//===- Linalg.cpp - C Interface for Linalg dialect ------------------------===// // // 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-c/Dialect/Linalg.h" #include "mlir/CAPI/Registration.h" #include "mlir/Dialect/Linalg/IR/Linalg.h" using namespace mlir; using namespace mlir::linalg; /// Apply the special region builder for the builtin named Linalg op. /// Assert that `op` is a builtin named Linalg op. void mlirLinalgFillBuiltinNamedOpRegion(MlirOperation mlirOp) { Operation *op = unwrap(mlirOp); auto linalgOp = cast(op); auto *dialect = static_cast(linalgOp->getDialect()); LinalgDialect::RegionBuilderFunType fun = dialect->getRegionBuilder(op->getName().getStringRef()); assert(fun && "Expected a builtin named Linalg op."); assert(op->getNumRegions() == 1 && "Expected Linalg op with 1 region"); assert(op->getRegion(0).getBlocks().empty() && "Expected Linalg op with 0 blocks"); SmallVector argTypes; SmallVector argLocs; for (OpOperand &opOperand : linalgOp->getOpOperands()) { argTypes.push_back(getElementTypeOrSelf(opOperand.get().getType())); argLocs.push_back(opOperand.get().getLoc()); } ImplicitLocOpBuilder b(op->getLoc(), op->getContext()); Region ®ion = op->getRegion(0); Block *body = b.createBlock(®ion, /*insertPt=*/{}, argTypes, argLocs); b.setInsertionPointToStart(body); fun(b, *body, op->getAttrs(), /*emitError=*/{}); } MLIR_CAPI_EXPORTED bool mlirLinalgIsAContractionOp(MlirOperation op) { auto linalgOp = llvm::dyn_cast(unwrap(op)); // isaContractionOpInterface handles null linalgOp internally. return linalg::isaContractionOpInterface(linalgOp); } MLIR_CAPI_EXPORTED MlirLinalgContractionDimensions mlirLinalgInferContractionDimensions(MlirOperation op) { MlirLinalgContractionDimensions result{}; auto linalgOp = dyn_cast(unwrap(op)); if (!linalgOp) return result; FailureOr maybeDims = linalg::inferContractionDims(linalgOp); if (failed(maybeDims)) return result; linalg::ContractionDimensions contractionDims = *maybeDims; MLIRContext *ctx = linalgOp.getContext(); auto toAttr = [&ctx](const SmallVector &vals) -> MlirAttribute { return wrap( DenseI32ArrayAttr::get(ctx, llvm::to_vector_of(vals))); }; result.batch = toAttr(contractionDims.batch); result.m = toAttr(contractionDims.m); result.n = toAttr(contractionDims.n); result.k = toAttr(contractionDims.k); return result; } MLIR_CAPI_EXPORTED bool mlirLinalgIsAConvolutionOp(MlirOperation op) { auto linalgOp = llvm::dyn_cast(unwrap(op)); if (!linalgOp) return false; return linalg::isaConvolutionOpInterface(linalgOp); } MLIR_CAPI_EXPORTED MlirLinalgConvolutionDimensions mlirLinalgInferConvolutionDimensions(MlirOperation op) { MlirLinalgConvolutionDimensions result{}; auto linalgOp = llvm::dyn_cast(unwrap(op)); if (!linalgOp) return result; FailureOr maybeDims = linalg::inferConvolutionDims(linalgOp); if (failed(maybeDims)) return result; linalg::ConvolutionDimensions dims = *maybeDims; MLIRContext *ctx = linalgOp.getContext(); auto toI32Attr = [&ctx](const SmallVector &vals) -> MlirAttribute { return wrap(DenseI32ArrayAttr::get(ctx, llvm::to_vector_of(vals))); }; auto toI64Attr = [&ctx](const SmallVector &vals) -> MlirAttribute { return wrap(DenseI64ArrayAttr::get(ctx, vals)); }; result.batch = toI32Attr(dims.batch); result.outputImage = toI32Attr(dims.outputImage); result.outputChannel = toI32Attr(dims.outputChannel); result.filterLoop = toI32Attr(dims.filterLoop); result.inputChannel = toI32Attr(dims.inputChannel); result.depth = toI32Attr(dims.depth); result.strides = toI64Attr(dims.strides); result.dilations = toI64Attr(dims.dilations); return result; } MLIR_CAPI_EXPORTED MlirAttribute mlirLinalgGetIndexingMapsAttribute(MlirOperation op) { auto linalgOp = llvm::dyn_cast(unwrap(op)); if (!linalgOp) return MlirAttribute{nullptr}; ArrayAttr attr = linalgOp.getIndexingMaps(); return wrap(attr); } MLIR_DEFINE_CAPI_DIALECT_REGISTRATION(Linalg, linalg, LinalgDialect)