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246 changes: 177 additions & 69 deletions transformer_engine/common/ck_fused_attn/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -8,48 +8,58 @@ project(ck_fused_attn LANGUAGES HIP CXX)

set(AITER_MHA_INSTALL_PREFIX "transformer_engine" CACHE STRING "aiter mha shared lib install prefix in TE")

#Corresponding runtime check is in nvte_get_fused_attn_backend()
list(FIND CMAKE_HIP_ARCHITECTURES "gfx1250" _gfx1250_idx)
if(NOT _gfx1250_idx EQUAL -1)
message(WARNING
"Removing unsupported gfx1250 from CMAKE_HIP_ARCHITECTURES for ck_fused_attn build.")
list(REMOVE_ITEM CMAKE_HIP_ARCHITECTURES "gfx1250")
list(LENGTH CMAKE_HIP_ARCHITECTURES _hip_arch_count)
if(_hip_arch_count EQUAL 0)
message(FATAL_ERROR
"No supported architectures remain for the ck_fused_attn build. "
"Re-run the build with FUSED_ATTN_CK backend disabled.")
endif()
set(GPU_TARGETS ${CMAKE_HIP_ARCHITECTURES})
endif()
set(__AITER_SOURCE_DIR "${CMAKE_CURRENT_LIST_DIR}/../../../3rdparty/QoLA/3rdparty/aiter")
# gfx1250 carries AITER V3 bwd kernels only (hd128, bf16, batch mode). The
# runtime envelope is enforced in nvte_get_fused_attn_backend().
set(__QOLA_DIR "${CMAKE_CURRENT_LIST_DIR}/../../../3rdparty/QoLA")
set(__AITER_SOURCE_DIR "${__QOLA_DIR}/build/third_party/aiter")
set(__CK_SOURCE_DIR "${__AITER_SOURCE_DIR}/3rdparty/composable_kernel")

set(CK_INCLUDE_DIR "${__CK_SOURCE_DIR}/include")
message(STATUS "ck_include_dir: ${CK_INCLUDE_DIR}")
if(NOT EXISTS "${CK_INCLUDE_DIR}")
message(FATAL_ERROR
"Could not find CK API. "
"Try running 'git submodule update --init --recursive' "
"within the Transformer Engine source.")
endif()

set(AITER_INCLUDE_DIR "${__AITER_SOURCE_DIR}/csrc/include")
message(STATUS "aiter_include_dir: ${AITER_INCLUDE_DIR}")
if(NOT EXISTS "${AITER_INCLUDE_DIR}")
message(FATAL_ERROR
"Could not find AITER API. "
"Try running 'git submodule update --init --recursive' "
"within the Transformer Engine source.")
endif()

if(NOT Python_EXECUTABLE)
find_package(Python COMPONENTS Interpreter QUIET)
endif()

# Resolve the manifest-pinned AITER commit (defines AITER_SHA) and bring the
# QoLA-managed AITER source tree to that commit before any consumer reads it
# (header validation below, header includes for the .cpp build later, and
# QoLA's own kernel build if the prebuilt cache misses).
include("${CMAKE_CURRENT_LIST_DIR}/aiter_prebuilt.cmake")

