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composable_kernel/include/ck_tile/ops/flatmm.hpp
Yi DING c28e65c6bf [CK_TILE] Add mxfp4 flatmm (#3080) 
* Squashed commit of the following:

commit 3e1a851dad834776efbe4fe365ac82c4ed312010
Author: Ding, Yi <yi.ding@amd.com>
Date:   Thu Oct 23 06:10:54 2025 +0000

    Fix & clean after rebase

commit 1edf485092f44411da9a1796a4a6b72d5cdb67c6
Author: Ding, Yi <yi.ding@amd.com>
Date:   Wed Oct 22 10:46:13 2025 +0000

    Squashed commit of the following:

    commit 5276b28a51dac7b5d2106fbae8e78de190ee0de1
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 22 02:04:27 2025 -0500

        fix bandwidth calculation

    commit d645bb20c6d879154c30ecd82bbff4d2a9206750
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 22 00:58:59 2025 -0500

        updates

    commit 0fa7e6b88aaf81a36034aa7607746de295de4263
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Fri Sep 19 00:39:46 2025 -0500

        fix a bug, set the A DS_read preload size to 4 for MXFP4

    commit 50cafa824e2267f2b2f0dfeeb93e69a673630c61
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Thu Sep 18 01:19:03 2025 -0500

        fix a_wrap preload issue for large MPerBlock.

    commit e6333bbbc6ef540e24f92095040085f1ed59041e
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Wed Sep 17 21:34:03 2025 -0500

        optimized the VGPR repack issue for MXFP4

    commit e99e4932c401b9f6d1893dd5044c2827d6b3f145
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Wed Sep 17 04:19:44 2025 -0500

        fix time error

    commit 4586ce6da7fba0514f2e01a8124c76b7d494e124
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Wed Sep 17 03:58:00 2025 -0500

        updated, function passed.

    commit c4f25e7579573db5681b9160f6bdb1349f3566f1
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Tue Sep 16 22:21:39 2025 -0500

        fix, function partially passed

    commit a51b56eb6b00b99a4e8d2802dbf5b5b5277b54d8
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Tue Sep 16 03:01:12 2025 -0500

        fix, reference function passed, next check kernel function

    commit 5b02643ebab18960e8f9ba66c6bd2f91774f9cae
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Tue Sep 16 02:29:01 2025 -0500

        let pack/unpack return pk_fp4_t

    commit 76d37c5d4b17530e95c6fced31bff66a35d54b8f
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 15 20:50:26 2025 -0500

        fix

    commit e5be3e162b9a20e5355bd556d2b27afb6d8bf085
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Mon Sep 15 05:51:06 2025 -0500

        fix bug

    commit 39a024efe4aa773df589712b1290803bb5ab5d1d
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 15 04:02:05 2025 -0500

        fix core dump issue, function is not correct.

    commit 16c49d268cfe065b5112b960b2d852b26552686a
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 15 03:03:02 2025 -0500

        updates, build pass

    commit fe7a961852dee6eff3be3cf1e0d0fabec5cd42ee
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 15 00:05:18 2025 -0500

        updates

    commit aaf9fe8022a72df59e04e4d5886dca3ba9c23400
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Sun Sep 14 23:40:28 2025 -0500

        fix bug

    commit a3da89290e1553b85fbf1171c07e93ac0f5584db
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Fri Sep 12 03:28:50 2025 -0500

        fix interface

    commit c5ff747e72d877461ba61dc19a0fe15527d3161e
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Fri Sep 12 02:53:50 2025 -0500

        add interface in warp_gemm_impl

    commit 0a48d369e601cc798589fc59e0784bdbfc0a22f9
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Wed Sep 10 05:03:08 2025 -0500

        updates some fixes.

    commit aaa2beca30ff5546d171a2028d1894fd4e131d4e
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Tue Sep 9 04:37:42 2025 -0500

        fix after merge ginolu/add_wgmfma_dispatcher

    commit bf87449b09cba690922b2f3f78ba39bf1b1e472e
    Merge: 05ab58e3d 991d7fdbb
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 8 22:09:15 2025 -0500

