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[HIPIFY][#675][#677][SOLVER][feature] cuSOLVER support - Step 19 - …
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…Functions (DN)

+ `cusolverDn(S|D|C|Z)potrs` and `cusolverDn(S|D|C|Z)potrfBatched` are `SUPPORTED` by `hipSOLVER` only
+ [NOTE] `rocsolver_(s|d|c|z)potrs` and `rocsolver_(s|d|c|z)potrf_batched` have a harness of other HIP/ROC functions, thus `UNSUPPORTED`
+ Updated `SOLVER` synthetic tests, the regenerated hipify-perl, and `SOLVER` `CUDA2HIP` documentation
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@emankov
emankov committed Nov 27, 2023
1 parent ce6baa9 commit 100a676
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16 changes: 16 additions & 0 deletions bin/hipify-perl
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Original file line number Diff line number Diff line change
Expand Up @@ -1080,13 +1080,17 @@ my %experimental_funcs = (
"cusolverEigType_t" => "6.1.0",
"cusolverEigRange_t" => "6.1.0",
"cusolverEigMode_t" => "6.1.0",
"cusolverDnZpotrs" => "6.1.0",
"cusolverDnZpotrf_bufferSize" => "6.1.0",
"cusolverDnZpotrfBatched" => "6.1.0",
"cusolverDnZpotrf" => "6.1.0",
"cusolverDnZZgesv_bufferSize" => "6.1.0",
"cusolverDnZZgesv" => "6.1.0",
"cusolverDnZZgels_bufferSize" => "6.1.0",
"cusolverDnZZgels" => "6.1.0",
"cusolverDnSpotrs" => "6.1.0",
"cusolverDnSpotrf_bufferSize" => "6.1.0",
"cusolverDnSpotrfBatched" => "6.1.0",
"cusolverDnSpotrf" => "6.1.0",
"cusolverDnSgetrs" => "6.1.0",
"cusolverDnSgetrf_bufferSize" => "6.1.0",
Expand All @@ -1098,7 +1102,9 @@ my %experimental_funcs = (
"cusolverDnSSgels" => "6.1.0",
"cusolverDnHandle_t" => "6.1.0",
"cusolverDnGetStream" => "6.1.0",
"cusolverDnDpotrs" => "6.1.0",
"cusolverDnDpotrf_bufferSize" => "6.1.0",
"cusolverDnDpotrfBatched" => "6.1.0",
"cusolverDnDpotrf" => "6.1.0",
"cusolverDnDgetrs" => "6.1.0",
"cusolverDnDgetrf_bufferSize" => "6.1.0",
Expand All @@ -1109,7 +1115,9 @@ my %experimental_funcs = (
"cusolverDnDDgels_bufferSize" => "6.1.0",
"cusolverDnDDgels" => "6.1.0",
"cusolverDnCreate" => "6.1.0",
"cusolverDnCpotrs" => "6.1.0",
"cusolverDnCpotrf_bufferSize" => "6.1.0",
"cusolverDnCpotrfBatched" => "6.1.0",
"cusolverDnCpotrf" => "6.1.0",
"cusolverDnCCgesv_bufferSize" => "6.1.0",
"cusolverDnCCgesv" => "6.1.0",
Expand Down Expand Up @@ -1275,7 +1283,9 @@ sub experimentalSubstitutions {
subst("cusolverDnCCgesv", "hipsolverDnCCgesv", "library");
subst("cusolverDnCCgesv_bufferSize", "hipsolverDnCCgesv_bufferSize", "library");
subst("cusolverDnCpotrf", "hipsolverDnCpotrf", "library");
subst("cusolverDnCpotrfBatched", "hipsolverDnCpotrfBatched", "library");
subst("cusolverDnCpotrf_bufferSize", "hipsolverDnCpotrf_bufferSize", "library");
subst("cusolverDnCpotrs", "hipsolverDnCpotrs", "library");
subst("cusolverDnCreate", "hipsolverDnCreate", "library");
subst("cusolverDnDDgels", "hipsolverDnDDgels", "library");
subst("cusolverDnDDgels_bufferSize", "hipsolverDnDDgels_bufferSize", "library");
Expand All @@ -1286,7 +1296,9 @@ sub experimentalSubstitutions {
subst("cusolverDnDgetrf_bufferSize", "hipsolverDnDgetrf_bufferSize", "library");
subst("cusolverDnDgetrs", "hipsolverDnDgetrs", "library");
subst("cusolverDnDpotrf", "hipsolverDnDpotrf", "library");
subst("cusolverDnDpotrfBatched", "hipsolverDnDpotrfBatched", "library");
