Meghana Vankadari 852cdc6a9a Implemented batch_matmul for f32 & int8 datatypes ...

Details:
- The batch matmul performs a series of matmuls, processing
  more than one GEMM problem at once.
- Introduced a new parameter called batch_size for the user
  to indicate number of GEMM problems in a batch/group.
- This operation supports processing GEMM problems with
  different parameters including dims,post-ops,stor-schemes etc.,
- This operation is optimized for problems where all the
  GEMMs in a batch are of same size and shape.
- For now, the threads are distributed among different GEMM
  problems equally irrespective of their dimensions which
  leads to better performance for batches with identical GEMMs
  but performs sub-optimally for batches with non-identical GEMMs.
- Optimizations for batches with non-identical GEMMs is in progress.
- Added bench and input files for batch_matmul.
- Added logger functionality for batch_matmul APIs.

AMD-Internal: [SWLCSG-2944]
Change-Id: I83e26c1f30a5dd5a31139f6706ac74be0aa6bd9a

2025-01-10 04:10:53 -05:00

..

bench_aocl_gemm

Implemented batch_matmul for f32 & int8 datatypes

2025-01-10 04:10:53 -05:00

bench_amaxv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_axpbyv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_axpyv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_copyv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_dotv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_gemm_pack_compute.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_gemm.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_gemmt.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_gemv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_ger.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_nrm2.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_scalv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_swapv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_syrk.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_trsm.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

bench_trsv.c

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00

CMakeLists.txt

Added logic to use right format specifier to read integer value.

2024-09-17 04:48:59 -04:00

inputamaxv.txt

Bench addition for amaxv API

2021-06-04 17:45:04 +05:30

inputaxpbyv.txt

Optimized AXPBYV Kernel using AVX2 Intrinsics

2022-01-05 04:19:11 -05:00

inputaxpyv.txt

Added support to benchmark AXPYV APIs

2024-04-08 00:06:54 -04:00

inputcopy.txt

Added bench utility for copyv API

2021-06-09 12:29:49 +05:30

inputdotv.txt

Code cleanup: file formats and permissions

2024-08-05 11:52:33 -04:00

inputgemm.txt

AOCL DTL - Added thread and execution time details in logs

2021-11-12 08:58:54 +05:30

inputgemmpackcompute.txt

Code cleanup: No newline at end of file

2023-11-22 17:11:10 -05:00

inputgemmt.txt

Added bench app for syrk - input is a log file generated from AOCL_DTL

2021-05-11 14:57:51 +05:30

inputgemv.txt

Fixed crash issue in bench utility for gemv API

2021-05-19 14:21:09 +05:30

inputger.txt

Added bench utility for ger API.

2021-05-19 14:05:01 +05:30

inputnrm2.txt

Code cleanup: No newline at end of file

2023-04-21 10:02:48 -04:00

inputscalv.txt

Added support to benchmark AXPYV APIs

2024-04-08 00:06:54 -04:00

inputswap.txt

Added bench utility for swapv API

2021-06-09 17:05:00 +05:30

inputsyrk.txt

Added bench app for syrk - input is a log file generated from AOCL_DTL

2021-05-11 14:57:51 +05:30

inputtrsm.txt

Trsm bench utility missmatch DTL logs and bench

2021-11-12 08:58:52 +05:30

inputtrsv.txt

Bench trsv logging error

2021-06-08 11:54:55 +05:30

Makefile

Code cleanup: Copyright notices

2024-08-05 15:35:08 -04:00