CUBLAS API support status (v1.7)-ZHENWU PPU Cloud Service(ppu)-阿里云帮助中心

cublas

This table compares the support status of CUBLAS APIs to cublas 11.9.2.

Most APIs used in common Neural Network (NN) scenarios are supported and optimized.
All APIs can be supported by software and have no current PPU hardware limitations. Additional API support will be added in future software versions based on priority.
The current API support rate is 30.7% (89 out of 290). Unsupported APIs fall into the following main categories:
1. Number of data types: 131
2. Special matrix types (such as symmetric, compressed, and triangular): 36
3. Helper functions (such as set/get and memcpy): 18
4. Batched gemv: 12
5. Uncommon algorithms (such as matrix addition geam and matrix inversion matinv): 4
Because AI scenarios do not involve complex data types or special matrix types, the API support rate for AI scenarios is 72.4% (89 out of 123).

API	cublas 11.9.2	PPU 1.7	Description
cublasCreate_v2	Yes	Yes
cublasDestroy_v2	Yes	Yes
cublasGetProperty	Yes	Yes
cublasSetStream_v2	Yes	Yes
cublasGetStream_v2	Yes	Yes
cublasGetMathMode	Yes	Yes
cublasSetMathMode	Yes	Yes
cublasGetPointerMode_v2	Yes	Yes
cublasSetPointerMode_v2	Yes	Yes
cublasSetWorkspace_v2	Yes	Yes
cublasGetStatusString	Yes	Yes
cublasIamaxEx	Yes	Yes
cublasIsamax_v2	Yes	Yes
cublasIdamax_v2	Yes	Yes
cublasIaminEx	Yes	Yes
cublasIsamin_v2	Yes	Yes
cublasIdamin_v2	Yes	Yes
cublasAsumEx	Yes	Yes
cublasSasum_v2	Yes	Yes
cublasDasum_v2	Yes	Yes
cublasAxpyEx	Yes	Yes
cublasSaxpy_v2	Yes	Yes
cublasDaxpy_v2	Yes	Yes
cublasCopyEx	Yes	Yes
cublasScopy_v2	Yes	Yes
cublasDcopy_v2	Yes	Yes
cublasDotEx	Yes	Yes
cublasSdot_v2	Yes	Yes
cublasDdot_v2	Yes	Yes
cublasNrm2Ex	Yes	Yes
cublasSnrm2_v2	Yes	Yes
cublasDnrm2_v2	Yes	Yes
cublasRotEx	Yes	Yes
cublasSrot_v2	Yes	Yes
cublasDrot_v2	Yes	Yes
cublasRotgEx	Yes	Yes
cublasSrotg_v2	Yes	Yes
cublasDrotg_v2	Yes	Yes
cublasRotmEx	Yes	Yes
cublasSrotm_v2	Yes	Yes
cublasDrotm_v2	Yes	Yes
cublasRotmgEx	Yes	Yes
cublasSrotmg_v2	Yes	Yes
cublasDrotmg_v2	Yes	Yes
cublasScalEx	Yes	Yes
cublasSscal_v2	Yes	Yes
cublasDscal_v2	Yes	Yes
cublasSwapEx	Yes	Yes
cublasSswap_v2	Yes	Yes
cublasDswap_v2	Yes	Yes
cublasSgemv_v2	Yes	Yes
cublasDgemv_v2	Yes	Yes
cublasSgemm_v2	Yes	Yes
cublasDgemm_v2	Yes	Yes
cublasHgemm	Yes	Yes
cublasSgemmEx	Yes	Yes
cublasGemmEx	Yes	Yes
cublasHgemmBatched	Yes	Yes
cublasSgemmBatched	Yes	Yes
cublasGemmBatchedEx	Yes	Yes
cublasGemmStridedBatchedEx	Yes	Yes
cublasSgemmStridedBatched	Yes	Yes
cublasDgemmBatched	Yes	Yes
cublasDgemmStridedBatched	Yes	Yes
cublasHgemmStridedBatched	Yes	Yes
cublasSgetrfBatched	Yes	Yes
cublasDgetrfBatched	Yes	Yes
cublasSgetrsBatched	Yes	Yes
cublasDgetrsBatched	Yes	Yes
cublasSger_v2	Yes	Yes
