mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-16 10:59:55 +00:00
b887c7b709
* port layernorm * change warp_welford.hpp * Update warpshuffle * 1. Add save mean and save std back 2. Move construction of tensor_view and tile_window to operator() * refine welford max count calculation * unify layernorm api * Rename file * Remove save mean and inv std * Revert "refine welford max count calculation" This reverts commit022365802b. * Fix order of parameter * refine welford max count calculation again * Remove fp32 instances * Fix bug of padding * refactor api * Support bf16 * Extract common function * Refine arg of operator() * Add kMThreadPerBlock to template parameter * clang format * Refine variable name * Refine file name * remove redundant line * refactor layernorm2d pipeline and add block-per-block utility * fix name * rename more * add more block-per-tile instance * remove duplicated define * update instance for 2048, 1024 case * support up to 2048 now * opt loading * add n1536 * Add two pass pipeline * format * Fix incorrect type * parallel compilation * Use smaller N * fix 2p pass * Support Repeat_M in distribution * Refine nameing * Add reduce example --------- Co-authored-by: letaoqin <letaoqin@amd.com> Co-authored-by: aska-0096 <haocwang@amd.com> Co-authored-by: rocking <ChunYu.Lai@amd.com> Co-authored-by: carlushuang <carlus.huang@amd.com> [ROCm/composable_kernel commit:0394f8a713]
208 lines
6.6 KiB
C++
208 lines
6.6 KiB
C++
// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2024, Advanced Micro Devices, Inc. All rights reserved.
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#pragma once
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#if defined(__gfx908__) || defined(__gfx90a__) || defined(__gfx940__) || defined(__gfx941__) || \
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defined(__gfx942__)
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#define __gfx9__
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#endif
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#if defined(__gfx940__) || defined(__gfx941__) || defined(__gfx942__)
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#define __gfx94__
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#endif
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#if defined(__gfx1030__) || defined(__gfx1031__) || defined(__gfx1032__) || \
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defined(__gfx1034__) || defined(__gfx1035__) || defined(__gfx1036__)
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#define __gfx103__
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#endif
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#if defined(__gfx1100__) || defined(__gfx1101__) || defined(__gfx1102__) || defined(__gfx1103__)
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#define __gfx11__
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#endif
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#if defined(__gfx1200__) || defined(__gfx1201__)
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#define __gfx12__
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#endif
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#include "hip/hip_version.h"
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#ifndef CK_TILE_DONT_USE_HIP_RUNTIME_HEADERS
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#include "hip/hip_runtime.h"
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#include "hip/hip_fp16.h"
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#endif
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#ifdef __HIPCC__
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#define CK_TILE_HOST inline __host__
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#define CK_TILE_DEVICE inline __device__
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#define CK_TILE_HOST_DEVICE inline __host__ __device__
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#define CK_TILE_DEVICE_EXTERN __device__
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#define CK_TILE_HOST_DEVICE_EXTERN __host__ __device__
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#else
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#define CK_TILE_HOST inline
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#define CK_TILE_DEVICE inline
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#define CK_TILE_HOST_DEVICE inline
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#define CK_TILE_DEVICE_EXTERN
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#define CK_TILE_HOST_DEVICE_EXTERN
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#endif
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#ifndef CK_TILE_USE_CUSTOM_DATA_TYPE
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#define CK_TILE_USE_CUSTOM_DATA_TYPE 0 // custom data type will generate extra move/bfi code
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#endif
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#define CK_TILE_FLOAT_TO_BFLOAT16_STANDARD 0
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#define CK_TILE_FLOAT_TO_BFLOAT16_TRUNCATE_WITH_NAN 1
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#define CK_TILE_FLOAT_TO_BFLOAT16_TRUNCATE 2
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#define CK_TILE_FLOAT_TO_BFLOAT16_STANDARD_ASM 3
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#ifndef CK_TILE_FLOAT_TO_BFLOAT16_DEFAULT
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#define CK_TILE_FLOAT_TO_BFLOAT16_DEFAULT CK_TILE_FLOAT_TO_BFLOAT16_TRUNCATE
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#endif
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#define CK_TILE_FLOAT_TO_FP8_STANDARD 0
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#define CK_TILE_FLOAT_TO_FP8_STOCHASTIC 1
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#ifndef CK_TILE_FLOAT_TO_FP8_DEFAULT
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#define CK_TILE_FLOAT_TO_FP8_DEFAULT CK_TILE_FLOAT_TO_FP8_STANDARD
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#endif
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// in the old rocm period, we have to use tuple array implementation to implement this
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// so turn on the _USE_TUPLE if meet compiler error, otherwise _USE_ARRAY by default.