        Merge remote-tracking branch 'origin/ginolu/add_wgmfma_dispatcher' into mtgu/cktile_mxfp4_flatmm_dev

    commit 05ab58e3de2b708aceda63d704089c0fa89437ae
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 8 21:42:47 2025 -0500

        update mx flatmm tail pipeline

    commit 991d7fdbb726d65091a91b5cc2800f798a6661fc
    Merge: ad046084a 41ee8fe31
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Mon Sep 8 19:10:23 2025 -0500

        Merge branch 'develop' into ginolu/add_wgmfma_dispatcher

    commit ad046084a2f6e4ebf0cd8b47d0d72b74815061fa
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Mon Sep 8 19:09:55 2025 -0500

        fix type error

    commit 42e16b43a035364a42789d7ce45a1e6a7d1d2609
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Mon Sep 8 04:01:40 2025 -0500

        update hotloop pipeline

    commit c2f69745346545087c8ce24acaba2961bb93ef0b
    Merge: adbeeb90b 91db4cec3
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Fri Sep 5 04:22:26 2025 -0500

        Merge branch 'develop' into ginolu/add_wgmfma_dispatcher

    commit adbeeb90be1533f8aeb8c1d5aea6470d45a455a0
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Fri Sep 5 04:21:26 2025 -0500

        fix clang format

    commit e2378ac393bb79ac80a8eef84677bffce86d9e0a
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Wed Sep 3 10:00:54 2025 -0500

        some updates

    commit bdc18a2269db49ff88e1ef1db30f83ea430d7544
    Merge: 6c5cea2b7 b3886a6d8
    Author: asleepzzz <hanwen.chang@amd.com>
    Date:   Wed Sep 3 13:22:03 2025 +0800

        Merge branch 'develop' into ginolu/add_wgmfma_dispatcher

    commit 6c5cea2b7a306f5d0ad346cb9baf6370ea2a73fe
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Mon Sep 1 02:11:02 2025 -0500

        fix vec size error

    commit 76d1dfa352087dfd5867c8909b73726d3a1e853e
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Mon Sep 1 01:23:39 2025 -0500

        fix format error

    commit a9061aaa1b4bfaa9db102c75b9d74863f39708a9
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Sat Aug 30 03:19:07 2025 -0500

        update codes

    commit 0caa184a271a8824ef40f87de456d0fa2500c8ad
    Author: mtgu0705 <mtgu@amd.com>
    Date:   Fri Aug 29 11:27:33 2025 -0500

        init ck_tile mxfp4 flatmm

    commit 5d46a6635f04bd69b76f7eda1438862e271b987a
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Thu Aug 28 08:02:50 2025 +0000

        Add bias for f16xf4 moe_flatmm

    commit dd112dc302d17f541737671a3ac557d7c09ff969
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 27 13:39:47 2025 +0000

        update case construction

    commit b1aca68a073d82c7b3c7bb53286e5f415999edc1
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Tue Aug 26 12:32:29 2025 +0000

        support swiglu activaion and use rcpf to accelerate silu

    commit 49235bd42349a84fc2ebd7ad0b100cc2545bb80a
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Tue Aug 26 02:33:55 2025 -0500

        first commit

    commit c169e39d6381b932cf7098cc118db29df91da1cb
    Author: root <root@smci355-ccs-aus-m02-25.cs-aus.dcgpu>
    Date:   Fri Aug 22 04:01:59 2025 -0500

        add line to last

    commit 318f9bf317306454941bbf394c1940023edcf0ac
    Author: root <root@smci355-ccs-aus-m02-25.cs-aus.dcgpu>
    Date:   Fri Aug 22 03:20:46 2025 -0500

        adjust A_LDS descriptor to avoid bankconflict

    commit 9d066120ed068d6d102da25d619e170a28a04d18
    Author: root <root@smci355-ccs-aus-m02-25.cs-aus.dcgpu>
    Date:   Thu Aug 21 09:46:52 2025 -0500

        enable hotloop

    commit 61a895e6b821798970afffd0e9432a21e2f04df8
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Thu Aug 21 09:12:21 2025 +0000

        support atomic_pk_add_bf16 on gfx950

    commit 9f14864e45f21d8c1bc70a94988fb86c2c0017d8
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Thu Aug 21 06:58:55 2025 +0000

        use int64_t as expert stride to avoid overflow

    commit e63af46b32e1139a1e59dee6f46b9971047c4026
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 20 13:53:32 2025 +0000

