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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
This commit is contained in:
Cong Ma
2025-11-27 15:49:57 -07:00
committed by GitHub
parent 24d88d2472
commit 30727c48fc
15 changed files with 2530 additions and 19 deletions
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105
tile_engine/ops/gemm_streamk/configs/default_config.json Normal file
View File

@@ -0,0 +1,105 @@
{
"problem": {
},
"tile_config": {
"tile_m": {
"max": 256,
"min": 64,
"step": 64
},
"tile_n": {
"max": 256,
"min": 64,
"step": 64
},
"tile_k": {
"max": 256,
"min": 64,
"step": 64
},
"warp_m": {
"values": [
4,
2,
1
]
},
"warp_n": {
"values": [
4,
2,
1
]
},
"warp_k": {
"values": [
1
]
},
"warp_tile_m": {
"values": [
4,
16,
32
]
},
"warp_tile_n": {
"values": [
16,
32,
64
]
},
"warp_tile_k": {
"values": [
8,
16,
32,
64,
128
]
}
},
"trait_config": {
"pipeline": {
"values": [
"compv3"
]
},
"scheduler": {
"values": [
"intrawave"
]
},
"epilogue": {
"values": [
"cshuffle"
]
},
"pad_m": {
"values": [
false
]
},
"pad_n": {
"values": [
false
]
},
"pad_k": {
"values": [
false
]
},
"persistent": {
"values": [
false, true
]
},
"reduction_strategy": {
"values": [
"reduction", "atomic"
]
}
}
}