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#define CK_TILE_STATICALLY_INDEXED_ARRAY_USE_ARRAY 0
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#define CK_TILE_STATICALLY_INDEXED_ARRAY_USE_TUPLE 1
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#ifndef CK_TILE_STATICALLY_INDEXED_ARRAY_DEFAULT
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#define CK_TILE_STATICALLY_INDEXED_ARRAY_DEFAULT CK_TILE_STATICALLY_INDEXED_ARRAY_USE_TUPLE
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#endif
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#define CK_TILE_THREAD_BUFFER_USE_ARRAY 0
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#define CK_TILE_THREAD_BUFFER_USE_TUPLE 1
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#ifndef CK_TILE_THREAD_BUFFER_DEFAULT
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#define CK_TILE_THREAD_BUFFER_DEFAULT CK_TILE_THREAD_BUFFER_USE_ARRAY
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#endif
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#ifndef CK_TILE_TUPLE_CTOR_WITH_INITIALIZER_LIST
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#if CK_TILE_THREAD_BUFFER_DEFAULT == CK_TILE_THREAD_BUFFER_USE_TUPLE
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// if using tuple-array as thread_buffer implementation, need to support {} brace init
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// ... with similiar behavior as array
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#define CK_TILE_TUPLE_CTOR_WITH_INITIALIZER_LIST 1
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#else
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#define CK_TILE_TUPLE_CTOR_WITH_INITIALIZER_LIST 0
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#endif
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#endif
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#ifndef CK_TILE_USE_LAUNCH_BOUNDS
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#define CK_TILE_USE_LAUNCH_BOUNDS 1
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#endif
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#ifndef CK_TILE_TIME_KERNEL
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#define CK_TILE_TIME_KERNEL 1
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#endif
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#define CK_TILE_MAX_THREAD_PER_BLOCK 256
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#define CK_TILE_MIN_BLOCK_PER_CU 2
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#ifndef CK_TILE_EXPERIMENTAL_USE_BUFFER_LOAD_OOB_CHECK_OFFSET_TRICK
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#define CK_TILE_EXPERIMENTAL_USE_BUFFER_LOAD_OOB_CHECK_OFFSET_TRICK 0
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#endif
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#ifndef CK_TILE_EXPERIMENTAL_USE_BUFFER_STORE_OOB_CHECK_OFFSET_TRICK
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#define CK_TILE_EXPERIMENTAL_USE_BUFFER_STORE_OOB_CHECK_OFFSET_TRICK 1
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#endif
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#ifndef CK_TILE_EXPERIMENTAL_USE_BUFFER_ATOMIC_ADD_OOB_CHECK_OFFSET_TRICK
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#define CK_TILE_EXPERIMENTAL_USE_BUFFER_ATOMIC_ADD_OOB_CHECK_OFFSET_TRICK 1
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#endif
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#ifndef CK_TILE_EXPERIMENTAL_USE_BUFFER_ATOMIC_MAX_OOB_CHECK_OFFSET_TRICK
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#define CK_TILE_EXPERIMENTAL_USE_BUFFER_ATOMIC_MAX_OOB_CHECK_OFFSET_TRICK 1
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#endif
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#ifndef CK_TILE_USE_AMD_LDS_DIRECT_LOAD_INLINE_ASM
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#define CK_TILE_USE_AMD_LDS_DIRECT_LOAD_INLINE_ASM 1
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#endif
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#ifndef CK_TILE_USE_AMD_BUFFER_LOAD
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#define CK_TILE_USE_AMD_BUFFER_LOAD 1
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#endif
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#ifndef CK_TILE_USE_AMD_BUFFER_STORE
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#define CK_TILE_USE_AMD_BUFFER_STORE 1
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#endif
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#ifndef CK_TILE_USE_AMD_BUFFER_ATOMIC_ADD_INTEGER
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#define CK_TILE_USE_AMD_BUFFER_ATOMIC_ADD_INTEGER 1
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#endif
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// buffer atomic add: floating point
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#ifndef __HIP_DEVICE_COMPILE__ // for host code
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#define CK_TILE_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT 1
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#elif defined(__gfx9__) // for GPU code
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#define CK_TILE_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT 1
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#else // for GPU code
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#define CK_TILE_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT 0