subst("cusolverDnDpotrf_bufferSize", "hipsolverDnDpotrf_bufferSize", "library");
subst("cusolverDnDpotrs", "hipsolverDnDpotrs", "library");
subst("cusolverDnGetStream", "hipsolverGetStream", "library");
subst("cusolverDnSSgels", "hipsolverDnSSgels", "library");
subst("cusolverDnSSgels_bufferSize", "hipsolverDnSSgels_bufferSize", "library");
Expand All @@ -1297,13 +1309,17 @@ sub experimentalSubstitutions {
subst("cusolverDnSgetrf_bufferSize", "hipsolverDnSgetrf_bufferSize", "library");
subst("cusolverDnSgetrs", "hipsolverDnSgetrs", "library");
subst("cusolverDnSpotrf", "hipsolverDnSpotrf", "library");
subst("cusolverDnSpotrfBatched", "hipsolverDnSpotrfBatched", "library");
subst("cusolverDnSpotrf_bufferSize", "hipsolverDnSpotrf_bufferSize", "library");
subst("cusolverDnSpotrs", "hipsolverDnSpotrs", "library");
subst("cusolverDnZZgels", "hipsolverDnZZgels", "library");
subst("cusolverDnZZgels_bufferSize", "hipsolverDnZZgels_bufferSize", "library");
subst("cusolverDnZZgesv", "hipsolverDnZZgesv", "library");
subst("cusolverDnZZgesv_bufferSize", "hipsolverDnZZgesv_bufferSize", "library");
subst("cusolverDnZpotrf", "hipsolverDnZpotrf", "library");
subst("cusolverDnZpotrfBatched", "hipsolverDnZpotrfBatched", "library");
subst("cusolverDnZpotrf_bufferSize", "hipsolverDnZpotrf_bufferSize", "library");
subst("cusolverDnZpotrs", "hipsolverDnZpotrs", "library");
subst("cusolverDnHandle_t", "hipsolverHandle_t", "type");
subst("cusolverEigMode_t", "hipsolverEigMode_t", "type");
subst("cusolverEigRange_t", "hipsolverEigRange_t", "type");
Expand Down
8 changes: 8 additions & 0 deletions docs/tables/CUSOLVER_API_supported_by_HIP.md
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Original file line number Diff line number Diff line change
Expand Up @@ -125,7 +125,9 @@
|`cusolverDnCYgesv`|11.0| | | | | | | | | |
|`cusolverDnCYgesv_bufferSize`|11.0| | | | | | | | | |
|`cusolverDnCpotrf`| | | | |`hipsolverDnCpotrf`|5.1.0| | | |6.1.0|
|`cusolverDnCpotrfBatched`|9.1| | | |`hipsolverDnCpotrfBatched`|5.1.0| | | |6.1.0|
|`cusolverDnCpotrf_bufferSize`| | | | |`hipsolverDnCpotrf_bufferSize`|5.1.0| | | |6.1.0|
|`cusolverDnCpotrs`| | | | |`hipsolverDnCpotrs`|5.1.0| | | |6.1.0|
|`cusolverDnCreate`| | | | |`hipsolverDnCreate`|5.1.0| | | |6.1.0|
|`cusolverDnCreateParams`|11.0| | | | | | | | | |
|`cusolverDnDBgels`|11.0| | | | | | | | | |
Expand Down Expand Up @@ -153,7 +155,9 @@
|`cusolverDnDgetrf_bufferSize`| | | | |`hipsolverDnDgetrf_bufferSize`|5.1.0| | | |6.1.0|
|`cusolverDnDgetrs`| | | | |`hipsolverDnDgetrs`|5.1.0| | | |6.1.0|
|`cusolverDnDpotrf`| | | | |`hipsolverDnDpotrf`|5.1.0| | | |6.1.0|
|`cusolverDnDpotrfBatched`|9.1| | | |`hipsolverDnDpotrfBatched`|5.1.0| | | |6.1.0|
|`cusolverDnDpotrf_bufferSize`| | | | |`hipsolverDnDpotrf_bufferSize`|5.1.0| | | |6.1.0|
|`cusolverDnDpotrs`| | | | |`hipsolverDnDpotrs`|5.1.0| | | |6.1.0|
|`cusolverDnGetDeterministicMode`|12.2| | | | | | | | | |
|`cusolverDnGetStream`| | | | |`hipsolverGetStream`|4.5.0| | | |6.1.0|
|`cusolverDnIRSInfosCreate`|10.2| | | | | | | | | |
Expand Down Expand Up @@ -203,7 +207,9 @@
|`cusolverDnSgetrf_bufferSize`| | | | |`hipsolverDnSgetrf_bufferSize`|5.1.0| | | |6.1.0|
|`cusolverDnSgetrs`| | | | |`hipsolverDnSgetrs`|5.1.0| | | |6.1.0|
|`cusolverDnSpotrf`| | | | |`hipsolverDnSpotrf`|5.1.0| | | |6.1.0|