if(Python_EXECUTABLE)
set(__QOLA_MANIFEST "${CMAKE_CURRENT_LIST_DIR}/qola_manifest.toml")
# Redirect GIT_CONFIG_GLOBAL to a tempfile carrying `safe.directory = *` so
# git operations inside the QoLA-managed AITER tree (and its recursive
# submodules) work in containerized builds where the bind-mounted .git is
# owned by a different UID than the build process. Mirrors the pattern in
# transformer_engine/common/CMakeLists.txt:get_git_commit().
execute_process(
COMMAND ${Python_EXECUTABLE} ${CMAKE_CURRENT_LIST_DIR}/check_aiter_mha_args.py --mode both --te-dir "${CMAKE_CURRENT_LIST_DIR}/../../.."
COMMAND sh -c
"tmp=$(mktemp /tmp/gitconfig.XXXXXX) || exit 1; \
GIT_CONFIG_GLOBAL=$tmp git config --global --add safe.directory '*' >/dev/null 2>&1; \
GIT_CONFIG_GLOBAL=$tmp PYTHONPATH=\"${__QOLA_DIR}:$PYTHONPATH\" '${Python_EXECUTABLE}' -m qola.cli checkout \
--manifest '${__QOLA_MANIFEST}' \
--aiter-root '${__AITER_SOURCE_DIR}'; \
rc=$?; rm -f \"$tmp\"; exit $rc"
RESULT_VARIABLE AITER_CHECKOUT_RESULT
OUTPUT_VARIABLE AITER_CHECKOUT_OUTPUT
ERROR_VARIABLE AITER_CHECKOUT_ERROR
OUTPUT_STRIP_TRAILING_WHITESPACE
ERROR_STRIP_TRAILING_WHITESPACE
)
if(NOT AITER_CHECKOUT_RESULT EQUAL 0)
message(FATAL_ERROR
"Failed to sync AITER source tree at ${__AITER_SOURCE_DIR} to "
"manifest-pinned commit ${AITER_SHA}.\n"
"${AITER_CHECKOUT_OUTPUT}\n${AITER_CHECKOUT_ERROR}")
endif()
message(STATUS "[AITER] Synced ${__AITER_SOURCE_DIR} to ${AITER_SHA}")

execute_process(
COMMAND ${Python_EXECUTABLE} ${CMAKE_CURRENT_LIST_DIR}/check_aiter_mha_args.py
--mode both
--te-dir "${CMAKE_CURRENT_LIST_DIR}/../../.."
--aiter-root "${__AITER_SOURCE_DIR}"
RESULT_VARIABLE AITER_ARG_CHECK_RESULT
OUTPUT_VARIABLE AITER_ARG_CHECK_OUTPUT
ERROR_VARIABLE AITER_ARG_CHECK_ERROR
Expand All @@ -64,50 +74,125 @@ if(Python_EXECUTABLE)
endif()
message(STATUS "AITER API validation passed via check_aiter_mha_args.py")
else()
message(WARNING "Python interpreter not found; skipping AITER API validation.")
message(WARNING "Python interpreter not found; skipping AITER source-tree sync and API validation.")
endif()

if(DEFINED AITER_MHA_PATH)
message(STATUS "[AITER-BUILD] Using AITER_MHA_PATH=${AITER_MHA_PATH}")
# use pre-built te_libmha_fwd.so te_libmha_bwd.so
set(__AITER_MHA_PATH ${AITER_MHA_PATH})
else()
set(__AITER_MHA_PATH "")
include("${CMAKE_CURRENT_LIST_DIR}/aiter_prebuilt.cmake")
get_prebuilt_aiter(__AITER_MHA_PATH)
# Sanity-check the resolved include directories now that `qola checkout` has
# materialized the AITER tree.
message(STATUS "ck_include_dir: ${CK_INCLUDE_DIR}")
if(NOT EXISTS "${CK_INCLUDE_DIR}")
message(FATAL_ERROR
"Could not find CK API at ${CK_INCLUDE_DIR}. "
"Re-run the build to let `qola checkout` clone AITER and its "
"composable_kernel submodule.")
endif()

if(__AITER_MHA_PATH STREQUAL "")
# If not available, fallback: Build from source via QoLA
list(JOIN CMAKE_HIP_ARCHITECTURES ";" GPU_ARCHS_STR)
message(STATUS "[AITER-BUILD] Building AITER kernels for ${GPU_ARCHS_STR} via QoLA.")
set(__QOLA_DIR "${CMAKE_CURRENT_LIST_DIR}/../../../3rdparty/QoLA")
set(__QOLA_BUILD_DIR "${__QOLA_DIR}/build")
set(__QOLA_MANIFEST "${CMAKE_CURRENT_LIST_DIR}/qola_manifest.toml")
execute_process(
COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${__QOLA_DIR}:$ENV{PYTHONPATH}"
${Python_EXECUTABLE} -m qola.cli build
--manifest ${__QOLA_MANIFEST}
--aiter-root ${__AITER_SOURCE_DIR}
--output-dir ${__QOLA_BUILD_DIR}
--arch "${GPU_ARCHS_STR}"
RESULT_VARIABLE QOLA_BUILD_RESULT
)
if(NOT QOLA_BUILD_RESULT EQUAL 0)
message(FATAL_ERROR "[AITER-BUILD] QoLA build failed.")
message(STATUS "aiter_include_dir: ${AITER_INCLUDE_DIR}")
if(NOT EXISTS "${AITER_INCLUDE_DIR}")
message(FATAL_ERROR
"Could not find AITER API at ${AITER_INCLUDE_DIR}. "
"Re-run the build to let `qola checkout` clone AITER.")
endif()

