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# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
# Spack Project Developers. See the top-level COPYRIGHT file for details.
#
# SPDX-License-Identifier: (Apache-2.0 OR MIT)
import os
from spack import *
class Lbann(CMakePackage, CudaPackage):
"""LBANN: Livermore Big Artificial Neural Network Toolkit. A distributed
memory, HPC-optimized, model and data parallel training toolkit for deep
neural networks."""
homepage = "http://software.llnl.gov/lbann/"
url = "https://github.com/LLNL/lbann/archive/v0.91.tar.gz"
git = "https://github.com/LLNL/lbann.git"
maintainers = ['bvanessen']
version('develop', branch='develop')
version('0.101', sha256='69d3fe000a88a448dc4f7e263bcb342c34a177bd9744153654528cd86335a1f7')
version('0.100', sha256='d1bab4fb6f1b80ae83a7286cc536a32830890f6e5b0c3107a17c2600d0796912')
version('0.99', sha256='3358d44f1bc894321ce07d733afdf6cb7de39c33e3852d73c9f31f530175b7cd')
version('0.98.1', sha256='9a2da8f41cd8bf17d1845edf9de6d60f781204ebd37bffba96d8872036c10c66')
version('0.98', sha256='8d64b9ac0f1d60db553efa4e657f5ea87e790afe65336117267e9c7ae6f68239')
version('0.97.1', sha256='2f2756126ac8bb993202cf532d72c4d4044e877f4d52de9fdf70d0babd500ce4')
version('0.97', sha256='9794a706fc7ac151926231efdf74564c39fbaa99edca4acb745ee7d20c32dae7')
version('0.96', sha256='97af78e9d3c405e963361d0db96ee5425ee0766fa52b43c75b8a5670d48e4b4a')
version('0.95', sha256='d310b986948b5ee2bedec36383a7fe79403721c8dc2663a280676b4e431f83c2')
version('0.94', sha256='567e99b488ebe6294933c98a212281bffd5220fc13a0a5cd8441f9a3761ceccf')
version('0.93', sha256='77bfd7fe52ee7495050f49bcdd0e353ba1730e3ad15042c678faa5eeed55fb8c')
version('0.92', sha256='9187c5bcbc562c2828fe619d53884ab80afb1bcd627a817edb935b80affe7b84')
version('0.91', sha256='b69f470829f434f266119a33695592f74802cff4b76b37022db00ab32de322f5')
variant('al', default=True, description='Builds with support for Aluminum Library')
variant('build_type', default='Release',
description='The build type to build',
values=('Debug', 'Release'))
variant('conduit', default=True,
description='Builds with support for Conduit Library '
'(note that for v0.99 conduit is required)')
variant('deterministic', default=False,
description='Builds with support for deterministic execution')
variant('dihydrogen', default=False,
description='Builds with support for DiHydrogen Tensor Library')
variant('distconv', default=False,
description='Builds with support for spatial, filter, or channel '
'distributed convolutions')
variant('docs', default=False, description='Builds with support for building documentation')
variant('dtype', default='float',
description='Type for floating point representation of weights',
values=('float', 'double'))
variant('extras', default=False, description='Add python modules for LBANN related tools')
variant('fft', default=False, description='Support for FFT operations')
variant('half', default=False,
description='Builds with support for FP16 precision data types')
variant('nvprof', default=False, description='Build with region annotations for NVPROF')