|`cusolverDnSpotrfBatched`|9.1| | | |`hipsolverDnSpotrfBatched`|5.1.0| | | |6.1.0|
|`cusolverDnSpotrf_bufferSize`| | | | |`hipsolverDnSpotrf_bufferSize`|5.1.0| | | |6.1.0|
|`cusolverDnSpotrs`| | | | |`hipsolverDnSpotrs`|5.1.0| | | |6.1.0|
|`cusolverDnXgetrf`|11.1| | | | | | | | | |
|`cusolverDnXgetrf_bufferSize`|11.1| | | | | | | | | |
|`cusolverDnXgetrs`|11.1| | | | | | | | | |
Expand All @@ -228,7 +234,9 @@
|`cusolverDnZZgesv`|10.2| | | |`hipsolverDnZZgesv`|5.1.0| | | |6.1.0|
|`cusolverDnZZgesv_bufferSize`|10.2| | | |`hipsolverDnZZgesv_bufferSize`|5.1.0| | | |6.1.0|
|`cusolverDnZpotrf`| | | | |`hipsolverDnZpotrf`|5.1.0| | | |6.1.0|
|`cusolverDnZpotrfBatched`|9.1| | | |`hipsolverDnZpotrfBatched`|5.1.0| | | |6.1.0|
|`cusolverDnZpotrf_bufferSize`| | | | |`hipsolverDnZpotrf_bufferSize`|5.1.0| | | |6.1.0|
|`cusolverDnZpotrs`| | | | |`hipsolverDnZpotrs`|5.1.0| | | |6.1.0|


\*A - Added; D - Deprecated; C - Changed; R - Removed; E - Experimental
8 changes: 8 additions & 0 deletions docs/tables/CUSOLVER_API_supported_by_HIP_and_ROC.md
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Original file line number Diff line number Diff line change
Expand Up @@ -125,7 +125,9 @@
|`cusolverDnCYgesv`|11.0| | | | | | | | | | | | | | | |
|`cusolverDnCYgesv_bufferSize`|11.0| | | | | | | | | | | | | | | |
|`cusolverDnCpotrf`| | | | |`hipsolverDnCpotrf`|5.1.0| | | |6.1.0|`rocsolver_cpotrf`|3.6.0| | | |6.1.0|
|`cusolverDnCpotrfBatched`|9.1| | | |`hipsolverDnCpotrfBatched`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnCpotrf_bufferSize`| | | | |`hipsolverDnCpotrf_bufferSize`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnCpotrs`| | | | |`hipsolverDnCpotrs`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnCreate`| | | | |`hipsolverDnCreate`|5.1.0| | | |6.1.0|`rocblas_create_handle`| | | | | |
|`cusolverDnCreateParams`|11.0| | | | | | | | | | | | | | | |
|`cusolverDnDBgels`|11.0| | | | | | | | | | | | | | | |
Expand Down Expand Up @@ -153,7 +155,9 @@
|`cusolverDnDgetrf_bufferSize`| | | | |`hipsolverDnDgetrf_bufferSize`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnDgetrs`| | | | |`hipsolverDnDgetrs`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnDpotrf`| | | | |`hipsolverDnDpotrf`|5.1.0| | | |6.1.0|`rocsolver_dpotrf`|3.2.0| | | |6.1.0|
|`cusolverDnDpotrfBatched`|9.1| | | |`hipsolverDnDpotrfBatched`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnDpotrf_bufferSize`| | | | |`hipsolverDnDpotrf_bufferSize`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnDpotrs`| | | | |`hipsolverDnDpotrs`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnGetDeterministicMode`|12.2| | | | | | | | | | | | | | | |
|`cusolverDnGetStream`| | | | |`hipsolverGetStream`|4.5.0| | | |6.1.0|`rocblas_get_stream`| | | | | |
|`cusolverDnIRSInfosCreate`|10.2| | | | | | | | | | | | | | | |
Expand Down Expand Up @@ -203,7 +207,9 @@
|`cusolverDnSgetrf_bufferSize`| | | | |`hipsolverDnSgetrf_bufferSize`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnSgetrs`| | | | |`hipsolverDnSgetrs`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnSpotrf`| | | | |`hipsolverDnSpotrf`|5.1.0| | | |6.1.0|`rocsolver_spotrf`|3.2.0| | | |6.1.0|
