[HIPIFY][SPARSE] Data types support
+ Add all cuSPARSE types + Update CUSPARSE_API_supported_by_HIP.md + Update README.md
Bu işleme şunda yer alıyor:
emankov
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# CUSPARSE API supported by HIP
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## **1. CUSPARSE Data types**
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| **type** | **CUDA** | **HIP** |
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|-------------:|---------------------------------------------------------------|------------------------------------------------------------|
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| enum |***`cusparseAction_t`*** |***`hipsparseAction_t`*** |
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| 0 |*`CUSPARSE_ACTION_SYMBOLIC`* |*`HIPSPARSE_ACTION_SYMBOLIC`* |
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| 1 |*`CUSPARSE_ACTION_NUMERIC`* |*`HIPSPARSE_ACTION_NUMERIC`* |
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| enum |***`cusparseDirection_t`*** | |
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| 0 |*`CUSPARSE_DIRECTION_ROW`* | |
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| 1 |*`CUSPARSE_DIRECTION_COLUMN`* | |
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| enum |***`cusparseHybPartition_t`*** |***`hipsparseHybPartition_t`*** |
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| 0 |*`CUSPARSE_HYB_PARTITION_AUTO`* |*`HIPSPARSE_HYB_PARTITION_AUTO`* |
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| 1 |*`CUSPARSE_HYB_PARTITION_USER`* |*`HIPSPARSE_HYB_PARTITION_USER`* |
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| 2 |*`CUSPARSE_HYB_PARTITION_MAX`* |*`HIPSPARSE_HYB_PARTITION_MAX`* |
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| enum |***`cusparseDiagType_t`*** |***`hipsparseDiagType_t`*** |
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| 0 |*`CUSPARSE_DIAG_TYPE_NON_UNIT`* |*`HIPSPARSE_DIAG_TYPE_NON_UNIT`* |
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| 1 |*`CUSPARSE_DIAG_TYPE_UNIT`* |*`HIPSPARSE_DIAG_TYPE_UNIT`* |
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| enum |***`cusparseFillMode_t`*** |***`hipsparseFillMode_t`*** |
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| 0 |*`CUSPARSE_FILL_MODE_LOWER`* |*`HIPSPARSE_FILL_MODE_LOWER`* |
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| 1 |*`CUSPARSE_FILL_MODE_UPPER`* |*`HIPSPARSE_FILL_MODE_UPPER`* |
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| enum |***`cusparseIndexBase_t`*** |***`hipsparseIndexBase_t`*** |
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| 0 |*`CUSPARSE_INDEX_BASE_ZERO`* |*`HIPSPARSE_INDEX_BASE_ZERO`* |
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| 1 |*`CUSPARSE_INDEX_BASE_ONE`* |*`HIPSPARSE_INDEX_BASE_ONE`* |
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| enum |***`cusparseMatrixType_t`*** |***`hipsparseMatrixType_t`*** |
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| 0 |*`CUSPARSE_MATRIX_TYPE_GENERAL`* |*`HIPSPARSE_MATRIX_TYPE_GENERAL`* |
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| 1 |*`CUSPARSE_MATRIX_TYPE_SYMMETRIC`* |*`HIPSPARSE_MATRIX_TYPE_SYMMETRIC`* |
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| 2 |*`CUSPARSE_MATRIX_TYPE_HERMITIAN`* |*`HIPSPARSE_MATRIX_TYPE_HERMITIAN`* |
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| 3 |*`CUSPARSE_MATRIX_TYPE_TRIANGULAR`* |*`HIPSPARSE_MATRIX_TYPE_TRIANGULAR`* |
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| enum |***`cusparseOperation_t`*** |***`hipsparseOperation_t`*** |
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| 0 |*`CUSPARSE_OPERATION_NON_TRANSPOSE`* |*`HIPSPARSE_OPERATION_NON_TRANSPOSE`* |
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| 1 |*`CUSPARSE_OPERATION_TRANSPOSE`* |*`HIPSPARSE_OPERATION_TRANSPOSE`* |
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| 2 |*`CUSPARSE_OPERATION_CONJUGATE_TRANSPOSE`* |*`HIPSPARSE_OPERATION_CONJUGATE_TRANSPOSE`* |
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| enum |***`cusparsePointerMode_t`*** |***`hipsparsePointerMode_t`*** |
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| 0 |*`CUSPARSE_POINTER_MODE_HOST`* |*`HIPSPARSE_POINTER_MODE_HOST`* |
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| 1 |*`CUSPARSE_POINTER_MODE_DEVICE`* |*`HIPSPARSE_POINTER_MODE_DEVICE`* |
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| enum |***`cusparseAlgMode_t`*** | |
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| 0 |*`CUSPARSE_ALG0`* | |
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| 1 |*`CUSPARSE_ALG1`* | |
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| 0 |*`CUSPARSE_ALG_NAIVE`* | |
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| 1 |*`CUSPARSE_ALG_MERGE_PATH`* | |
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| enum |***`cusparseSolvePolicy_t`*** |***`hipsparseSolvePolicy_t`*** |
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| 0 |*`CUSPARSE_SOLVE_POLICY_NO_LEVEL`* |*`HIPSPARSE_SOLVE_POLICY_NO_LEVEL`* |
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| 1 |*`CUSPARSE_SOLVE_POLICY_USE_LEVEL`* |*`HIPSPARSE_SOLVE_POLICY_USE_LEVEL`* |