cublasDger_v2	Yes	Yes
cublasSsyr_v2	Yes	Yes
cublasDsyr_v2	Yes	Yes
cublasSspr_v2	Yes	Yes
cublasDspr_v2	Yes	Yes
cublasSsyr2_v2	Yes	Yes
cublasDsyr2_v2	Yes	Yes
cublasSspr2_v2	Yes	Yes
cublasDspr2_v2	Yes	Yes
cublasStrsm_v2	Yes	Yes
cublasDtrsm_v2	Yes	Yes
cublasStrsmBatched	Yes	Yes
cublasDtrsmBatched	Yes	Yes
cublasSgetriBatched	Yes	Yes
cublasDgetriBatched	Yes	Yes
cublasSgeqrfBatched	Yes	Yes
cublasDgeqrfBatched	Yes	Yes
cublasSgelsBatched	Yes	Yes
cublasDgelsBatched	Yes	Yes
cublasGetVersion_v2	Yes	No	Get version
cublasGetCudartVersion	Yes	No	Get version
cublasGetAtomicsMode	Yes	No	Set/Get Atomics parameters
cublasSetAtomicsMode	Yes	No	Set/Get Atomics parameters
cublasGetSmCountTarget	Yes	No	Set/Get SmCount parameters
cublasSetSmCountTarget	Yes	No	Set/Get SmCount parameters
cublasGetStatusName	Yes	No	Get status string
cublasLoggerConfigure	Yes	No	Configure callback function
cublasSetLoggerCallback	Yes	No	Set/Get callback function
cublasGetLoggerCallback	Yes	No	Set/Get callback function
cublasSetVector	Yes	No	memcpy H2D/D2H
cublasGetVector	Yes	No
cublasSetMatrix	Yes	No
cublasGetMatrix	Yes	No
cublasSetVectorAsync	Yes	No
cublasGetVectorAsync	Yes	No
cublasSetMatrixAsync	Yes	No
cublasGetMatrixAsync	Yes	No
cublasSgemvBatched	Yes	No	gemv variants: batched and StridedBatched
cublasDgemvBatched	Yes	No
cublasCgemvBatched	Yes	No
cublasZgemvBatched	Yes	No
cublasHSHgemvBatched	Yes	No
cublasHSSgemvBatched	Yes	No
cublasTSTgemvBatched	Yes	No
cublasTSSgemvBatched	Yes	No
cublasSgemvStridedBatched	Yes	No
cublasDgemvStridedBatched	Yes	No
cublasCgemvStridedBatched	Yes	No
cublasZgemvStridedBatched	Yes	No
cublasHSHgemvStridedBatched	Yes	No
cublasHSSgemvStridedBatched	Yes	No
cublasTSTgemvStridedBatched	Yes	No
cublasTSSgemvStridedBatched	Yes	No
cublasScnrm2_v2	Yes	No	Level 1 complex types
cublasDznrm2_v2	Yes	No
cublasDotcEx	Yes	No
cublasCdotu_v2	Yes	No
cublasCdotc_v2	Yes	No
cublasZdotu_v2	Yes	No
cublasZdotc_v2	Yes	No
cublasCscal_v2	Yes	No
cublasCsscal_v2	Yes	No
cublasZscal_v2	Yes	No
cublasZdscal_v2	Yes	No
cublasCaxpy_v2	Yes	No
cublasZaxpy_v2	Yes	No
cublasCcopy_v2	Yes	No
cublasZcopy_v2	Yes	No
cublasCswap_v2	Yes	No
cublasZswap_v2	Yes	No
cublasIcamax_v2	Yes	No
cublasIzamax_v2	Yes	No
cublasIcamin_v2	Yes	No
cublasIzamin_v2	Yes	No
cublasScasum_v2	Yes	No
cublasDzasum_v2	Yes	No
cublasCrot_v2	Yes	No
cublasCsrot_v2	Yes	No
cublasZrot_v2	Yes	No
cublasZdrot_v2	Yes	No
cublasCrotg_v2	Yes	No
cublasZrotg_v2	Yes	No
cublasCgemv_v2	Yes	No	gemv complex types
cublasZgemv_v2	Yes	No	gemv complex types
cublasCgemm_v2	Yes	No	gemm complex types
cublasCgemm3m	Yes	No
cublasCgemm3mEx	Yes	No
cublasZgemm_v2	Yes	No
cublasZgemm3m	Yes	No
cublasCgemmEx	Yes	No
