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General 2D Reduction Kernel (#2535)

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* General 2D Reduction Kernel

* Move the reduction kernel from the example
* Split the code and add the necessary policy, problem, shape files as
per ck_tile convention
* Add/modify the headers
* Modified the example to work with the 'new' kernel
* Added tests for the kernel
* N-D refernce reduce
* Added support for N-D input with transform to 2D
* Added padding to support various input sized tensors
* Bug fix in the thread buffer constructor
* Some comments to explain the reduce2d block kernel

* comments resolution

* clang-format

* comments resolution

* clang-format

* clang-format

* comments resolution

* clang-format
This commit is contained in:
Yashvardhan Agarwal
2025-08-06 16:36:59 +03:00
committed by GitHub
parent 2622ff06cb
commit 4750b293fe
14 changed files with 905 additions and 199 deletions
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5
include/ck_tile/ops/reduce.hpp
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@@ -5,8 +5,11 @@
#include "ck_tile/ops/reduce/block/block_reduce.hpp"
#include "ck_tile/ops/reduce/block/block_reduce2d.hpp"
#include "ck_tile/ops/reduce/block/block_reduce2d_default_policy.hpp"
#include "ck_tile/ops/reduce/block/block_reduce2d_problem.hpp"
#include "ck_tile/ops/common/generic_2d_block_shape.hpp"
#include "ck_tile/ops/common/tensor_layout.hpp"
#include "ck_tile/ops/common/utils.hpp"
#include "ck_tile/ops/reduce/kernel/reduce2d_kernel.hpp"
#include "ck_tile/ops/reduce/pipeline/reduce2d_default_policy.hpp"
#include "ck_tile/ops/reduce/pipeline/reduce2d_problem.hpp"
#include "ck_tile/ops/reduce/pipeline/reduce2d_shape.hpp"