        use v4i32 as the storage type for B to avoid repack operation

    commit 6cf0224dd8a229bf2be726ca861c736c9b5f5415
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 20 06:40:03 2025 +0000

        add pk_fp4_t and e8m0_t support for amd_buffer_load_impl

    commit 67a591f2240b0b035029edad904627f98b3839fd
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 20 04:39:14 2025 +0000

        optimize cvt_pkf4_to_f16 implementation

    commit 51c7126e77e9b17af694eaa57040e487f9d443e8
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Tue Aug 19 14:56:46 2025 +0000

        optimize A_LDS descriptor to avoid bankconflict

    commit c113160f326353290a2878d7b8febf7daed91d71
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 18 18:43:37 2025 +0000

        fix gate-up when GU_NRepeat > 1

    commit a45ca0e9934ca4bb9114f65621d5c9582d937a45
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 18 17:28:11 2025 +0000

        add fp16xf4 moe

    commit dc8c8e484804f7bca10c8f0764540af3b5884e83
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Sun Aug 17 17:51:18 2025 +0000

        rename example

    commit b177c967141cfdc401d3f36bf17830fe99893600
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Fri Aug 15 06:20:46 2025 +0000

        remove additional check when e8m0->float

    commit d467f9688c3d35f391e15089135edb1ad1d38b05
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Thu Aug 14 09:34:12 2025 +0000

        eliminate repeat dequant

    commit 1b20674b26ab3ce6bd2f710dd729fd4cc0f79428
    Merge: faa3c0278 7d02625e7
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 13 16:51:49 2025 +0000

        Merge remote-tracking branch 'origin/moe_flatmm' into feat-mixed_input_flatmm

    commit faa3c0278cf11b7105a4302dea3a4416520b2cc7
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 13 16:16:48 2025 +0000

        update f16xMXF4

    commit a2a2e1dab05501cc2136133236c01c08d51db4ea
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 13 10:48:53 2025 +0000

        update scale-preshuffle for MXF4

    commit eac9667feb899419dda1628164c092b969852660
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 11 11:24:34 2025 +0000

        update

    commit 7d02625e7678882af653f52c2a4ddaf64568a41c
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 11 08:38:23 2025 +0000

        optimize gemm2 atomic_add pattern

    commit d5f3c3e3ec72d0e6739467c4dc0b4e209f6d1192
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 11 07:59:47 2025 +0000

        update scale for mxfp4

    commit 15db198084614466bd4cfd4943fcb549cab2069a
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 11 07:56:14 2025 +0000

        update case construction

    commit 5dff349d82a5f70b6eea821d2622df51f90ef200
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 11 06:03:06 2025 +0000

        update granularity control

    commit d32cdc52144f65ec473f4ec8e45ea23968811184
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 11 03:42:46 2025 +0000

        fix TileConfig

    commit 26f38c5716304ee5f84e5c4f6f88144d9f3dddaf
    Author: Gino Lu <gino.lu@amd.com>
    Date:   Thu Aug 7 21:37:28 2025 +0800

        Add e8m0 scaled convert into CK_TILE (#2617)

        * first commit

        * remove redundent code

        * modify according to comments.

        * fix type_convert error with scaled_type_convert

    commit 419041478745f65dfec18859e75a13d975089519
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Fri Aug 8 20:19:16 2025 +0000

        add mixed_prec fp16xfp4

    commit 92e2a8b0308b9b107df9d2fd63a961efce706402
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Thu Aug 7 09:22:04 2025 +0000

        debug mixed_prec flatmm

    commit dea3ce80496ebcb00512979f0c3bb897f25e11a5
    Merge: fde443bc3 b4f45fe14
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Wed Aug 6 16:49:47 2025 +0800