|`cusolverDnSpotrfBatched`|9.1| | | |`hipsolverDnSpotrfBatched`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnSpotrf_bufferSize`| | | | |`hipsolverDnSpotrf_bufferSize`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnSpotrs`| | | | |`hipsolverDnSpotrs`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnXgetrf`|11.1| | | | | | | | | | | | | | | |
|`cusolverDnXgetrf_bufferSize`|11.1| | | | | | | | | | | | | | | |
|`cusolverDnXgetrs`|11.1| | | | | | | | | | | | | | | |
Expand All @@ -228,7 +234,9 @@
|`cusolverDnZZgesv`|10.2| | | |`hipsolverDnZZgesv`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnZZgesv_bufferSize`|10.2| | | |`hipsolverDnZZgesv_bufferSize`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnZpotrf`| | | | |`hipsolverDnZpotrf`|5.1.0| | | |6.1.0|`rocsolver_zpotrf`|3.6.0| | | |6.1.0|
|`cusolverDnZpotrfBatched`|9.1| | | |`hipsolverDnZpotrfBatched`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnZpotrf_bufferSize`| | | | |`hipsolverDnZpotrf_bufferSize`|5.1.0| | | |6.1.0| | | | | | |
|`cusolverDnZpotrs`| | | | |`hipsolverDnZpotrs`|5.1.0| | | |6.1.0| | | | | | |


\*A - Added; D - Deprecated; C - Changed; R - Removed; E - Experimental
8 changes: 8 additions & 0 deletions docs/tables/CUSOLVER_API_supported_by_ROC.md
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Original file line number Diff line number Diff line change
Expand Up @@ -125,7 +125,9 @@
|`cusolverDnCYgesv`|11.0| | | | | | | | | |
|`cusolverDnCYgesv_bufferSize`|11.0| | | | | | | | | |
|`cusolverDnCpotrf`| | | | |`rocsolver_cpotrf`|3.6.0| | | |6.1.0|
|`cusolverDnCpotrfBatched`|9.1| | | | | | | | | |
|`cusolverDnCpotrf_bufferSize`| | | | | | | | | | |
|`cusolverDnCpotrs`| | | | | | | | | | |
|`cusolverDnCreate`| | | | |`rocblas_create_handle`| | | | | |
|`cusolverDnCreateParams`|11.0| | | | | | | | | |
|`cusolverDnDBgels`|11.0| | | | | | | | | |
Expand Down Expand Up @@ -153,7 +155,9 @@
|`cusolverDnDgetrf_bufferSize`| | | | | | | | | | |
|`cusolverDnDgetrs`| | | | | | | | | | |
|`cusolverDnDpotrf`| | | | |`rocsolver_dpotrf`|3.2.0| | | |6.1.0|
|`cusolverDnDpotrfBatched`|9.1| | | | | | | | | |
|`cusolverDnDpotrf_bufferSize`| | | | | | | | | | |
|`cusolverDnDpotrs`| | | | | | | | | | |
|`cusolverDnGetDeterministicMode`|12.2| | | | | | | | | |
|`cusolverDnGetStream`| | | | |`rocblas_get_stream`| | | | | |
|`cusolverDnIRSInfosCreate`|10.2| | | | | | | | | |
Expand Down Expand Up @@ -203,7 +207,9 @@
|`cusolverDnSgetrf_bufferSize`| | | | | | | | | | |
|`cusolverDnSgetrs`| | | | | | | | | | |
|`cusolverDnSpotrf`| | | | |`rocsolver_spotrf`|3.2.0| | | |6.1.0|
|`cusolverDnSpotrfBatched`|9.1| | | | | | | | | |
|`cusolverDnSpotrf_bufferSize`| | | | | | | | | | |
|`cusolverDnSpotrs`| | | | | | | | | | |
|`cusolverDnXgetrf`|11.1| | | | | | | | | |
|`cusolverDnXgetrf_bufferSize`|11.1| | | | | | | | | |
|`cusolverDnXgetrs`|11.1| | | | | | | | | |
Expand All @@ -228,7 +234,9 @@
|`cusolverDnZZgesv`|10.2| | | | | | | | | |
|`cusolverDnZZgesv_bufferSize`|10.2| | | | | | | | | |
|`cusolverDnZpotrf`| | | | |`rocsolver_zpotrf`|3.6.0| | | |6.1.0|
|`cusolverDnZpotrfBatched`|9.1| | | | | | | | | |
|`cusolverDnZpotrf_bufferSize`| | | | | | | | | | |
|`cusolverDnZpotrs`| | | | | | | | | | |


\*A - Added; D - Deprecated; C - Changed; R - Removed; E - Experimental
22 changes: 22 additions & 0 deletions src/CUDA2HIP_SOLVER_API_functions.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -172,6 +172,16 @@ const std::map<llvm::StringRef, hipCounter> CUDA_SOLVER_FUNCTION_MAP {
