| //===-- mlir-c/Dialect/SparseTensor.h - C API for SparseTensor ----*- C -*-===// |
| // |
| // 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 |
| // |
| //===----------------------------------------------------------------------===// |
| |
| #ifndef MLIR_C_DIALECT_SPARSETENSOR_H |
| #define MLIR_C_DIALECT_SPARSETENSOR_H |
| |
| #include "mlir-c/AffineMap.h" |
| #include "mlir-c/IR.h" |
| |
| #ifdef __cplusplus |
| extern "C" { |
| #endif |
| |
| MLIR_DECLARE_CAPI_DIALECT_REGISTRATION(SparseTensor, sparse_tensor); |
| |
| /// Dimension level types (and properties) that define sparse tensors. |
| /// See the documentation in SparseTensorAttrDefs.td for their meaning. |
| /// |
| /// These correspond to SparseTensorEncodingAttr::LevelType in the C++ API. |
| /// If updating, keep them in sync and update the static_assert in the impl |
| /// file. |
| enum MlirSparseTensorLevelType { |
| MLIR_SPARSE_TENSOR_LEVEL_DENSE = 4, // 0b00001_00 |
| MLIR_SPARSE_TENSOR_LEVEL_COMPRESSED = 8, // 0b00010_00 |
| MLIR_SPARSE_TENSOR_LEVEL_COMPRESSED_NU = 9, // 0b00010_01 |
| MLIR_SPARSE_TENSOR_LEVEL_COMPRESSED_NO = 10, // 0b00010_10 |
| MLIR_SPARSE_TENSOR_LEVEL_COMPRESSED_NU_NO = 11, // 0b00010_11 |
| MLIR_SPARSE_TENSOR_LEVEL_SINGLETON = 16, // 0b00100_00 |
| MLIR_SPARSE_TENSOR_LEVEL_SINGLETON_NU = 17, // 0b00100_01 |
| MLIR_SPARSE_TENSOR_LEVEL_SINGLETON_NO = 18, // 0b00100_10 |
| MLIR_SPARSE_TENSOR_LEVEL_SINGLETON_NU_NO = 19, // 0b00100_11 |
| MLIR_SPARSE_TENSOR_LEVEL_LOOSE_COMPRESSED = 32, // 0b01000_00 |
| MLIR_SPARSE_TENSOR_LEVEL_LOOSE_COMPRESSED_NU = 33, // 0b01000_01 |
| MLIR_SPARSE_TENSOR_LEVEL_LOOSE_COMPRESSED_NO = 34, // 0b01000_10 |
| MLIR_SPARSE_TENSOR_LEVEL_LOOSE_COMPRESSED_NU_NO = 35, // 0b01000_11 |
| MLIR_SPARSE_TENSOR_LEVEL_TWO_OUT_OF_FOUR = 64, // 0b10000_00 |
| }; |
| |
| //===----------------------------------------------------------------------===// |
| // SparseTensorEncodingAttr |
| //===----------------------------------------------------------------------===// |
| |
| /// Checks whether the given attribute is a `sparse_tensor.encoding` attribute. |
| MLIR_CAPI_EXPORTED bool |
| mlirAttributeIsASparseTensorEncodingAttr(MlirAttribute attr); |
| |
| /// Creates a `sparse_tensor.encoding` attribute with the given parameters. |
| MLIR_CAPI_EXPORTED MlirAttribute mlirSparseTensorEncodingAttrGet( |
| MlirContext ctx, intptr_t lvlRank, |
| enum MlirSparseTensorLevelType const *lvlTypes, MlirAffineMap dimToLvl, |
| MlirAffineMap lvlTodim, int posWidth, int crdWidth); |
| |
| /// Returns the level-rank of the `sparse_tensor.encoding` attribute. |
| MLIR_CAPI_EXPORTED intptr_t |
| mlirSparseTensorEncodingGetLvlRank(MlirAttribute attr); |
| |
| /// Returns a specified level-type of the `sparse_tensor.encoding` attribute. |
| MLIR_CAPI_EXPORTED enum MlirSparseTensorLevelType |
| mlirSparseTensorEncodingAttrGetLvlType(MlirAttribute attr, intptr_t lvl); |
| |
| /// Returns the dimension-to-level mapping of the `sparse_tensor.encoding` |
| /// attribute. |
| MLIR_CAPI_EXPORTED MlirAffineMap |
| mlirSparseTensorEncodingAttrGetDimToLvl(MlirAttribute attr); |
| |
| /// Returns the level-to-dimension mapping of the `sparse_tensor.encoding` |
| /// attribute. |
| MLIR_CAPI_EXPORTED MlirAffineMap |
| mlirSparseTensorEncodingAttrGetLvlToDim(MlirAttribute attr); |
| |
| /// Returns the position bitwidth of the `sparse_tensor.encoding` attribute. |
| MLIR_CAPI_EXPORTED int |
| mlirSparseTensorEncodingAttrGetPosWidth(MlirAttribute attr); |
| |
| /// Returns the coordinate bitwidth of the `sparse_tensor.encoding` attribute. |
| MLIR_CAPI_EXPORTED int |
| mlirSparseTensorEncodingAttrGetCrdWidth(MlirAttribute attr); |
| |
| #ifdef __cplusplus |
| } |
| #endif |
| |
| #include "mlir/Dialect/SparseTensor/Transforms/Passes.capi.h.inc" |
| |
| #endif // MLIR_C_DIALECT_SPARSETENSOR_H |