        Merge pull request #2626 from ROCm/felix/flatmm_fix_splitk

        fix split k

    commit d480e8150358cc4ef8b05e25afe299141fad4fde
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Aug 6 08:33:33 2025 +0000

        add moe_flatmm

    commit b4f45fe14d11569f34de40c8a205cd6760b61357
    Author: coderfeli <coderfeli@163.com>
    Date:   Wed Aug 6 02:45:31 2025 +0000

        fix split k

    commit fde443bc38fe60e52195817ecb2c7b20d772eedb
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Aug 4 07:16:36 2025 +0000

        fix flatmm with scaling when WarpTileM == 32

    commit 5a0667afa889a5af8c6b8509232eabd50cf5efef
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Fri Aug 1 11:01:23 2025 +0000

        optimize scaling epilogue

    commit 5c3502bbf71833c6f6f7d4a1cc4f4fd93811f522
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Fri Aug 1 07:28:38 2025 +0000

        fix wrong config for fp8 scaling

    commit eb2d0653cdb86603cb11539cbac466b6431b58b7
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Jul 30 06:20:30 2025 +0000

        prune debug message

    commit 0c089cb56343a39e02a1ee38e9cabeb71ba35e92
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Jul 30 04:52:08 2025 +0000

        fix compile error

    commit 61759ca30ce3787f70e228c3919b3e4d354016dd
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Tue Jul 29 15:42:58 2025 +0000

        Add persistent option on flatmm for tuning

    commit b36dc5dd55f15fc1ce8eb21637bdec862e56a883
    Author: AMD-dteng <dteng@amd.com>
    Date:   Tue Jul 29 22:48:00 2025 +0800

        update pipeline v1: add atomic IGLP schedule

    commit f886f26994454fc2b4fc3433c86bf699767a2a7c
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Thu Jul 24 09:09:27 2025 +0000

        fix error log throwing

    commit 4b4686ab144daa9061fbda17f3df4c17600c8e9a
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Mon Jul 28 08:24:51 2025 +0000

        crz idea

    commit 7099af44a81be41431ba70ae60827b60116d02d2
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Sun Jul 27 11:57:38 2025 +0000

        Add permuteN optimzization when NRepeat % 2 == 0 on flatmm

    commit b147524c92e69a267337c8e48b6e64bcb1483551
    Author: sjfeng <j514681085@icloud.com>
    Date:   Sun Jul 27 17:24:08 2025 +0800

        try to remove c_shuffle_lds

    commit 2dd94f59d1a7740a5689e1713ed45588cd0d55dd
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Fri Jul 25 07:41:48 2025 +0000

        fix loop-dim mismatch and improve c_shuffle alu parallelism

    commit 4e93f0c5e27806adc070e4caa81661069295751c
    Merge: 3f12ef5aa 0eb7455f1
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Thu Jul 24 08:46:51 2025 +0000

        merge flatmm -scale

    commit 3f12ef5aa52ced1bff3bfb57b878358330e9e095
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Thu Jul 24 16:19:58 2025 +0800

        revert delete of inc file

    commit 08c3a0d184d7581dc5be364f5b36f16fb4a8d6fa
    Author: solin <bingzhou@amd.com>
    Date:   Thu Jul 24 04:38:16 2025 +0000

        reorg  flatmm code

    commit 0eb7455f106604d5254ed16b0daeda68e2a148e3
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Jul 23 19:12:31 2025 +0000

        fix flatmm syntax error on gfx950

    commit 695ff87e68fdcbe28452c1805cd4dbb643c45495
    Author: Feng Shijie <Shijie.Feng@amd.com>
    Date:   Wed Jul 23 19:04:22 2025 +0000

        support flatmm scaling

    commit e3c29d9dea8758db96b998982ccc8bd1c4e8298d
    Author: valarLip <340077269@qq.com>
    Date:   Wed Jul 23 08:44:12 2025 +0000

        merge flatmm pipe v0 from dteng_flatmm_opt

    commit 425c366fa4c30426ff36cade89b39fd8cb7b9732
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Wed Jul 23 15:38:12 2025 +0800

        build pass

    commit 6b377a9481535696de40f175d7e2159263d21bdc
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Wed Jul 23 07:20:26 2025 +0000

         fix bug

    commit b6dc58d1ea676fe480c0243ae098c875498f6d6a
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Wed Jul 23 15:01:53 2025 +0800

        sync

    commit 904359f401866ee810484e6b8f5b46d79d9e25c8
    Author: valarLip <340077269@qq.com>
    Date:   Tue Jul 22 08:09:35 2025 +0000

        adaptive scheduler instead of Macro definition

    commit f29916c17228c17de9923aab62e7d72d7a30f4e9
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Thu Jul 17 08:40:35 2025 +0000

