| // Copyright 2019 Google LLC |
| // |
| // Licensed under the Apache License, Version 2.0 (the "License"); |
| // you may not use this file except in compliance with the License. |
| // You may obtain a copy of the License at |
| // |
| // https://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, software |
| // distributed under the License is distributed on an "AS IS" BASIS, |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| // See the License for the specific language governing permissions and |
| // limitations under the License. |
| |
| //===- AffineExprCodegen.h -------------------------------------*- C++//-*-===// |
| // |
| // Code-generation for Affine Expression. |
| // |
| //===----------------------------------------------------------------------===// |
| #ifndef IREE_COMPILER_TRANSLATION_SPIRV_AFFINEEXPRCODGEN_H |
| #define IREE_COMPILER_TRANSLATION_SPIRV_AFFINEEXPRCODGEN_H |
| |
| #include "compiler/Translation/SPIRV/XLAIndexPropagation.h" |
| #include "mlir/Dialect/SPIRV/SPIRVOps.h" |
| #include "mlir/IR/AffineExprVisitor.h" |
| |
| namespace mlir { |
| namespace iree_compiler { |
| |
| /// Codegenerator for affine expressions. |
| class AffineExprCodegen : public AffineExprVisitor<AffineExprCodegen, Value *> { |
| public: |
| explicit AffineExprCodegen(spirv::ModuleOp module, |
| IndexComputationCache &tensorIndices) |
| : builder(module.getContext()), |
| location(module.getLoc()), |
| tensorIndices(tensorIndices) {} |
| |
| Value *visitAddExpr(AffineBinaryOpExpr expr) { |
| auto operand1 = getValueInternal(expr.getLHS()); |
| auto operand2 = getValueInternal(expr.getRHS()); |
| return builder.create<spirv::IAddOp>(location, operand1, operand2); |
| } |
| Value *visitMulExpr(AffineBinaryOpExpr expr) { |
| auto operand1 = getValueInternal(expr.getLHS()); |
| auto operand2 = getValueInternal(expr.getRHS()); |
| return builder.create<spirv::IMulOp>(location, operand1, operand2); |
| } |
| Value *visitModExpr(AffineBinaryOpExpr expr) { |
| auto operand1 = getValueInternal(expr.getLHS()); |
| auto operand2 = getValueInternal(expr.getRHS()); |
| return builder.create<spirv::SModOp>(location, operand1, operand2); |
| } |
| Value *visitFloorDivExpr(AffineBinaryOpExpr expr) { |
| auto operand1 = getValueInternal(expr.getLHS()); |
| auto operand2 = getValueInternal(expr.getRHS()); |
| return builder.create<spirv::SDivOp>(location, operand1, operand2); |
| } |
| Value *visitCeilDivExpr(AffineBinaryOpExpr expr) { |
| // TODO(ravishankarm): Implement ceil div expr codegen. |
| llvm_unreachable("Unimplemented affine AffineCeilDivExpr codegen"); |
| return nullptr; |
| } |
| Value *visitConstantExpr(AffineConstantExpr expr) { |
| return builder.create<spirv::ConstantOp>( |
| location, builder.getIntegerType(32), |
| builder.getI32IntegerAttr(expr.getValue())); |
| } |
| Value *visitDimExpr(AffineDimExpr expr) { |
| return threadDimToDstValue.lookup(expr.getPosition()); |
| } |
| Value *visitSymbolExpr(AffineSymbolExpr expr) { |
| // TODO(ravishankarm): Implement symbol expr codegen. |
| llvm_unreachable("Unimplemented affine AffineSymbolExpr codegen"); |
| return nullptr; |
| } |
| |
| /// Set the value that contains the workitem ID along a particular |
| /// dimension. 0 -> x-dimension, 1 -> y-dimension, etc. |
| void setDimDstValue(unsigned dimID, Value *value) { |
| threadDimToDstValue[dimID] = value; |
| } |
| |
| /// Generates the scalar value for a affine expression. |
| Value *getValue(AffineExpr expr, OpBuilder::InsertPoint ip, Location loc) { |
| auto &val = exprToDstValue[expr]; |
| if (!val) { |
| location = loc; |
| builder.restoreInsertionPoint(ip); |
| val = visit(expr); |
| } |
| return val; |
| } |
| |
| /// Returns a list of indices of a particular tensor in the source dialect |
| /// needed within the dispatch function (obtained from the |
| /// IndexComputationCache) |
| SmallVector<AffineMap, 4> getIndices(Value *value) { |
| SmallVector<AffineMap, 4> indices; |
| for (auto &index : tensorIndices[value]) { |
| indices.push_back(index.first); |
| } |
| return indices; |
| } |
| |
| /// For a given tensor in the source dialect and index, return the index of |
| /// all operands needed to compute the result. |
| ArrayRef<AffineMap> getOperandIndices(Value *value, AffineMap index) { |
| return tensorIndices[value][index]; |
| } |
| |
| private: |
| /// Returns the Value corresponding to the AffineExpr `expr` by either |
| /// previously generated value for the same index, or by generating the value. |
| /// This version assumes the insertion point/Location has already been set. |
| Value *getValueInternal(AffineExpr expr) { |
| auto &val = exprToDstValue[expr]; |
| if (!val) { |
| val = visit(expr); |
| } |
| return val; |
| } |
| |
| OpBuilder builder; |
| |
| Location location; |
| |
| /// Map from launch dimension to scalar value. |
| DenseMap<unsigned, Value *> threadDimToDstValue; |
| |
| /// Cache of affine expression to scalar value. TODO(ravishankarm) : Might |
| /// need to be changed if we are handling control flow within the dispatch |
| /// function. |
| DenseMap<AffineExpr, Value *> exprToDstValue; |
| |
| /// Map from tensor value in source dialect to list of indices of the tensor |
| /// needed within a workitem to compute the results of the dispatch function. |
| IndexComputationCache &tensorIndices; |
| }; |
| } // namespace iree_compiler |
| } // namespace mlir |
| |
| #endif // IREE_COMPILER_TRANSLATION_SPIRV_AFFINEEXPRCODGEN_H |