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Tile engine for streamk (#3157)

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* [CK TILE STREAMK] Introduce initial support for tile engine in streamk GEMM.

- This commit lays the groundwork for integrating the tile engine into streamk GEMM.
  It focuses on creating benchmark executables for streamk GEMM.
- Additional scripts like test_benchmark.sh and gemm_benchmark.py will be added once
  the streamk implementation reaches stability.

* [CK TILE STREAMK] Enable CI to execute tile engine benchmarks for StreamK GEMM

* [CK TILE STREAMK] Refactor: Extract common utility functions.

* [CK TILE STREAMK] Revise tile engine of streamk to align with the updated implementation

* Add pre-commit

* [CK TILE STREAMK] Add 'dp_persistent' and 'reduction_strategy' in output of CK TILE STREAMK

* [CK TILE STREAMK] Fix a bug about value of 'dp_persistent' of CK TILE STREAMK

* [CK TILE STREAMK] Update Jenkinsfile

* [CK TILE Engine] Update StreamK tile engine help message

Remove default value messages as they are automatically printed

* [CK TILE Engine] Update StreamK tile engine

- Remove namespace reboot

* [CK TILE Engine] Update StreamK tile engine

- Fix merge error

[ROCm/composable_kernel commit: 30727c48fc]
This commit is contained in:
Cong Ma
2025-11-27 15:49:57 -07:00
committed by GitHub
parent a3d6a1cb26
commit fa1c7bc6ba
15 changed files with 2530 additions and 19 deletions
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2
example/ck_tile/40_streamk_gemm/run_gemm_example.inc
View File

@@ -86,7 +86,7 @@ invoke_gemm(ck_tile::DeviceMem& a_m_k_dev_buf,
std::tuple<float, ck_tile::index_t> ave_time_and_batch;
if(args.reduction_strategy == ck_tile::StreamKReductionStrategy::Atomic)
if(reduction_strategy == ck_tile::StreamKReductionStrategy::Atomic)
{
ave_time_and_batch = gemm<GemmConfig,
ADataType,

4
example/ck_tile/40_streamk_gemm/streamk_gemm_basic.cpp
View File

@@ -105,13 +105,13 @@ std::tuple<float, ck_tile::index_t> gemm(const ck_tile::StreamKHostArgs& args,
}
auto reset_data_buffers = [&]() {
if(ReductionStrategy == ck_tile::StreamKReductionStrategy::Atomic)
if constexpr(ReductionStrategy == ck_tile::StreamKReductionStrategy::Atomic)
{
// Clear the output C tensor results after each repetition of the kernel
hipGetErrorString(hipMemsetAsync(
args.e_ptr, 0, args.M * args.N * sizeof(CDataType), s.stream_id_));
}
else if(ReductionStrategy == ck_tile::StreamKReductionStrategy::Reduction)
else if constexpr(ReductionStrategy == ck_tile::StreamKReductionStrategy::Reduction)
{
// Reset sk flags to zero before each repetition of the kernel
workspace_data.SetZero();