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| enum |***`cusparseStatus_t`*** |***`hipsparseMatrixType_t`*** |
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| 0 |*`CUSPARSE_STATUS_SUCCESS`* |*`HIPSPARSE_STATUS_SUCCESS`* |
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| 1 |*`CUSPARSE_STATUS_NOT_INITIALIZED`* |*`HIPSPARSE_STATUS_NOT_INITIALIZED`* |
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| 2 |*`CUSPARSE_STATUS_ALLOC_FAILED`* |*`HIPSPARSE_STATUS_ALLOC_FAILED`* |
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| 3 |*`CUSPARSE_STATUS_INVALID_VALUE`* |*`HIPSPARSE_STATUS_INVALID_VALUE`* |
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| 4 |*`CUSPARSE_STATUS_ARCH_MISMATCH`* |*`HIPSPARSE_STATUS_ARCH_MISMATCH`* |
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| 5 |*`CUSPARSE_STATUS_MAPPING_ERROR`* |*`HIPSPARSE_STATUS_MAPPING_ERROR`* |
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| 6 |*`CUSPARSE_STATUS_EXECUTION_FAILED`* |*`HIPSPARSE_STATUS_EXECUTION_FAILED`* |
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| 7 |*`CUSPARSE_STATUS_INTERNAL_ERROR`* |*`HIPSPARSE_STATUS_INTERNAL_ERROR`* |
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| 8 |*`CUSPARSE_STATUS_MATRIX_TYPE_NOT_SUPPORTED`* |*`HIPSPARSE_STATUS_MATRIX_TYPE_NOT_SUPPORTED`* |
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| 9 |*`CUSPARSE_STATUS_ZERO_PIVOT`* |*`HIPSPARSE_STATUS_ZERO_PIVOT`* |
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| struct |`cusparseContext` | |
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| typedef |`cusparseHandle_t` |`hipsparseHandle_t` |
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| struct |`cusparseHybMat` | |
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| typedef |`cusparseHybMat_t` |`hipsparseHybMat_t` |
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| struct |`cusparseMatDescr` | |
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| typedef |`cusparseMatDescr_t` |`hipsparseMatDescr_t` |
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| struct |`cusparseSolveAnalysisInfo` | |
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| typedef |`cusparseSolveAnalysisInfo_t` | |
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| struct |`csrsv2Info` | |
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| typedef |`csrsv2Info_t` |`csrsv2Info_t` |
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| struct |`csrsm2Info` | |
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| typedef |`csrsm2Info_t` | |
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| struct |`bsrsv2Info` | |
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| typedef |`bsrsv2Info_t` | |
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| struct |`bsrsm2Info` | |
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| typedef |`bsrsm2Info_t` | |
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| struct |`bsric02Info` | |
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| typedef |`bsric02Info_t` | |
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| struct |`csrilu02Info` | |
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| typedef |`csrilu02Info_t` |`csrilu02Info_t` |
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| struct |`bsrilu02Info` | |
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| typedef |`bsrilu02Info_t` | |
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| struct |`csru2csrInfo` | |
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| typedef |`csru2csrInfo_t` | |
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| struct |`cusparseColorInfo` | |
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| typedef |`cusparseColorInfo_t` | |
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| struct |`pruneInfo` | |
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| typedef |`pruneInfo_t` | |
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## **2. CUSPARSE API functions**
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| **CUDA** | **HIP** |
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|-----------------------------------------------------------|-------------------------------------------------|
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@@ -27,13 +27,14 @@
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- [cuRAND](../docs/markdown/CURAND_API_supported_by_HIP.md)
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- [cuDNN](../docs/markdown/CUDNN_API_supported_by_HIP.md)
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- [cuFFT](../docs/markdown/CUFFT_API_supported_by_HIP.md)
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- [cuSPARSE](../docs/markdown/CUSPARSE_API_supported_by_HIP.md)
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## <a name="dependencies"></a> Dependencies
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`hipify-clang` requires:
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1. LLVM+CLANG of at least version 3.8.0, latest stable and recommended release: 6.0.1 (linux and windows).