# Partition the requested HIP architectures into the CK-full set (CDNA, where
# the AITER CK FMHA template headers compile) and the V3-asm-only set. gfx1250
# (RDNA4) has AITER V3 *backward* asm kernels but no CK FMHA support and no
# forward kernels, so it is built as a separate CK-free library (namespace
# te_v3, manifest qola_manifest_gfx1250.toml) and dispatched at runtime in
# ck_attn_bwd. The two tiers coexist via distinct QoLA namespaces.
set(__CK_FULL_ARCHS ${CMAKE_HIP_ARCHITECTURES})
set(__HAS_GFX1250 FALSE)
list(FIND __CK_FULL_ARCHS "gfx1250" __GFX1250_IDX)
if(NOT __GFX1250_IDX EQUAL -1)
set(__HAS_GFX1250 TRUE)
list(REMOVE_ITEM __CK_FULL_ARCHS "gfx1250")
endif()
list(LENGTH __CK_FULL_ARCHS __CK_FULL_ARCH_COUNT)
if(__CK_FULL_ARCH_COUNT EQUAL 0 AND NOT __HAS_GFX1250)
message(FATAL_ERROR "ck_fused_attn: no target architectures requested.")
endif()

set(__AITER_MHA_PATH "")
set(__HAVE_CK_FULL FALSE)

# --- CK-full libraries (CDNA): te_libmha_fwd.so / te_libmha_bwd.so ---
if(__CK_FULL_ARCH_COUNT GREATER 0)
set(__HAVE_CK_FULL TRUE)
if(DEFINED AITER_MHA_PATH)
message(STATUS "[AITER-BUILD] Using AITER_MHA_PATH=${AITER_MHA_PATH}")
# use pre-built te_libmha_fwd.so te_libmha_bwd.so
set(__AITER_MHA_PATH ${AITER_MHA_PATH})
else()
get_prebuilt_aiter(__AITER_MHA_PATH)

if(__AITER_MHA_PATH STREQUAL "")
# If not available, fallback: Build from source via QoLA
list(JOIN __CK_FULL_ARCHS ";" GPU_ARCHS_STR)
message(STATUS "[AITER-BUILD] Building CK-full AITER kernels for ${GPU_ARCHS_STR} via QoLA.")
set(__QOLA_BUILD_DIR "${__QOLA_DIR}/build")
execute_process(
COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${__QOLA_DIR}:$ENV{PYTHONPATH}"
${Python_EXECUTABLE} -m qola.cli build
--manifest ${__QOLA_MANIFEST}
--aiter-root ${__AITER_SOURCE_DIR}
--output-dir ${__QOLA_BUILD_DIR}
--arch "${GPU_ARCHS_STR}"
RESULT_VARIABLE QOLA_BUILD_RESULT
)
if(NOT QOLA_BUILD_RESULT EQUAL 0)
message(FATAL_ERROR "[AITER-BUILD] QoLA build failed.")
endif()

# Copy the final .so libs and exported public headers into the aiter
# prebuilt cache so downstream consumers see a self-contained tree.
get_default_aiter_cache_dir(__QOLA_CACHE_DIR)
set(__QOLA_CACHE_LIB "${__QOLA_CACHE_DIR}/lib")
file(MAKE_DIRECTORY ${__QOLA_CACHE_LIB})
file(GLOB __QOLA_BUILT_LIBS "${__QOLA_BUILD_DIR}/lib/*.so")
file(COPY ${__QOLA_BUILT_LIBS} DESTINATION ${__QOLA_CACHE_LIB})
file(COPY "${__QOLA_BUILD_DIR}/include" DESTINATION "${__QOLA_CACHE_DIR}")
set(__AITER_MHA_PATH "${__QOLA_CACHE_LIB}")
else()
message(STATUS "[AITER-BUILD] Using pre-built AITER from ${__AITER_MHA_PATH}")
endif()
endif()
endif()

