mirror of https://github.com/ROCm/composable_kernel.git synced 2026-05-14 18:17:44 +00:00

Files

Adam Osewski dd429be0d0 [CK-Tile] Universal gemm memory bound pipeline (#1558 )

* CK-Tile GEMM with memory bound pipeline.

* Memory bound gemm pipeline.

* Fix not closed namespace.

* Block gemm mem pipeline draft.

* Do not use ck_tile:: within ck_tile namespace.

* Refactoring & Move Layout info to pipeline problem.

* Get hot loop and TailNum information before lunching kernel.

* Fixes in pipeline.

* Add comment to load_tile_raw and change variable naming style.

* Few small changes & formatting.

* Do not use macro.

* Add gtests.

* Use AccDataType for Output of MFMA instruction.

* Formatting.

* Refactor gemm examples.

* Switch over to current block gemm.

* Use currently available pipeline policy.

* Refactoring and review comment.s

* Fixes after merge.

* Add missing include.

* Add load tile overload which accepts output tensor as parameter.

* This give 8% perf boost at the cost of using more registers.

* Rename example.

* Small changes.

* Fix compilation err and lower K.

* Support different layouts for A/B

* Fix vector size for different layouts.

* Rename Alignment into VectorSize

* Unblock tests.

[ROCm/composable_kernel commit: 24d996aae1]

2024-10-30 10:05:15 +01:00

algorithm

[CK_TILE] add scatter_gather (#1609 )

2024-10-29 18:19:29 +08:00

arch

topk_softmax (#1592 )

2024-10-26 23:52:49 +08:00

container

topk_softmax (#1592 )

2024-10-26 23:52:49 +08:00

numeric

[CK_TILE] Add fmha fwd headdim96 support (#1608 )

2024-10-30 14:03:16 +08:00

tensor

[CK-Tile] Universal gemm memory bound pipeline (#1558 )

2024-10-30 10:05:15 +01:00

utility

[CK-Tile] Universal gemm memory bound pipeline (#1558 )

2024-10-30 10:05:15 +01:00

config.hpp

topk_softmax (#1592 )

2024-10-26 23:52:49 +08:00

README.md

introducing ck_tile! (#1216 )

2024-04-15 19:27:12 -05:00

README.md

ck_tile/core

ck_tile/core contains every basic functions and structures to create a GPU kernel using ck_tile. User should only include ck_tile/core.hpp this single header to use all the functionality. Everything is under ck_tile namespace. The coding style under this folder should be similar to std (snake_case for structure/function, Camel for template types...)

algorithm/
    coordinate transform and some other reusable algorithm
arch/
    contains some basic device building block like mma, buffer addressing, etc...
container/
    contains basic container data structure, array/sequence/tuple/...
numeric/
    data type, and data type related math
tensor/
    tensor descriptors and tile level API
utility/
    other utility function for both host/device