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2. CUDA at least version 7.5, latest supported release is 9.2.
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2. CUDA at least version 7.5, latest supported release is 9.0.
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| **LLVM release version** | **CUDA latest supported version** | **Comments** |
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|:------------------------:|:---------------------------------:|:------------:|
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@@ -2,4 +2,110 @@
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// Maps the names of CUDA SPARSE API types to the corresponding HIP types
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const std::map<llvm::StringRef, hipCounter> CUDA_SPARSE_TYPE_NAME_MAP{
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// 1. Structs
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{"cusparseContext", {"hipsparseContext", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseHandle_t", {"hipsparseHandle_t", CONV_TYPE, API_SPARSE}},
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{"cusparseHybMat", {"hipsparseHybMat", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseHybMat_t", {"hipsparseHybMat_t", CONV_TYPE, API_SPARSE}},
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{"cusparseMatDescr", {"hipsparseMatDescr", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseMatDescr_t", {"hipsparseMatDescr_t", CONV_TYPE, API_SPARSE}},
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{"cusparseSolveAnalysisInfo", {"hipsparseSolveAnalysisInfo", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseSolveAnalysisInfo_t", {"hipsparseSolveAnalysisInfo_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"csrsv2Info", {"csrsv2Info", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"csrsv2Info_t", {"csrsv2Info_t", CONV_TYPE, API_SPARSE}},
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{"csrsm2Info", {"csrsm2Info", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"csrsm2Info_t", {"csrsm2Info_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"bsrsv2Info", {"bsrsv2Info", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"bsrsv2Info_t", {"bsrsv2Info_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"bsrsm2Info", {"bsrsm2Info", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"bsrsm2Info_t", {"bsrsm2Info_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"bsric02Info", {"bsric02Info", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"bsric02Info_t", {"bsric02Info_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"csrilu02Info", {"csrilu02Info", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"csrilu02Info_t", {"csrilu02Info_t", CONV_TYPE, API_SPARSE}},
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{"bsrilu02Info", {"bsrilu02Info", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"bsrilu02Info_t", {"bsrilu02Info_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"csru2csrInfo", {"csru2csrInfo", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"csru2csrInfo_t", {"csru2csrInfo_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseColorInfo", {"hipsparseColorInfo", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseColorInfo_t", {"hipsparseColorInfo_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"pruneInfo", {"pruneInfo", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"pruneInfo_t", {"pruneInfo_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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// 2. Enums
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{"cusparseAction_t", {"hipsparseAction_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_ACTION_SYMBOLIC", {"HIPSPARSE_ACTION_SYMBOLIC", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_ACTION_NUMERIC", {"HIPSPARSE_ACTION_NUMERIC", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseDirection_t", {"hipsparseDirection_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"CUSPARSE_DIRECTION_ROW", {"HIPSPARSE_DIRECTION_ROW", CONV_NUMERIC_LITERAL, API_SPARSE, HIP_UNSUPPORTED}},
