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CK Tile FA Training kernels (#1286)

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* FA fwd dropout

* FA bwd

* epilogue reuse

* CMakeLists update

* [CK_TILE] support alibi (#1269)

* add alibi support

* fix code

* update code based on comment

* Support more hdim

* fix fp8 bias

* support seqlen_k=0 case

* remove unused printf

* fix format

---------

Co-authored-by: rocking <ChunYu.Lai@amd.com>

* now fwd/bwd can build

* bwd alibi

* add bwd validation stream_config

* update generated filenames

* update bwd kernel launch

* CK_TILE_HOST_DEVICE in philox

* Transpose -> transpose

* format

* format

* format

* Generate the instance for FA required

* format

* fix error in WarpGemm

---------

Co-authored-by: danyao12 <danyao12>
Co-authored-by: carlushuang <carlus.huang@amd.com>
Co-authored-by: rocking <ChunYu.Lai@amd.com>
Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>
Co-authored-by: Jing Zhang <jizhan@amd.com>
This commit is contained in:
Dan Yao
2024-06-05 02:12:45 +08:00
committed by GitHub
parent 76827d82ca
commit 2cab8d39e3
70 changed files with 9506 additions and 482 deletions
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11
include/ck_tile/core/numeric/vector_type.hpp
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@@ -1,5 +1,5 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
#pragma once
@@ -144,6 +144,15 @@ using int8x16_t = int8_t __attribute((ext_vector_type(16)));
using int8x32_t = int8_t __attribute((ext_vector_type(32)));
using int8x64_t = int8_t __attribute((ext_vector_type(64)));
// ui8
// using uint8_t
using uint8x2_t = uint8_t __attribute((ext_vector_type(2)));
using uint8x4_t = uint8_t __attribute((ext_vector_type(4)));
using uint8x8_t = uint8_t __attribute((ext_vector_type(8)));
using uint8x16_t = uint8_t __attribute((ext_vector_type(16)));
using uint8x32_t = uint8_t __attribute((ext_vector_type(32)));
using uint8x64_t = uint8_t __attribute((ext_vector_type(64)));
#if CK_TILE_USE_CUSTOM_DATA_TYPE
// f8
// using fp8_t