1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
|
# Copyright 2013-2022 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)
from spack import *
class CosmoflowBenchmark(Package, CudaPackage):
"""This is a an implementation of the CosmoFlow 3D convolutional neural
network for benchmarking. It is written in TensorFlow with the Keras API
and uses Horovod for distributed training."""
homepage = "https://github.com/sparticlesteve/cosmoflow-benchmark"
git = "https://github.com/sparticlesteve/cosmoflow-benchmark.git"
tags = ['proxy-app']
version('master', branch='master')
depends_on('python@3:', type=('build', 'run'))
depends_on('py-h5py', type=('build', 'run'))
depends_on('py-numpy', type=('build', 'run'))
depends_on('py-pandas', type=('build', 'run'))
depends_on('py-pyyaml', type=('build', 'run'))
depends_on('py-horovod', type=('build', 'run'))
depends_on('py-mpi4py', type=('build', 'run'))
depends_on('py-tensorflow+cuda', when='+cuda', type=('build', 'run'))
depends_on('py-tensorflow~cuda~nccl', when='~cuda', type=('build', 'run'))
depends_on('py-torch+cuda', when='+cuda', type=('build', 'run'))
depends_on('py-torch~cuda~cudnn~nccl', when='~cuda', type=('build', 'run'))
depends_on('py-horovod tensor_ops=mpi', when='~cuda', type=('build', 'run'))
def install(self, spec, prefix):
# Mostly about providing an environment so just copy everything
install_tree('.', prefix)
|