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{"CUSPARSE_DIRECTION_COLUMN", {"HIPSPARSE_DIRECTION_COLUMN", CONV_NUMERIC_LITERAL, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseHybPartition_t", {"hipsparseHybPartition_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_HYB_PARTITION_AUTO", {"HIPSPARSE_HYB_PARTITION_AUTO", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_HYB_PARTITION_USER", {"HIPSPARSE_HYB_PARTITION_USER", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_HYB_PARTITION_MAX", {"HIPSPARSE_HYB_PARTITION_MAX", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseDiagType_t", {"hipsparseDiagType_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_DIAG_TYPE_NON_UNIT", {"HIPSPARSE_DIAG_TYPE_NON_UNIT", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_DIAG_TYPE_UNIT", {"HIPSPARSE_DIAG_TYPE_UNIT", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseFillMode_t", {"hipsparseFillMode_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_FILL_MODE_LOWER", {"HIPSPARSE_FILL_MODE_LOWER", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_FILL_MODE_UPPER", {"HIPSPARSE_FILL_MODE_UPPER", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseIndexBase_t", {"hipsparseIndexBase_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_INDEX_BASE_ZERO", {"HIPSPARSE_INDEX_BASE_ZERO", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_INDEX_BASE_ONE", {"HIPSPARSE_INDEX_BASE_ONE", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseMatrixType_t", {"hipsparseMatrixType_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_MATRIX_TYPE_GENERAL", {"HIPSPARSE_MATRIX_TYPE_GENERAL", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_MATRIX_TYPE_SYMMETRIC", {"HIPSPARSE_MATRIX_TYPE_SYMMETRIC", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_MATRIX_TYPE_HERMITIAN", {"HIPSPARSE_MATRIX_TYPE_HERMITIAN", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_MATRIX_TYPE_TRIANGULAR", {"HIPSPARSE_MATRIX_TYPE_TRIANGULAR", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseOperation_t", {"hipsparseOperation_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_OPERATION_NON_TRANSPOSE", {"HIPSPARSE_OPERATION_NON_TRANSPOSE", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_OPERATION_TRANSPOSE", {"HIPSPARSE_OPERATION_TRANSPOSE", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_OPERATION_CONJUGATE_TRANSPOSE", {"HIPSPARSE_OPERATION_CONJUGATE_TRANSPOSE", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparsePointerMode_t", {"hipsparsePointerMode_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_POINTER_MODE_HOST", {"HIPSPARSE_POINTER_MODE_HOST", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_POINTER_MODE_DEVICE", {"HIPSPARSE_POINTER_MODE_DEVICE", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseAlgMode_t", {"hipsparseAlgMode_t", CONV_TYPE, API_SPARSE, HIP_UNSUPPORTED}},
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{"CUSPARSE_ALG0", {"CUSPARSE_ALG0", CONV_NUMERIC_LITERAL, API_SPARSE, HIP_UNSUPPORTED}},
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{"CUSPARSE_ALG1", {"CUSPARSE_ALG1", CONV_NUMERIC_LITERAL, API_SPARSE, HIP_UNSUPPORTED}},
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{"CUSPARSE_ALG_NAIVE", {"CUSPARSE_ALG_NAIVE", CONV_NUMERIC_LITERAL, API_SPARSE, HIP_UNSUPPORTED}},
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{"CUSPARSE_ALG_MERGE_PATH", {"CUSPARSE_ALG_MERGE_PATH", CONV_NUMERIC_LITERAL, API_SPARSE, HIP_UNSUPPORTED}},
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{"cusparseSolvePolicy_t", {"hipsparseSolvePolicy_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_SOLVE_POLICY_NO_LEVEL", {"HIPSPARSE_SOLVE_POLICY_NO_LEVEL", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_SOLVE_POLICY_USE_LEVEL", {"HIPSPARSE_SOLVE_POLICY_USE_LEVEL", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"cusparseStatus_t", {"hipsparseMatrixType_t", CONV_TYPE, API_SPARSE}},
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{"CUSPARSE_STATUS_SUCCESS", {"HIPSPARSE_STATUS_SUCCESS", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_NOT_INITIALIZED", {"HIPSPARSE_STATUS_NOT_INITIALIZED", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_ALLOC_FAILED", {"HIPSPARSE_STATUS_ALLOC_FAILED", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_INVALID_VALUE", {"HIPSPARSE_STATUS_INVALID_VALUE", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_ARCH_MISMATCH", {"HIPSPARSE_STATUS_ARCH_MISMATCH", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_MAPPING_ERROR", {"HIPSPARSE_STATUS_MAPPING_ERROR", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_EXECUTION_FAILED", {"HIPSPARSE_STATUS_EXECUTION_FAILED", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_INTERNAL_ERROR", {"HIPSPARSE_STATUS_INTERNAL_ERROR", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_MATRIX_TYPE_NOT_SUPPORTED", {"HIPSPARSE_STATUS_MATRIX_TYPE_NOT_SUPPORTED", CONV_NUMERIC_LITERAL, API_SPARSE}},
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{"CUSPARSE_STATUS_ZERO_PIVOT", {"HIPSPARSE_STATUS_ZERO_PIVOT", CONV_NUMERIC_LITERAL, API_SPARSE}},
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};
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