cublasCgemmBatched	Yes	No	Batched gemm complex types
cublasCgemm3mBatched	Yes	No
cublasZgemmBatched	Yes	No
cublasCgemmStridedBatched	Yes	No
cublasCgemm3mStridedBatched	Yes	No
cublasZgemmStridedBatched	Yes	No
cublasCgetrfBatched	Yes	No	getrf complex types
cublasZgetrfBatched	Yes	No	getrf complex types
cublasCgetrsBatched	Yes	No	GETRI for Complex Types
cublasZgetrsBatched	Yes	No	GETRI for Complex Types
cublasSgbmv_v2	Yes	No	gbmv (banded matrix-vector mul)
cublasDgbmv_v2	Yes	No
cublasCgbmv_v2	Yes	No
cublasZgbmv_v2	Yes	No
cublasStrmv_v2	Yes	No	trmv (triangular matrix-vector mul)
cublasDtrmv_v2	Yes	No
cublasCtrmv_v2	Yes	No
cublasZtrmv_v2	Yes	No
cublasStbmv_v2	Yes	No	tbmv (triangular banded matrix-vector mul)
cublasDtbmv_v2	Yes	No
cublasCtbmv_v2	Yes	No
cublasZtbmv_v2	Yes	No
cublasStpmv_v2	Yes	No	TPMV (Triangular Banded Matrix-Vector Multiplication)
cublasDtpmv_v2	Yes	No
cublasCtpmv_v2	Yes	No
cublasZtpmv_v2	Yes	No
cublasStrsv_v2	Yes	No	trsv (solves a triangular linear system with a single right-hand side)
cublasDtrsv_v2	Yes	No
cublasCtrsv_v2	Yes	No
cublasZtrsv_v2	Yes	No
cublasStpsv_v2	Yes	No	tpsv (solves a packed triangular linear system with a single right-hand side)
cublasDtpsv_v2	Yes	No
cublasCtpsv_v2	Yes	No
cublasZtpsv_v2	Yes	No
cublasStbsv_v2	Yes	No	tbsv (solves a triangular banded linear system with a single right-hand side)
cublasDtbsv_v2	Yes	No
cublasCtbsv_v2	Yes	No
cublasZtbsv_v2	Yes	No
cublasSsymv_v2	Yes	No	symv (symmetric matrix-vector mul)
cublasDsymv_v2	Yes	No
cublasCsymv_v2	Yes	No
cublasZsymv_v2	Yes	No
cublasChemv_v2	Yes	No	hemv (Hermitian matrix-vector mul)
cublasZhemv_v2	Yes	No	hemv (Hermitian matrix-vector mul)
cublasSsbmv_v2	Yes	No	sbmv (symmetric banded matrix-vector mul)
cublasDsbmv_v2	Yes	No	sbmv (symmetric banded matrix-vector mul)
cublasChbmv_v2	Yes	No	hbmv (Hermitian banded matrix-vector mul)
cublasZhbmv_v2	Yes	No	hbmv (Hermitian banded matrix-vector mul)
cublasSspmv_v2	Yes	No	spmv (symmetric packed matrix-vector mul)
cublasDspmv_v2	Yes	No	spmv (symmetric packed matrix-vector mul)
cublasChpmv_v2	Yes	No	hpmv (Hermitian packed matrix-vector mul)
cublasZhpmv_v2	Yes	No	hpmv (Hermitian packed matrix-vector mul)
cublasCgeru_v2	Yes	No	ger (general rank-1 update) complex types
cublasCgerc_v2	Yes	No
cublasZgeru_v2	Yes	No
cublasZgerc_v2	Yes	No
cublasCsyr_v2	Yes	No	syr (symmetric rank-1 update) complex types
cublasZsyr_v2	Yes	No	syr (symmetric rank-1 update) complex types
cublasCher_v2	Yes	No	her (Hermitian rank-1 update)
cublasZher_v2	Yes	No	her (Hermitian rank-1 update)
cublasChpr_v2	Yes	No	hpr (packed Hermitian rank-1 update)
cublasZhpr_v2	Yes	No	hpr (packed Hermitian rank-1 update)
cublasCsyr2_v2	Yes	No	syr2 (symmetric rank-2 update) complex types