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#endif
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#if(defined(__gfx90a__) || defined(__gfx94__)) // for GPU code
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#define CK_TILE_USE_AMD_BUFFER_ATOMIC_MAX_FLOAT64 1
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#else
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#define CK_TILE_USE_AMD_BUFFER_ATOMIC_MAX_FLOAT64 0
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#endif
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#ifndef CK_TILE_EXPERIMENTAL_USE_MEMCPY_FOR_VECTOR_ACCESS
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#define CK_TILE_EXPERIMENTAL_USE_MEMCPY_FOR_VECTOR_ACCESS 0
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#endif
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#ifndef CK_TILE_WORKAROUND_SWDEV_XXXXXX_INT8_DS_WRITE_ISSUE
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#define CK_TILE_WORKAROUND_SWDEV_XXXXXX_INT8_DS_WRITE_ISSUE 1
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#endif
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#ifndef CK_TILE_WORKAROUND_ROCM_6_1_SCRATCH_MEMORY_ISSUE
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#if HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR == 1 && HIP_VERSION_PATCH >= 40091
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#define CK_TILE_WORKAROUND_ROCM_6_1_SCRATCH_MEMORY_ISSUE 1
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#else
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#define CK_TILE_WORKAROUND_ROCM_6_1_SCRATCH_MEMORY_ISSUE 0
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#endif
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#endif
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// workaround for ROCm 6.2 and later
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#ifndef CK_TILE_WORKAROUND_ROCM_6_2_SCRATCH_MEMORY_ISSUE
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#if(HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR == 2 && HIP_VERSION_PATCH >= 41133) || \
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(HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR == 3 && HIP_VERSION_PATCH >= 42131) || \
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(HIP_VERSION_MAJOR == 6 && HIP_VERSION_MINOR > 3)
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#define CK_TILE_WORKAROUND_ROCM_6_2_SCRATCH_MEMORY_ISSUE 1
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#else
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#define CK_TILE_WORKAROUND_ROCM_6_2_SCRATCH_MEMORY_ISSUE 0
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#endif
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#endif
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#ifndef CK_TILE_DEBUG_LOG
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#define CK_TILE_DEBUG_LOG 0
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#endif
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#ifndef __HIP_DEVICE_COMPILE__ // for host code
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#define CK_TILE_BUFFER_RESOURCE_3RD_DWORD 0xffffffff
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#elif defined(__gfx803__) || defined(__gfx900__) || defined(__gfx906__) || \
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defined(__gfx9__) // for GPU code
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#define CK_TILE_BUFFER_RESOURCE_3RD_DWORD 0x00020000
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#elif defined(__gfx103__) // for GPU code
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#define CK_TILE_BUFFER_RESOURCE_3RD_DWORD 0x31014000
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#elif defined(__gfx11__) || defined(__gfx12__) // for GPU code
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#define CK_TILE_BUFFER_RESOURCE_3RD_DWORD 0x31004000
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#endif
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#ifndef CK_TILE_EXPERIMENTAL_BLOCK_SYNC_LDS_WITHOUT_SYNC_VMEM
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#define CK_TILE_EXPERIMENTAL_BLOCK_SYNC_LDS_WITHOUT_SYNC_VMEM 1
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#endif
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#ifndef CK_TILE_USE_SUBDWORD_TILE_CAST
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#define CK_TILE_USE_SUBDWORD_TILE_CAST 0
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#endif
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#ifndef CK_TILE_USE_PK_FP16_TILE_CAST
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#define CK_TILE_USE_PK_FP16_TILE_CAST 0
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#endif
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// TODO: better solve this inside compiler
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#ifndef CK_TILE_FMHA_FWD_FAST_EXP2
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#define CK_TILE_FMHA_FWD_FAST_EXP2 0
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#endif
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#ifndef CK_TILE_BUFFER_LOAD_RAW_BF16_WA
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#define CK_TILE_BUFFER_LOAD_RAW_BF16_WA 1
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#endif
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