variant('opencv', default=True,
description='Builds with support for image processing with OpenCV')
variant('vtune', default=False, description='Builds with support for Intel VTune')
# Variant Conflicts
conflicts('@:0.90,0.99:', when='~conduit')
conflicts('@:0.90,0.102:', when='+fft')
conflicts('~cuda', when='+nvprof')
depends_on('cmake@3.17.0:', type='build')
# Specify the correct versions of Hydrogen
depends_on('hydrogen@:1.3.4', when='@0.95:0.100')
depends_on('hydrogen@1.4.0:1.4.99', when='@0.101:0.101.99')
depends_on('hydrogen@1.5.0:', when='@:0.90,0.102:')
# Add Hydrogen variants
depends_on('hydrogen +openmp +openmp_blas +shared +int64')
depends_on('hydrogen ~al', when='~al')
depends_on('hydrogen +al', when='+al')
depends_on('hydrogen ~cuda', when='~cuda')
depends_on('hydrogen +cuda', when='+cuda')
depends_on('hydrogen ~half', when='~half')
depends_on('hydrogen +half', when='+half')
depends_on('hydrogen build_type=Debug', when='build_type=Debug')
# Older versions depended on Elemental not Hydrogen
depends_on('elemental +openmp_blas +shared +int64', when='@0.91:0.94')
depends_on('elemental +openmp_blas +shared +int64 build_type=Debug',
when='build_type=Debug @0.91:0.94')
# Specify the correct version of Aluminum
depends_on('aluminum@:0.3.99', when='@0.95:0.100 +al')
depends_on('aluminum@0.4:0.4.99', when='@0.101:0.101.99 +al')
depends_on('aluminum@0.5:', when='@:0.90,0.102: +al')
# Add Aluminum variants
depends_on('aluminum +cuda +nccl +ht +cuda_rma', when='+al +cuda')
depends_on('dihydrogen +openmp', when='+dihydrogen')
depends_on('dihydrogen ~cuda', when='+dihydrogen ~cuda')
depends_on('dihydrogen +cuda', when='+dihydrogen +cuda')
depends_on('dihydrogen ~al', when='+dihydrogen ~al')
depends_on('dihydrogen +al', when='+dihydrogen +al')
depends_on('dihydrogen +distconv +cuda', when='+distconv')
depends_on('dihydrogen ~half', when='+dihydrogen ~half')
depends_on('dihydrogen +half', when='+dihydrogen +half')
depends_on('dihydrogen@0.1', when='@0.101:0.101.99 +dihydrogen')
depends_on('dihydrogen@:0.0,0.2:', when='@:0.90,0.102: +dihydrogen')
conflicts('~dihydrogen', when='+distconv')
for arch in CudaPackage.cuda_arch_values:
depends_on('hydrogen cuda_arch=%s' % arch, when='cuda_arch=%s' % arch)
depends_on('aluminum cuda_arch=%s' % arch, when='+al +cuda cuda_arch=%s' % arch)
depends_on('dihydrogen cuda_arch=%s' % arch, when='+dihydrogen cuda_arch=%s' % arch)
depends_on('nccl cuda_arch=%s' % arch, when='+cuda cuda_arch=%s' % arch)
depends_on('cudnn', when='@0.90:0.100.99 +cuda')
depends_on('cudnn@8.0.2:', when='@:0.90,0.101: +cuda')
depends_on('cub', when='@0.94:0.98.2 +cuda ^cuda@:10.99')
depends_on('mpi')
depends_on('hwloc@1.11:', when='@:0.90,0.102:')
depends_on('hwloc@1.11:1.11.99', when='@0.95:0.101.99')
depends_on('half', when='+half')
depends_on('fftw +openmp +mpi', when='+fft')
# LBANN wraps OpenCV calls in OpenMP parallel loops, build without OpenMP
# Additionally disable video related options, they incorrectly link in a
# bad OpenMP library when building with clang or Intel compilers
depends_on('opencv@4.1.0: build_type=RelWithDebInfo +core +highgui '