cublasZsyr2_v2	Yes	No	syr2 (symmetric rank-2 update) complex types
cublasCher2_v2	Yes	No	her2 (Hermitian rank-2 update)
cublasZher2_v2	Yes	No	her2 (Hermitian rank-2 update)
cublasChpr2_v2	Yes	No	hpr2 (packed Hermitian rank-2 update)
cublasZhpr2_v2	Yes	No	hpr2 (packed Hermitian rank-2 update)
cublasSsyrk_v2	Yes	No	syrk (symmetric rank-k update)
cublasDsyrk_v2	Yes	No
cublasCsyrk_v2	Yes	No
cublasZsyrk_v2	Yes	No
cublasCsyrkEx	Yes	No
cublasCsyrk3mEx	Yes	No
cublasCherk_v2	Yes	No	herk (Hermitian rank-k update)
cublasZherk_v2	Yes	No
cublasCherkEx	Yes	No
cublasCherk3mEx	Yes	No
cublasSsyr2k_v2	Yes	No	syr2k (symmetric rank-2k update)
cublasDsyr2k_v2	Yes	No
cublasCsyr2k_v2	Yes	No
cublasZsyr2k_v2	Yes	No
cublasCher2k_v2	Yes	No	Hermitian rank-2 update (her2k)
cublasZher2k_v2	Yes	No	Hermitian rank-2 update (her2k)
cublasSsyrkx	Yes	No	syrkx (variation of symmetric rank-k update)
cublasDsyrkx	Yes	No
cublasCsyrkx	Yes	No
cublasZsyrkx	Yes	No
cublasCherkx	Yes	No	herkx (variation of Hermitian rank-k update)
cublasZherkx	Yes	No	herkx (variation of Hermitian rank-k update)
cublasSsymm_v2	Yes	No	symm (symmetric matrix-matrix mul)
cublasDsymm_v2	Yes	No
cublasCsymm_v2	Yes	No
cublasZsymm_v2	Yes	No
cublasChemm_v2	Yes	No	hemm (Hermitian matrix-matrix mul)
cublasZhemm_v2	Yes	No	hemm (Hermitian matrix-matrix mul)
cublasCtrsm_v2	Yes	No	trsm (solves a triangular linear system with multiple right-hand sides) complex types
cublasZtrsm_v2	Yes	No
cublasStrmm_v2	Yes	No	trmm (triangular matrix-matrix mul)
cublasDtrmm_v2	Yes	No
cublasCtrmm_v2	Yes	No
cublasZtrmm_v2	Yes	No
cublasSgeam	Yes	No	geam (matrix-matrix addition)
cublasDgeam	Yes	No
cublasCgeam	Yes	No
cublasZgeam	Yes	No
cublasCgetriBatched	Yes	No	getri complex types
cublasZgetriBatched	Yes	No	getri complex types
cublasCtrsmBatched	Yes	No	trsmBatched complex types
cublasZtrsmBatched	Yes	No	trsmBatched complex types
cublasSmatinvBatched	Yes	No	Inversion of batched matrices
cublasDmatinvBatched	Yes	No
cublasCmatinvBatched	Yes	No
cublasZmatinvBatched	Yes	No
cublasCgeqrfBatched	Yes	No	geqrfBatched (QR factorization) complex types
cublasZgeqrfBatched	Yes	No	geqrfBatched (QR factorization) complex types
cublasCgelsBatched	Yes	No	gelsBatched (least squares problem) complex types
cublasZgelsBatched	Yes	No	gelsBatched (least squares problem) complex types
cublasSdgmm	Yes	No	dgmm (diagonal matrix-matrix mul)
cublasDdgmm	Yes	No
cublasCdgmm	Yes	No
cublasZdgmm	Yes	No
cublasStpttr	Yes	No
cublasDtpttr	Yes	No	tp2tr (triangular packed to triangular) / tr2tp (triangular to triangular packed)
cublasCtpttr	Yes	No
cublasZtpttr	Yes	No
cublasStrttp	Yes	No
cublasDtrttp	Yes	No
cublasCtrttp	Yes	No
cublasZtrttp	Yes	No

