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WMMA support for GEMM reduce (#2823)

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Added gemm + reduce instance library for RDNA4. This includes:

- New device implementation running GEMM and reduction kernel
- instances for wmma (xdl parity)
- examples for wmma (xdl parity)
- tests for existing xdl and wmma

[ROCm/composable_kernel commit: b25d4d684a]
This commit is contained in:
Wojciech Laskowski
2025-09-12 21:36:43 +02:00
committed by GitHub
parent 8c0cdebe63
commit f2edb06bb0
27 changed files with 1911 additions and 89 deletions
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4
profiler/src/CMakeLists.txt
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@@ -68,7 +68,6 @@ if(SUPPORTED_GPU_TARGETS MATCHES "gfx9")
list(APPEND PROFILER_OPS profile_gemm_splitk.cpp)
list(APPEND PROFILER_OPS profile_batched_gemm_b_scale.cpp)
list(APPEND PROFILER_OPS profile_gemm_universal_batched.cpp)
list(APPEND PROFILER_OPS profile_gemm_universal_reduce.cpp)
list(APPEND PROFILER_OPS profile_gemm_universal_streamk.cpp)
list(APPEND PROFILER_OPS profile_conv_fwd_bias_relu.cpp)
list(APPEND PROFILER_OPS profile_conv_fwd_bias_relu_add.cpp)
@@ -90,6 +89,7 @@ if(SUPPORTED_GPU_TARGETS MATCHES "gfx9" OR SUPPORTED_GPU_TARGETS MATCHES "gfx1[1
list(APPEND PROFILER_OPS profile_gemm_universal.cpp)
list(APPEND PROFILER_OPS profile_batched_gemm.cpp)
list(APPEND PROFILER_OPS profile_gemm_b_scale.cpp)
list(APPEND PROFILER_OPS profile_gemm_universal_reduce.cpp)
list(APPEND PROFILER_OPS profile_grouped_conv_fwd.cpp)
list(APPEND PROFILER_OPS profile_grouped_conv_fwd_bias_clamp.cpp)
list(APPEND PROFILER_OPS profile_grouped_conv_fwd_clamp.cpp)
@@ -185,7 +185,6 @@ if(SUPPORTED_GPU_TARGETS MATCHES "gfx9")
list(APPEND DEVICE_INSTANCES device_gemm_splitk_instance)
list(APPEND DEVICE_INSTANCES device_batched_gemm_b_scale_instance)
list(APPEND DEVICE_INSTANCES device_gemm_universal_batched_instance)
list(APPEND DEVICE_INSTANCES device_gemm_universal_reduce_instance)
list(APPEND DEVICE_INSTANCES device_gemm_universal_streamk_instance)
list(APPEND DEVICE_INSTANCES device_gemm_add_multiply_instance)
list(APPEND DEVICE_INSTANCES device_gemm_add_instance)
@@ -221,6 +220,7 @@ if(SUPPORTED_GPU_TARGETS MATCHES "gfx9" OR SUPPORTED_GPU_TARGETS MATCHES "gfx1[1
list(APPEND DEVICE_INSTANCES device_gemm_universal_instance)
list(APPEND DEVICE_INSTANCES device_batched_gemm_instance)
list(APPEND DEVICE_INSTANCES device_gemm_b_scale_instance)
list(APPEND DEVICE_INSTANCES device_gemm_universal_reduce_instance)
list(APPEND DEVICE_INSTANCES device_grouped_conv3d_fwd_instance)
list(APPEND DEVICE_INSTANCES device_grouped_conv2d_bwd_data_instance)
list(APPEND DEVICE_INSTANCES device_grouped_conv3d_bwd_data_instance)