39 lines
1.5 KiB
Python
39 lines
1.5 KiB
Python
# Copyright 2013-2023 Lawrence Livermore National Security, LLC and other
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# Spack Project Developers. See the top-level COPYRIGHT file for details.
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#
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# SPDX-License-Identifier: (Apache-2.0 OR MIT)
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from spack.package import *
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class CosmoflowBenchmark(Package, CudaPackage):
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"""This is a an implementation of the CosmoFlow 3D convolutional neural
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network for benchmarking. It is written in TensorFlow with the Keras API
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and uses Horovod for distributed training."""
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homepage = "https://github.com/sparticlesteve/cosmoflow-benchmark"
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git = "https://github.com/sparticlesteve/cosmoflow-benchmark.git"
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tags = ["proxy-app"]
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version("master", branch="master")
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depends_on("python@3:", type=("build", "run"))
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depends_on("py-h5py", type=("build", "run"))
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depends_on("py-numpy", type=("build", "run"))
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depends_on("py-pandas", type=("build", "run"))
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depends_on("py-pyyaml", type=("build", "run"))
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depends_on("py-horovod", type=("build", "run"))
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depends_on("py-mpi4py", type=("build", "run"))
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depends_on("py-tensorflow+cuda", when="+cuda", type=("build", "run"))
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depends_on("py-tensorflow~cuda~nccl", when="~cuda", type=("build", "run"))
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depends_on("py-torch+cuda", when="+cuda", type=("build", "run"))
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depends_on("py-torch~cuda~cudnn~nccl", when="~cuda", type=("build", "run"))
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depends_on("py-horovod tensor_ops=mpi", when="~cuda", type=("build", "run"))
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def install(self, spec, prefix):
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# Mostly about providing an environment so just copy everything
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install_tree(".", prefix)
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