cublasLt

This table compares the support status of cublasLt APIs to cublasLt 11.9.2.

Most APIs used in common NN scenarios are supported and optimized.
All APIs can be supported by software and have no current PPU hardware limitations. Additional API support will be added in future software versions based on priority.
The current API support rate is 73.8% (31 out of 42).

API

cublasLt 11.9.2

PPU 1.7

Description

cublasLtCreate

Yes

cublasLtDestroy

Yes

cublasLtMatmul

Yes

cublasLtMatrixTransform

Yes

cublasLtMatrixLayoutInit_internal

Yes

cublasLtMatrixLayoutCreate

Yes

cublasLtMatrixLayoutDestroy

Yes

cublasLtMatrixLayoutSetAttribute

Yes

cublasLtMatrixLayoutGetAttribute

Yes

cublasLtMatmulDescInit_internal

Yes

cublasLtMatmulDescCreate

Yes

cublasLtMatmulDescDestroy

Yes

cublasLtMatmulDescSetAttribute

Yes

cublasLtMatmulDescGetAttribute

Yes

cublasLtMatrixTransformDescInit_internal

Yes

cublasLtMatrixTransformDescCreate

Yes

cublasLtMatrixTransformDescDestroy

Yes

cublasLtMatrixTransformDescSetAttribute

Yes

cublasLtMatrixTransformDescGetAttribute

Yes

cublasLtMatmulPreferenceInit_internal

Yes

cublasLtMatmulPreferenceCreate

Yes

cublasLtMatmulPreferenceDestroy

Yes

cublasLtMatmulPreferenceSetAttribute

Yes

cublasLtMatmulPreferenceGetAttribute

Yes

cublasLtMatmulAlgoGetHeuristic

Yes

cublasLtMatmulAlgoGetIds

Yes

cublasLtMatmulAlgoInit

Yes

cublasLtMatmulAlgoCheck

Yes

cublasLtMatmulAlgoCapGetAttribute

Yes

cublasLtMatmulAlgoConfigSetAttribute

Yes

cublasLtMatmulAlgoConfigGetAttribute

Yes

cublasLtGetVersion

Yes

Get version information

cublasLtGetCudartVersion

Yes

cublasLtGetProperty

Yes

cublasLtGetStatusName

Yes

Get status string

cublasLtGetStatusString

Yes

cublasLtLoggerSetCallback

Yes

Logger control options

cublasLtLoggerSetFile

Yes

cublasLtLoggerOpenFile

Yes

cublasLtLoggerSetLevel

Yes

cublasLtLoggerSetMask

Yes

cublasLtLoggerForceDisable

Yes