'+imgcodecs +imgproc +jpeg +png +tiff +zlib +fast-math ~cuda',
when='+opencv')
# Note that for Power systems we want the environment to add +powerpc +vsx
depends_on('opencv@4.1.0: +powerpc +vsx', when='+opencv arch=ppc64le:')
depends_on('cnpy')
depends_on('nccl', when='@0.94:0.98.2 +cuda')
depends_on('conduit@0.4.0: +hdf5~hdf5_compat', when='@0.94:0.99 +conduit')
depends_on('conduit@0.4.0: +hdf5~hdf5_compat', when='@:0.90,0.99:')
depends_on('python@3:3.7.9 +shared', type=('build', 'run'), when='@:0.90,0.99:')
extends("python")
depends_on('py-setuptools', type='build')
depends_on('py-argparse', type='run', when='@:0.90,0.99: ^python@:2.6')
depends_on('py-configparser', type='run', when='@:0.90,0.99: +extras')
depends_on('py-graphviz@0.10.1:', type='run', when='@:0.90,0.99: +extras')
depends_on('py-matplotlib@3.0.0:', type='run', when='@:0.90,0.99: +extras')
depends_on('py-numpy@1.16.0:', type=('build', 'run'), when='@:0.90,0.99: +extras')
depends_on('py-onnx@1.3.0:', type='run', when='@:0.90,0.99: +extras')
depends_on('py-pandas@0.24.1:', type='run', when='@:0.90,0.99: +extras')
depends_on('py-texttable@1.4.0:', type='run', when='@:0.90,0.99: +extras')
depends_on('py-pytest', type='test', when='@:0.90,0.99:')
depends_on('py-protobuf+cpp@3.10.0', type=('build', 'run'), when='@:0.90,0.99:')
depends_on('protobuf+shared@3.10.0', when='@:0.90,0.99:')
depends_on('py-breathe', type='build', when='+docs')
depends_on('doxygen', type='build', when='+docs')
depends_on('py-m2r', type='build', when='+docs')
depends_on('cereal')
depends_on('catch2', type='test')
depends_on('clara')
depends_on('llvm-openmp', when='%apple-clang')
generator = 'Ninja'
depends_on('ninja', type='build')
@property
def common_config_args(self):
spec = self.spec
# Environment variables
cppflags = []
cppflags.append('-DLBANN_SET_EL_RNG -ldl')
return [
'-DCMAKE_CXX_FLAGS=%s' % ' '.join(cppflags),
'-DLBANN_VERSION=spack',
'-DCNPY_DIR={0}'.format(spec['cnpy'].prefix),
]
def setup_build_environment(self, env):
if self.spec.satisfies('%apple-clang'):
env.append_flags(
'CPPFLAGS', self.compiler.openmp_flag)
env.append_flags(
'CFLAGS', self.spec['llvm-openmp'].headers.include_flags)
env.append_flags(
'CXXFLAGS', self.spec['llvm-openmp'].headers.include_flags)
env.append_flags(
'LDFLAGS', self.spec['llvm-openmp'].libs.ld_flags)
# Get any recent versions or non-numeric version
# Note that develop > numeric and non-develop < numeric
@when('@:0.90,0.94:')
def cmake_args(self):
spec = self.spec
args = self.common_config_args
args.extend([
'-DCMAKE_CXX_STANDARD=14',
'-DCMAKE_CUDA_STANDARD=14',
'-DLBANN_DETERMINISTIC:BOOL=%s' % ('+deterministic' in spec),
'-DLBANN_WITH_HWLOC=%s' % ('+hwloc' in spec),
'-DLBANN_WITH_ALUMINUM:BOOL=%s' % ('+al' in spec),
'-DLBANN_WITH_CONDUIT:BOOL=%s' % ('+conduit' in spec),
'-DLBANN_WITH_CUDA:BOOL=%s' % ('+cuda' in spec),
'-DLBANN_WITH_CUDNN:BOOL=%s' % ('+cuda' in spec),
'-DLBANN_WITH_FFT:BOOL=%s' % ('+fft' in spec),
'-DLBANN_WITH_TBINF=OFF',