{"cusolverDnDpotrf", {"hipsolverDnDpotrf", "rocsolver_dpotrf", CONV_LIB_FUNC, API_SOLVER, 2, HIP_EXPERIMENTAL}},
{"cusolverDnCpotrf", {"hipsolverDnCpotrf", "rocsolver_cpotrf", CONV_LIB_FUNC, API_SOLVER, 2, HIP_EXPERIMENTAL}},
{"cusolverDnZpotrf", {"hipsolverDnZpotrf", "rocsolver_zpotrf", CONV_LIB_FUNC, API_SOLVER, 2, HIP_EXPERIMENTAL}},
// NOTE: rocsolver_(s|d|c|z)potrs has a harness of rocblas_set_workspace, hipsolver(S|D|C|Z)potrs_bufferSize, hipsolverManageWorkspace, and hipsolverZeroInfo
{"cusolverDnSpotrs", {"hipsolverDnSpotrs", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
{"cusolverDnDpotrs", {"hipsolverDnDpotrs", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
{"cusolverDnCpotrs", {"hipsolverDnCpotrs", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
{"cusolverDnZpotrs", {"hipsolverDnZpotrs", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
// NOTE: rocsolver_(s|d|c|z)potrf_batched has a harness of rocblas_set_workspace, hipsolver(S|D|C|Z)potrfBatched_bufferSize, and hipsolverManageWorkspace
{"cusolverDnSpotrfBatched", {"hipsolverDnSpotrfBatched", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
{"cusolverDnDpotrfBatched", {"hipsolverDnDpotrfBatched", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
{"cusolverDnCpotrfBatched", {"hipsolverDnCpotrfBatched", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
{"cusolverDnZpotrfBatched", {"hipsolverDnZpotrfBatched", "", CONV_LIB_FUNC, API_SOLVER, 2, ROC_UNSUPPORTED | HIP_EXPERIMENTAL}},
};

const std::map<llvm::StringRef, cudaAPIversions> CUDA_SOLVER_FUNCTION_VER_MAP {
Expand Down Expand Up @@ -278,6 +288,10 @@ const std::map<llvm::StringRef, cudaAPIversions> CUDA_SOLVER_FUNCTION_VER_MAP {
{"cusolverDnIRSXgesv_bufferSize", {CUDA_102, CUDA_0, CUDA_0}},
{"cusolverDnIRSXgels", {CUDA_110, CUDA_0, CUDA_0}},
{"cusolverDnIRSXgels_bufferSize", {CUDA_110, CUDA_0, CUDA_0}},
{"cusolverDnSpotrfBatched", {CUDA_91, CUDA_0, CUDA_0}},
{"cusolverDnDpotrfBatched", {CUDA_91, CUDA_0, CUDA_0}},
{"cusolverDnCpotrfBatched", {CUDA_91, CUDA_0, CUDA_0}},
{"cusolverDnZpotrfBatched", {CUDA_91, CUDA_0, CUDA_0}},
};

const std::map<llvm::StringRef, hipAPIversions> HIP_SOLVER_FUNCTION_VER_MAP {
Expand Down Expand Up @@ -315,6 +329,14 @@ const std::map<llvm::StringRef, hipAPIversions> HIP_SOLVER_FUNCTION_VER_MAP {
{"hipsolverDnDpotrf", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnCpotrf", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnZpotrf", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnSpotrs", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnDpotrs", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnCpotrs", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnZpotrs", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnSpotrfBatched", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnDpotrfBatched", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnCpotrfBatched", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},
{"hipsolverDnZpotrfBatched", {HIP_5010, HIP_0, HIP_0, HIP_LATEST}},

{"rocsolver_spotrf", {HIP_3020, HIP_0, HIP_0, HIP_LATEST}},
{"rocsolver_dpotrf", {HIP_3020, HIP_0, HIP_0, HIP_LATEST}},
Expand Down
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