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Files

Adam Osewski 3048028897 Refactor device op implementations into impl subdirectory. (#420 )

* Move kernel implementation files under impl directory.

* Update examples paths.

* Update device kernel impl include paths.

* Update tensor operation instances include paths.

* Update profiler and tests include paths.

* Clang-format

* Update include paths for batched gemm reduce

* Refactor UnitTest ConvNDBwdWeight.

* Refactor fwd and bwd data convND UT.

* Fix used test macro.

* Fix include path.

* Fix include paths.

* Fix include paths in profiler and tests.

* Fix include paths.

Co-authored-by: Adam Osewski <aosewski@amd.com>

2022-10-13 09:05:08 -05:00

CMakeLists.txt

Add examples of Gemm (data type: int4) (#367 )

2022-08-23 18:25:05 -05:00

common.hpp

Add examples of Gemm (data type: int4) (#367 )

2022-08-23 18:25:05 -05:00

gemm_dl_fp16.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_dl_fp32.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_dl_int4.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_dl_int8.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_xdl_bf16.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_xdl_fp16.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_xdl_fp64.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_xdl_int4.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_xdl_int8.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

gemm_xdl_skip_b_lds_fp16.cpp

Refactor device op implementations into impl subdirectory. (#420 )

2022-10-13 09:05:08 -05:00

README.md

Compile for gfx908 and gfx90a (#130 )

2022-03-31 12:33:34 -05:00

run_gemm_example.inc

add more datatype to gemm+gemm and conv+conv example (#397 )

2022-09-01 09:31:17 -05:00

README.md

Instructions for `example_gemm_xdl`

Run `example_gemm_xdl`

#arg1: verification (0=no, 1=yes)
#arg2: initialization (0=no init, 1=integer value, 2=decimal value)
#arg3: run kernel # of times (>1)
./bin/example_gemm_xdl 0 1 5

Result (MI100 @ 1087Mhz, 133.5TFlops peak FP16)

a_m_k: dim 2, lengths {3840, 4096}, strides {4096, 1}
b_k_n: dim 2, lengths {4096, 4096}, strides {1, 4096}
c_m_n: dim 2, lengths {3840, 4096}, strides {4096, 1}
arg.a_grid_desc_k0_m_k1_{512, 3840, 8}
arg.b_grid_desc_k0_n_k1_{512, 4096, 8}
arg.c_grid_desc_m_n_{ 3840, 4096}
launch_and_time_kernel: grid_dim {480, 1, 1}, block_dim {256, 1, 1}
Warm up
Start running 5 times...
Perf: 1.19685 ms, 107.657 TFlops, 78.8501 GB/s

README.md

Instructions for example_gemm_xdl

Run example_gemm_xdl

Instructions for `example_gemm_xdl`

Run `example_gemm_xdl`