# --- V3-asm-only backward library (gfx1250): te_v3_libmha_bwd.so ---
# There is no prebuilt cache path for gfx1250 (no public prebuilt, and a CK-free
# asm build is cheap), so always build it from source via QoLA. Both manifests
# pin the same AITER commit and share the already-checked-out source tree.
if(__HAS_GFX1250)
set(__QOLA_MANIFEST_V3 "${CMAKE_CURRENT_LIST_DIR}/qola_manifest_gfx1250.toml")
set(__QOLA_BUILD_DIR_V3 "${__QOLA_DIR}/build_gfx1250")
message(STATUS "[AITER-BUILD] Building CK-free V3 backward (gfx1250) via QoLA.")
# The asm-only / CK-free flags (ONLY_FAV3=1, ENABLE_CK=0) are carried by the
# gfx1250 manifest's libmha_bwd module, so no special env is needed here.
execute_process(
COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${__QOLA_DIR}:$ENV{PYTHONPATH}"
${Python_EXECUTABLE} -m qola.cli build
--manifest ${__QOLA_MANIFEST_V3}
--aiter-root ${__AITER_SOURCE_DIR}
--output-dir ${__QOLA_BUILD_DIR_V3}
--arch "gfx1250"
RESULT_VARIABLE QOLA_V3_BUILD_RESULT
)
if(NOT QOLA_V3_BUILD_RESULT EQUAL 0)
message(FATAL_ERROR "[AITER-BUILD] QoLA gfx1250 V3 build failed.")
endif()

# Copy the final .so libs and exported public headers into the aiter
# prebuilt cache so downstream consumers see a self-contained tree.
# Stage the v3 lib next to the CK-full libs so a single link/-L/install path
# covers both. For a gfx1250-only build there are no CK-full libs, so set up
# the cache lib dir here and stage the v3 public headers too.
if(__AITER_MHA_PATH STREQUAL "")
get_default_aiter_cache_dir(__QOLA_CACHE_DIR)
set(__QOLA_CACHE_LIB "${__QOLA_CACHE_DIR}/lib")
file(MAKE_DIRECTORY ${__QOLA_CACHE_LIB})
file(GLOB __QOLA_BUILT_LIBS "${__QOLA_BUILD_DIR}/lib/*.so")
file(COPY ${__QOLA_BUILT_LIBS} DESTINATION ${__QOLA_CACHE_LIB})
file(COPY "${__QOLA_BUILD_DIR}/include" DESTINATION "${__QOLA_CACHE_DIR}")
file(COPY "${__QOLA_BUILD_DIR_V3}/include" DESTINATION "${__QOLA_CACHE_DIR}")
set(__AITER_MHA_PATH "${__QOLA_CACHE_LIB}")
else()
message(STATUS "[AITER-BUILD] Using pre-built AITER from ${__AITER_MHA_PATH}")
endif()
file(GLOB __QOLA_V3_LIBS "${__QOLA_BUILD_DIR_V3}/lib/te_v3_*.so")
file(COPY ${__QOLA_V3_LIBS} DESTINATION ${__AITER_MHA_PATH})
endif()

set(ck_fused_attn_SOURCES)
Expand All @@ -124,7 +209,18 @@ endforeach()
add_library(ck_fused_attn SHARED ${ck_fused_attn_SOURCES})
set(CK_FUSED_ATTN_COMPILE_OPTIONS)
list(APPEND CK_FUSED_ATTN_COMPILE_OPTIONS
-DCK_TILE_FLOAT_TO_BFLOAT16_DEFAULT=${CK_FUSED_ATTN_FLOAT_TO_BFLOAT16_DEFAULT})
-DCK_TILE_FLOAT_TO_BFLOAT16_DEFAULT=${CK_FUSED_ATTN_FLOAT_TO_BFLOAT16_DEFAULT}
-DENABLE_CK=1)
# Tier guards consumed by src/ck_fused_attn_{fwd,bwd}.cpp:
# NVTE_AITER_CK_FULL -> qola::te::{mha_fwd,mha_bwd} (CDNA) are linked
# NVTE_AITER_V3_BWD_GFX1250 -> qola::te_v3::mha_bwd (gfx1250) is linked +
# runtime-dispatched in ck_attn_bwd
if(__HAVE_CK_FULL)
list(APPEND CK_FUSED_ATTN_COMPILE_OPTIONS -DNVTE_AITER_CK_FULL)
endif()
if(__HAS_GFX1250)
list(APPEND CK_FUSED_ATTN_COMPILE_OPTIONS -DNVTE_AITER_V3_BWD_GFX1250)
endif()