        fix tail handler bug

    commit e2c60a90929fec955d91db909d50db538d58363b
    Author: lalala-sh <Jiaxing.Wen@amd.com>
    Date:   Wed Jul 16 10:12:19 2025 +0000

        merge from dteng_flatmm_opt

---------

Co-authored-by: lalala-sh <Jiaxing.Wen@amd.com>
Co-authored-by: AMD-dteng <dteng@amd.com>
Co-authored-by: solin <bingzhou@amd.com>
Co-authored-by: sjfeng <j514681085@icloud.com>
Co-authored-by: valarLip <340077269@qq.com>
Co-authored-by: asleepzzz <hanwen.chang@amd.com>
Co-authored-by: Feng Shijie <Shijie.Feng@amd.com>
Co-authored-by: coderfeli <coderfeli@163.com>
Co-authored-by: Gino Lu <gino.lu@amd.com>
Co-authored-by: mtgu0705 <mtgu@amd.com>

* Fix crash on small M

* Apply suggestion from @Copilot

---------

Co-authored-by: lalala-sh <Jiaxing.Wen@amd.com>
Co-authored-by: AMD-dteng <dteng@amd.com>
Co-authored-by: solin <bingzhou@amd.com>
Co-authored-by: sjfeng <j514681085@icloud.com>
Co-authored-by: valarLip <340077269@qq.com>
Co-authored-by: asleepzzz <hanwen.chang@amd.com>
Co-authored-by: Feng Shijie <Shijie.Feng@amd.com>
Co-authored-by: coderfeli <coderfeli@163.com>
Co-authored-by: Gino Lu <gino.lu@amd.com>
Co-authored-by: mtgu0705 <mtgu@amd.com>

[ROCm/composable_kernel commit: e135dd518d]
2025-10-31 11:29:05 +08:00

30 lines
1.7 KiB
C++
Raw Blame History

// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
#include "ck_tile/ops/flatmm/block/block_flatmm_asmem_bsmem_creg_v1.hpp"
#include "ck_tile/ops/flatmm/block/block_flatmm_asmem_bsmem_creg_v1_custom_policy.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_32x512x128_1x4x1_16x16x32.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_sn_32x128x512_1x4x1_16x16x32.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_sn_32x128x512_1x4x1_16x16x32_itl.hpp"
#include "ck_tile/ops/flatmm/block/flatmm_uk_config.hpp"
#include "ck_tile/ops/flatmm/kernel/flatmm_kernel.hpp"
#include "ck_tile/ops/flatmm/kernel/grouped_flatmm_kernel.hpp"
#include "ck_tile/ops/flatmm/kernel/mixed_prec_flatmm_kernel.hpp"
#include "ck_tile/ops/flatmm/kernel/moe_flatmm_kernel.hpp"
#include "ck_tile/ops/flatmm/kernel/mx_flatmm_kernel.hpp"
#include "ck_tile/ops/flatmm/pipeline/flatmm_pipeline_agmem_bgmem_creg_v1.hpp"
#include "ck_tile/ops/flatmm/pipeline/flatmm_pipeline_agmem_bgmem_creg_v1_policy.hpp"
#include "ck_tile/ops/flatmm/pipeline/mixed_prec_flatmm_pipeline_agmem_bgmem_creg_v1.hpp"
#include "ck_tile/ops/flatmm/pipeline/mixed_prec_flatmm_pipeline_agmem_bgmem_creg_v1_policy.hpp"
#include "ck_tile/ops/flatmm/pipeline/moe_flatmm_pipeline_agmem_bgmem_creg.hpp"
#include "ck_tile/ops/flatmm/pipeline/mx_flatmm_pipeline_agmem_bgmem_creg_v1.hpp"
#include "ck_tile/ops/flatmm/pipeline/mx_flatmm_pipeline_agmem_bgmem_creg_v1_policy.hpp"
#include "ck_tile/ops/flatmm/pipeline/tile_flatmm_shape.hpp"
#include "ck_tile/ops/common/generic_2d_block_shape.hpp"
#include "ck_tile/ops/common/load_interleaved_pk_type.hpp"
#include "ck_tile/ops/common/streamk_common.hpp"
#include "ck_tile/ops/common/tensor_layout.hpp"
#include "ck_tile/ops/common/utils.hpp"
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