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nv-dlasalle ae8dbe6d3c [Feature][Performance] Implement NCCL wrapper for communicating NodeEmbeddings and sparse gradients. (#2825)
* Split NCCL wrapper from sparse optimizer and sparse embedding

* Add more unit tests for single node nccl

* Fix unit test for tf

* Switch to device histogram

* Fix histgram issues

* Finish migration to histogram

* Handle cases with zero send/recieve data

* Start on partition object

* Get compiling

* Updates

* Add unit tests

* Switch to partition object

* Fix linting issues

* Rename partition file

* Add python doc

* Fix python assert and finish doxygen comments

* Remove stubs for range based partition to satisfy pylint

* Wrap unit test in GPU only

* Wrap explicit cuda call in ifdef

* Merge with partition.py

* update docstrings

* Cleanup partition_op

* Add Workspace object

* Switch to using workspace object

* Move last remainder based function out of nccl_api

* Add error messages

* Update docs with examples

* Fix linting erros

Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
2021-05-20 10:58:17 -07:00

83 行
2.8 KiB
CMake

#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# Tries to find NCCL headers and libraries.
#
# Usage of this module as follows:
#
# find_package(NCCL)
#
# Variables used by this module, they can change the default behaviour and need
# to be set before calling find_package:
#
# NCCL_ROOT - When set, this path is inspected instead of standard library
# locations as the root of the NCCL installation.
# The environment variable NCCL_ROOT overrides this variable.
#
# This module defines
# Nccl_FOUND, whether nccl has been found
# NCCL_INCLUDE_DIR, directory containing header
# NCCL_LIBRARY, directory containing nccl library
# NCCL_LIB_NAME, nccl library name
# USE_NCCL_LIB_PATH, when set, NCCL_LIBRARY path is also inspected for the
# location of the nccl library. This would disable
# switching between static and shared.
#
# This module assumes that the user has already called find_package(CUDA)
#
# This file is from https://github.com/dmlc/xgboost, with modifications to
# check the version.
if (NCCL_LIBRARY)
if(NOT USE_NCCL_LIB_PATH)
# Don't cache NCCL_LIBRARY to enable switching between static and shared.
unset(NCCL_LIBRARY CACHE)
endif(NOT USE_NCCL_LIB_PATH)
endif()
if (BUILD_WITH_SHARED_NCCL)
# libnccl.so
set(NCCL_LIB_NAME nccl)
else ()
# libnccl_static.a
set(NCCL_LIB_NAME nccl_static)
endif (BUILD_WITH_SHARED_NCCL)
find_path(NCCL_INCLUDE_DIR
NAMES nccl.h
PATHS $ENV{NCCL_ROOT}/include ${NCCL_ROOT}/include)
# make sure it has point to point support
file(STRINGS "${NCCL_INCLUDE_DIR}/nccl.h" NCCL_VERSION_CODE REGEX "^#define[ \t]+NCCL_VERSION_CODE[ \t]+[0-9]+.*$" LIMIT_COUNT 1)
string(REGEX REPLACE "^.*NCCL_VERSION_CODE[ \t]+([0-9]+).*$" "\\1" NCCL_VERSION "${NCCL_VERSION_CODE}")
find_library(NCCL_LIBRARY
NAMES ${NCCL_LIB_NAME}
PATHS $ENV{NCCL_ROOT}/lib/ ${NCCL_ROOT}/lib)
if ("${NCCL_VERSION}" LESS "2700")
message(FATAL_ERROR "Require nccl >= 2700, but found ${NCCL_LIBRARY}==${NCCL_VERSION}")
else()
message(STATUS "Using nccl library: ${NCCL_LIBRARY} ${NCCL_VERSION}")
endif()
include(FindPackageHandleStandardArgs)
find_package_handle_standard_args(Nccl DEFAULT_MSG
NCCL_INCLUDE_DIR NCCL_LIBRARY)
mark_as_advanced(
NCCL_INCLUDE_DIR
NCCL_LIBRARY
)