# Public QoLA headers ship alongside the .so libs in ${__AITER_MHA_PATH}/../include
# (emitted by qola.cli build, or copied from the QoLA build dir above for the
Expand All @@ -141,10 +237,22 @@ target_include_directories(ck_fused_attn PRIVATE ${__QOLA_INCLUDE_DIR})

find_package(hip)
target_link_directories(ck_fused_attn PUBLIC ${__AITER_MHA_PATH})
list(APPEND ck_fused_attn_LINKER_LIBS hip::host hip::device roctx64 -l:te_libmha_fwd.so -l:te_libmha_bwd.so)
list(APPEND ck_fused_attn_LINKER_LIBS hip::host hip::device roctx64)
set(__INSTALL_AITER_LIBS)
if(__HAVE_CK_FULL)
list(APPEND ck_fused_attn_LINKER_LIBS -l:te_libmha_fwd.so -l:te_libmha_bwd.so)
list(APPEND __INSTALL_AITER_LIBS
${__AITER_MHA_PATH}/te_libmha_fwd.so
${__AITER_MHA_PATH}/te_libmha_bwd.so)
endif()
if(__HAS_GFX1250)
list(APPEND ck_fused_attn_LINKER_LIBS -l:te_v3_libmha_bwd.so)
list(APPEND __INSTALL_AITER_LIBS
${__AITER_MHA_PATH}/te_v3_libmha_bwd.so)
endif()
target_link_libraries(ck_fused_attn PUBLIC ${ck_fused_attn_LINKER_LIBS})
target_compile_options(ck_fused_attn PRIVATE ${CK_FUSED_ATTN_COMPILE_OPTIONS})
set_target_properties(ck_fused_attn PROPERTIES INSTALL_RPATH "$ORIGIN")

install(FILES ${__AITER_MHA_PATH}/te_libmha_fwd.so ${__AITER_MHA_PATH}/te_libmha_bwd.so DESTINATION ${CMAKE_INSTALL_PREFIX}/${AITER_MHA_INSTALL_PREFIX}/lib)
install(FILES ${__INSTALL_AITER_LIBS} DESTINATION ${CMAKE_INSTALL_PREFIX}/${AITER_MHA_INSTALL_PREFIX}/lib)
install(TARGETS ck_fused_attn DESTINATION ${CMAKE_INSTALL_PREFIX}/${AITER_MHA_INSTALL_PREFIX}/lib)
18 changes: 16 additions & 2 deletions transformer_engine/common/ck_fused_attn/aiter_prebuilt.cmake
Original file line number Diff line number Diff line change
Expand Up @@ -18,8 +18,22 @@ string(STRIP "${ROCM_VER_CONTENT}" ROCM_VER_CONTENT)
string(REGEX MATCH "^[0-9]+\\.[0-9]+" ROCM_VER "${ROCM_VER_CONTENT}")
string(REGEX MATCH "^[0-9]+" ROCM_VER_MAJOR "${ROCM_VER}")

