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External ROCm: add example configuration (spack#39602)
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* add an example of an external rocm configuration
* include more info
* generalize section to all GPU support
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scheibelp committed Aug 26, 2023
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113 changes: 113 additions & 0 deletions lib/spack/docs/gpu_configuration.rst
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.. Copyright 2013-2023 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)
==========================
Using External GPU Support
==========================

Many packages come with a ``+cuda`` or ``+rocm`` variant. With no added
configuration Spack will download and install the needed components.
It may be preferable to use existing system support: the following sections
help with using a system installation of GPU libraries.

-----------------------------------
Using an External ROCm Installation
-----------------------------------

Spack breaks down ROCm into many separate component packages. The following
is an example ``packages.yaml`` that organizes a consistent set of ROCm
components for use by dependent packages:

.. code-block:: yaml
packages:
all:
compiler: [rocmcc@=5.3.0]
variants: amdgpu_target=gfx90a
hip:
buildable: false
externals:
- spec: hip@5.3.0
prefix: /opt/rocm-5.3.0/hip
hsa-rocr-dev:
buildable: false
externals:
- spec: hsa-rocr-dev@5.3.0
prefix: /opt/rocm-5.3.0/
llvm-amdgpu:
buildable: false
externals:
- spec: llvm-amdgpu@5.3.0
prefix: /opt/rocm-5.3.0/llvm/
comgr:
buildable: false
externals:
- spec: comgr@5.3.0
prefix: /opt/rocm-5.3.0/
hipsparse:
buildable: false
externals:
- spec: hipsparse@5.3.0
prefix: /opt/rocm-5.3.0/
hipblas:
buildable: false
externals:
- spec: hipblas@5.3.0
prefix: /opt/rocm-5.3.0/
rocblas:
buildable: false
externals:
- spec: rocblas@5.3.0
prefix: /opt/rocm-5.3.0/
rocprim:
buildable: false
externals:
- spec: rocprim@5.3.0
prefix: /opt/rocm-5.3.0/rocprim/
This is in combination with the following compiler definition:

.. code-block:: yaml
compilers:
- compiler:
spec: rocmcc@=5.3.0
paths:
cc: /opt/rocm-5.3.0/bin/amdclang
cxx: /opt/rocm-5.3.0/bin/amdclang++
f77: null
fc: /opt/rocm-5.3.0/bin/amdflang
operating_system: rhel8
target: x86_64
This includes the following considerations:

- Each of the listed externals specifies ``buildable: false`` to force Spack
to use only the externals we defined.
- ``spack external find`` can automatically locate some of the ``hip``/``rocm``
packages, but not all of them, and furthermore not in a manner that
guarantees a complementary set if multiple ROCm installations are available.
- The ``prefix`` is the same for several components, but note that others
require listing one of the subdirectories as a prefix.

-----------------------------------
Using an External CUDA Installation
-----------------------------------

CUDA is split into fewer components and is simpler to specify:

.. code-block:: yaml
packages:
all:
variants:
- cuda_arch=70
cuda:
buildable: false
externals:
- spec: cuda@11.0.2
prefix: /opt/cuda/cuda-11.0.2/
where ``/opt/cuda/cuda-11.0.2/lib/`` contains ``libcudart.so``.
1 change: 1 addition & 0 deletions lib/spack/docs/index.rst
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extensions
pipelines
signing
gpu_configuration

.. toctree::
:maxdepth: 2
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