) { 82001178654SLei Zhang std::unique_ptr<SPIRVConversionTarget> target( 82101178654SLei Zhang // std::make_unique does not work here because the constructor is private. 82201178654SLei Zhang new SPIRVConversionTarget(targetAttr)); 82301178654SLei Zhang SPIRVConversionTarget *targetPtr = target.get(); 8246dd07fa5SLei Zhang target->addDynamicallyLegalDialect<spirv::SPIRVDialect>( 82501178654SLei Zhang // We need to capture the raw pointer here because it is stable: 82601178654SLei Zhang // target will be destroyed once this function is returned. 82701178654SLei Zhang [targetPtr](Operation *op) { return targetPtr->isLegalOp(op); }); 82801178654SLei Zhang return target; 82901178654SLei Zhang } 83001178654SLei Zhang 8316dd07fa5SLei Zhang SPIRVConversionTarget::SPIRVConversionTarget(spirv::TargetEnvAttr targetAttr) 83201178654SLei Zhang : ConversionTarget(*targetAttr.getContext()), targetEnv(targetAttr) {} 83301178654SLei Zhang 8346dd07fa5SLei Zhang bool SPIRVConversionTarget::isLegalOp(Operation *op) { 83501178654SLei Zhang // Make sure this op is available at the given version. Ops not implementing 83601178654SLei Zhang // QueryMinVersionInterface/QueryMaxVersionInterface are available to all 83701178654SLei Zhang // SPIR-V versions. 838cb395f66SLei Zhang if (auto minVersionIfx = dyn_cast<spirv::QueryMinVersionInterface>(op)) { 839cb395f66SLei Zhang Optional<spirv::Version> minVersion = minVersionIfx.getMinVersion(); 840cb395f66SLei Zhang if (minVersion && *minVersion > this->targetEnv.getVersion()) { 84101178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 84201178654SLei Zhang << op->getName() << " illegal: requiring min version " 843cb395f66SLei Zhang << spirv::stringifyVersion(*minVersion) << "\n"); 84401178654SLei Zhang return false; 84501178654SLei Zhang } 846cb395f66SLei Zhang } 847cb395f66SLei Zhang if (auto maxVersionIfx = dyn_cast<spirv::QueryMaxVersionInterface>(op)) { 848cb395f66SLei Zhang Optional<spirv::Version> maxVersion = maxVersionIfx.getMaxVersion(); 849cb395f66SLei Zhang if (maxVersion && *maxVersion < this->targetEnv.getVersion()) { 85001178654SLei Zhang LLVM_DEBUG(llvm::dbgs() 85101178654SLei Zhang << op->getName() << " illegal: requiring max version " 852cb395f66SLei Zhang << spirv::stringifyVersion(*maxVersion) << "\n"); 85301178654SLei Zhang return false; 85401178654SLei Zhang } 855cb395f66SLei Zhang } 85601178654SLei Zhang 85701178654SLei Zhang // Make sure this op's required extensions are allowed to use. Ops not 85801178654SLei Zhang // implementing QueryExtensionInterface do not require extensions to be 85901178654SLei Zhang // available. 86001178654SLei Zhang if (auto extensions = dyn_cast<spirv::QueryExtensionInterface>(op)) 86101178654SLei Zhang if (failed(checkExtensionRequirements(op->getName(), this->targetEnv, 86201178654SLei Zhang extensions.getExtensions()))) 86301178654SLei Zhang return false; 86401178654SLei Zhang 86501178654SLei Zhang // Make sure this op's required extensions are allowed to use. Ops not 86601178654SLei Zhang // implementing QueryCapabilityInterface do not require capabilities to be 86701178654SLei Zhang // available. 86801178654SLei Zhang if (auto capabilities = dyn_cast<spirv::QueryCapabilityInterface>(op)) 86901178654SLei Zhang if (failed(checkCapabilityRequirements(op->getName(), this->targetEnv, 87001178654SLei Zhang capabilities.getCapabilities()))) 87101178654SLei Zhang return false; 87201178654SLei Zhang 87301178654SLei Zhang SmallVector<Type, 4> valueTypes; 87401178654SLei Zhang valueTypes.append(op->operand_type_begin(), op->operand_type_end()); 87501178654SLei Zhang valueTypes.append(op->result_type_begin(), op->result_type_end()); 87601178654SLei Zhang 8777c5ecc8bSMogball // Ensure that all types have been converted to SPIRV types. 8787c5ecc8bSMogball if (llvm::any_of(valueTypes, 8797c5ecc8bSMogball [](Type t) { return !t.isa<spirv::SPIRVType>(); })) 8807c5ecc8bSMogball return false; 8817c5ecc8bSMogball 88201178654SLei Zhang // Special treatment for global variables, whose type requirements are 88301178654SLei Zhang // conveyed by type attributes. 88401178654SLei Zhang if (auto globalVar = dyn_cast<spirv::GlobalVariableOp>(op)) 88501178654SLei Zhang valueTypes.push_back(globalVar.type()); 88601178654SLei Zhang 88701178654SLei Zhang // Make sure the op's operands/results use types that are allowed by the 88801178654SLei Zhang // target environment. 88901178654SLei Zhang SmallVector<ArrayRef<spirv::Extension>, 4> typeExtensions; 89001178654SLei Zhang SmallVector<ArrayRef<spirv::Capability>, 8> typeCapabilities; 89101178654SLei Zhang for (Type valueType : valueTypes) { 89201178654SLei Zhang typeExtensions.clear(); 89301178654SLei Zhang valueType.cast<spirv::SPIRVType>().getExtensions(typeExtensions); 89401178654SLei Zhang if (failed(checkExtensionRequirements(op->getName(), this->targetEnv, 89501178654SLei Zhang typeExtensions))) 89601178654SLei Zhang return false; 89701178654SLei Zhang 89801178654SLei Zhang typeCapabilities.clear(); 89901178654SLei Zhang valueType.cast<spirv::SPIRVType>().getCapabilities(typeCapabilities); 90001178654SLei Zhang if (failed(checkCapabilityRequirements(op->getName(), this->targetEnv, 90101178654SLei Zhang typeCapabilities))) 90201178654SLei Zhang return false; 90301178654SLei Zhang } 90401178654SLei Zhang 90501178654SLei Zhang return true; 90601178654SLei Zhang } 907