# AITER commit
get_git_commit("${__AITER_SOURCE_DIR}" AITER_SHA)
# AITER commit — read from the QoLA manifest so the cache key tracks the
# commit QoLA will actually check out and build, not whatever happens to be
# the submodule's current HEAD at configure time.
set(__QOLA_MANIFEST "${CMAKE_CURRENT_LIST_DIR}/qola_manifest.toml")
set_property(DIRECTORY APPEND PROPERTY CMAKE_CONFIGURE_DEPENDS "${__QOLA_MANIFEST}")
file(STRINGS "${__QOLA_MANIFEST}" __AITER_COMMIT_LINES
REGEX "^[ \t]*aiter_commit[ \t]*=[ \t]*\"[^\"]+\"")
list(LENGTH __AITER_COMMIT_LINES __AITER_COMMIT_COUNT)
if(NOT __AITER_COMMIT_COUNT EQUAL 1)
message(FATAL_ERROR
"Expected exactly one 'aiter_commit = \"...\"' line in "
"${__QOLA_MANIFEST}, found ${__AITER_COMMIT_COUNT}.")
endif()
list(GET __AITER_COMMIT_LINES 0 __AITER_COMMIT_LINE)
string(REGEX MATCH "\"([^\"]+)\"" _UNUSED "${__AITER_COMMIT_LINE}")
set(AITER_SHA "${CMAKE_MATCH_1}")

# Cache key & local paths
set(AITER_CACHE_ROOT "${CMAKE_CURRENT_LIST_DIR}/../../../build/aiter-prebuilts")
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ def parse_with_skip_comments(buffer, line, regex, outputs):


def extract_fields_from_header(text: str, struct_name: str) -> List[str]:
struct_field_re = re.compile(r"([A-Za-z_][A-Za-z0-9_]*)\s*(?:=[^;]*)?;\s*$")
struct_field_re = re.compile(r"([A-Za-z_][A-Za-z0-9_]*)\s*(?:=[^;]*|\{[^;]*\})?;\s*$")
struct_end_re = re.compile(r"^\s*};\s*$")

struct_start_re = re.compile(rf"\bstruct\s+{re.escape(struct_name)}\b")
Expand Down Expand Up @@ -64,11 +64,14 @@ def main() -> int:
parser = argparse.ArgumentParser(description="Check aiter args usage vs header definition")
parser.add_argument("--mode", choices=["fwd", "bwd", "both"], default="both", help="Mode: fwd, bwd, or both")
parser.add_argument("--te-dir", type=Path, default=Path(__file__).parent.parent.parent.parent, help="Root directory of TransformerEngine")
parser.add_argument("--aiter-root", type=Path, default=None,
help="AITER source tree root. Defaults to <te-dir>/3rdparty/aiter.")
args = parser.parse_args()
aiter_root = args.aiter_root if args.aiter_root else args.te_dir / "3rdparty/aiter"
modes = ["fwd", "bwd"] if args.mode == "both" else [args.mode]
mismatch = 0
for mode in modes:
header_path = args.te_dir / f"3rdparty/aiter/csrc/include/mha_{mode}.h"
header_path = aiter_root / f"csrc/include/mha_{mode}.h"
source_path = args.te_dir / f"transformer_engine/common/ck_fused_attn/src/ck_fused_attn_{mode}.cpp"
header_text = header_path.read_text(encoding="utf-8")
source_text = source_path.read_text(encoding="utf-8")
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -113,7 +113,6 @@ struct CkAttnBwdArgs : CKAttnCommonArgs {
// dQ
void* dq_ptr = nullptr;
uint64_t stride_b_dq = 0, stride_h_dq = 0, stride_s_dq = 0;
void* dq_acc_ptr = nullptr;

// dK / dV expanded (MQA/GQA reduction inputs; null when h==hg)
void* dk_expanded_ptr = nullptr;
Expand Down
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
[qola]
aiter_commit = "33f2e6af5f39379c739720080ed0033d533f5cb2" # pinned AITER submodule commit
aiter_commit = "f03a4ec572bb3d9e15da3b346763c8f126feec0d" # pinned AITER submodule commit
namespace = "te"
rocm_versions = ["7.2"]

Expand All @@ -9,9 +9,11 @@ architectures = ["gfx950", "gfx942"]
[[modules]]
name = "libmha_fwd"
mode = "cpp_itfs"
receipt = 700
drop_srcs = ["mha_fwd_split.cu", "mha_fwd_batch_prefill.cu"]
drop_directions = ["fwd_splitkv", "batch_prefill"]

[[modules]]
name = "libmha_bwd"
mode = "cpp_itfs"
receipt = 700
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