'-DLBANN_WITH_UNIT_TESTING:BOOL=%s' % (self.run_tests),
'-DLBANN_WITH_VTUNE:BOOL=%s' % ('+vtune' in spec),
'-DLBANN_DATATYPE={0}'.format(spec.variants['dtype'].value),
'-DCEREAL_DIR={0}'.format(spec['cereal'].prefix),
# protobuf is included by py-protobuf+cpp
'-DProtobuf_DIR={0}'.format(spec['protobuf'].prefix),
'-Dprotobuf_MODULE_COMPATIBLE=ON'])
if spec.satisfies('@:0.90') or spec.satisfies('@0.95:'):
args.append(
'-DHydrogen_DIR={0}/CMake/hydrogen'.format(
spec['hydrogen'].prefix))
elif spec.satisfies('@0.94'):
args.append(
'-DElemental_DIR={0}/CMake/elemental'.format(
spec['elemental'].prefix))
if spec.satisfies('@0.94:0.98.2'):
args.append('-DLBANN_WITH_NCCL:BOOL=%s' %
('+cuda +nccl' in spec))
if '+vtune' in spec:
args.append('-DVTUNE_DIR={0}'.format(spec['vtune'].prefix))
if '+al' in spec:
args.append('-DAluminum_DIR={0}'.format(spec['aluminum'].prefix))
if '+conduit' in spec:
args.append('-DConduit_DIR={0}'.format(spec['conduit'].prefix))
# Add support for OpenMP with external (Brew) clang
if spec.satisfies('%clang platform=darwin'):
clang = self.compiler.cc
clang_bin = os.path.dirname(clang)
clang_root = os.path.dirname(clang_bin)
args.extend([
'-DOpenMP_CXX_FLAGS=-fopenmp=libomp',
'-DOpenMP_CXX_LIB_NAMES=libomp',
'-DOpenMP_libomp_LIBRARY={0}/lib/libomp.dylib'.format(
clang_root)])
if '+opencv' in spec:
args.append('-DOpenCV_DIR:STRING={0}'.format(
spec['opencv'].prefix))
if '+cuda' in spec:
args.append(
'-DCUDA_TOOLKIT_ROOT_DIR={0}'.format(
spec['cuda'].prefix))
args.append(
'-DcuDNN_DIR={0}'.format(
spec['cudnn'].prefix))
if spec.satisfies('@0.94:0.98.2'):
if spec.satisfies('^cuda@:10.99'):
args.append('-DCUB_DIR={0}'.format(
spec['cub'].prefix))
if '+nccl' in spec:
args.append(
'-DNCCL_DIR={0}'.format(
spec['nccl'].prefix))
args.append(
'-DLBANN_WITH_NVPROF:BOOL=%s' % ('+nvprof' in spec))
if spec.satisfies('@:0.90') or spec.satisfies('@0.100:'):
args.append(
'-DLBANN_WITH_DIHYDROGEN:BOOL=%s' % ('+dihydrogen' in spec))
if spec.satisfies('@:0.90') or spec.satisfies('@0.101:'):
args.append(
'-DLBANN_WITH_DISTCONV:BOOL=%s' % ('+distconv' in spec))
return args
@when('@0.91:0.93')
def cmake_args(self):
spec = self.spec
args = self.common_config_args
args.extend([
'-DWITH_CUDA:BOOL=%s' % ('+cuda' in spec),
'-DWITH_CUDNN:BOOL=%s' % ('+cuda' in spec),
'-DELEMENTAL_USE_CUBLAS:BOOL=%s' % (
'+cublas' in spec['elemental']),
'-DWITH_TBINF=OFF',
'-DWITH_VTUNE=OFF',
'-DElemental_DIR={0}'.format(spec['elemental'].prefix),
'-DELEMENTAL_MATH_LIBS={0}'.format(
spec['elemental'].libs),
'-DVERBOSE=0',
'-DLBANN_HOME=.'])
if spec.variants['dtype'].value == 'float':
args.append('-DDATATYPE=4')
elif spec.variants['dtype'].value == 'double':
args.append('-DDATATYPE=8')
if '+opencv' in spec:
args.append('-DOpenCV_DIR:STRING={0}'.format(
spec['opencv'].prefix))
if '+cudnn' in spec:
args.append('-DcuDNN_DIR={0}'.format(
spec['cudnn'].prefix))
if '+cub' in spec and spec.satisfies('^cuda@:10.99'):
args.append('-DCUB_DIR={0}'.format(
spec['cub'].prefix))
return args
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