ROCm/composable_kernel
1
0
Fork 0
mirror of https://github.com/ROCm/composable_kernel.git synced 2026-05-20 21:09:08 +00:00
Code Issues Packages Projects Releases Wiki Activity

Fix Batched Gemm op for int8 data (#482)

Browse Source 
* Fix for lwpck-425, update BlockTransferSrcVectorDim

* Revert "Fix for lwpck-425, update BlockTransferSrcVectorDim"

This reverts commit fd24e280e2.

* Add Batched Gemm int8 test, expect it to fail

* Format

* Re-add the fix

[ROCm/composable_kernel commit: cd51732690]
This commit is contained in:
Rostyslav Geyyer
2022-10-27 13:34:04 -05:00
committed by GitHub
parent 1bafcff003
commit 0606ddf8e1
5 changed files with 110 additions and 63 deletions
Download Patch File Download Diff File Expand all files Collapse all files

42
library/src/tensor_operation_instance/gpu/batched_gemm/device_batched_gemm_xdl_int8_int8_int8_gkm_gkn_gmn_instance.cpp
View File

@@ -34,27 +34,27 @@ using device_batched_gemm_xdl_int8_int8_int8_gkm_gkn_gmn_instances = std::tuple<
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar|
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 64, 4, 16, 32, 32, 2, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 32, 4, 16, 32, 32, 2, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 32, 128, 4, 16, 32, 32, 1, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 32, 4, 16, 32, 32, 2, 1, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 64, 32, 64, 4, 16, 32, 32, 1, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 16, 16, true, 7, 1>
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 64, 4, 16, 32, 32, 2, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 32, 4, 16, 32, 32, 2, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 32, 128, 4, 16, 32, 32, 1, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 32, 4, 16, 32, 32, 2, 1, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 64, 32, 64, 4, 16, 32, 32, 1, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 1, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 1, 2, 16, true, 7, 1>
// clang-format on
>;

42
library/src/tensor_operation_instance/gpu/batched_gemm/device_batched_gemm_xdl_int8_int8_int8_gkm_gnk_gmn_instance.cpp
View File

@@ -34,27 +34,27 @@ using device_batched_gemm_xdl_int8_int8_int8_gkm_gnk_gmn_instances = std::tuple<
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar|
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 64, 64, 64, 4, 16, 32, 32, 2, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 32, 4, 16, 32, 32, 2, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 32, 128, 4, 16, 32, 32, 1, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 64, 64, 32, 4, 16, 32, 32, 2, 1, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 64, 32, 64, 4, 16, 32, 32, 1, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 8, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 64, 64, 64, 4, 16, 32, 32, 2, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 32, 4, 16, 32, 32, 2, 1, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 32, 128, 4, 16, 32, 32, 1, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 64, 64, 32, 4, 16, 32, 32, 2, 1, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 64, 32, 64, 4, 16, 32, 32, 1, 2, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Col, Col, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, 7, 1>
// clang-format on
>;

42
library/src/tensor_operation_instance/gpu/batched_gemm/device_batched_gemm_xdl_int8_int8_int8_gmk_gkn_gmn_instance.cpp
View File

@@ -34,27 +34,27 @@ using device_batched_gemm_xdl_int8_int8_int8_gmk_gkn_gmn_instances = std::tuple<
//##########| Type| Type| Type| Type| | | | Elementwise| Elementwise| Elementwise| Size| Block| Block| Block| | XDL| XDL| Per| Per| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraM| ThreadCluster| ThreadCluster| SrcAccessOrder| SrcVectorDim| SrcScalar| DstScalar| AddExtraN| SrcDstVectorDim| DstScalar|
//##########| | | | | | | | Operation| Operation| Operation| | | | | | | | Wave| Wave| Lengths_K0_M_K1| ArrangeOrder| | | PerVector| PerVector_K1| | Lengths_K0_N_K1| ArrangeOrder| | | PerVector| PerVector_K1| | | PerVector|
//##########| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 64, 4, 16, 32, 32, 2, 2, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 32, 4, 16, 32, 32, 2, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 32, 128, 4, 16, 32, 32, 1, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 32, 4, 16, 32, 32, 2, 1, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 64, 32, 64, 4, 16, 32, 32, 1, 2, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 2, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 16, 16, true, 7, 1>
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 64, 4, 16, 32, 32, 2, 2, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 32, 4, 16, 32, 32, 2, 1, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 32, 128, 4, 16, 32, 32, 1, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 64, 64, 32, 4, 16, 32, 32, 2, 1, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 64, 32, 64, 4, 16, 32, 32, 1, 2, S<4, 16, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 16, 16, true, S<4, 16, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 256, 128, 4, 16, 32, 32, 4, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 256, 4, 16, 32, 32, 2, 4, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 128, 4, 16, 32, 32, 4, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 128, 4, 16, 32, 32, 2, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 128, 64, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 8, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 128, 64, 128, 4, 16, 32, 32, 2, 2, S<4, 32, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 32, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 4, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 128, 64, 4, 16, 32, 32, 2, 1, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 4, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 1, 16, true, 7, 1>,
DeviceBatchedGemmXdl< AData, BData, CData, AccData, Row, Row, Row, PassThrough, PassThrough, PassThrough, 256, 64, 128, 4, 16, 32, 32, 1, 2, S<4, 64, 1>, S<1, 0, 2>, S<1, 0, 2>, 2, 2, 16, true, S<4, 64, 1>, S<0, 2, 1>, S<0, 2, 1>, 1, 2, 16, true, 7, 1>
// clang-format on
>;