Add ROCm as alternative to CUDA for plugin use #461
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ryanhankins
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@ryanhankins Can you please add to commit message some information on which platforms you have tested this functionality to work properly? |
The nccl_net_ofi_cu* calls map directly to CUDA methods. Instead of this mapping, insert indirection via nccl_net_ofi_gpu methods so that the implementation of the methods depends on CUDA, but the methods themselves can be called for different underling frameworks (such as ROCm). Signed-off-by: Ryan Hankins <[email protected]>
ROCm provides an interface similar to CUDA, to work with AMD GPUs.
Provide a compile time option to build with ROCm instead of CUDA.
1. Add --with-rocm= flag to ./configure.
2. Make all CUDA calls "gpu" calls, which are independent of the
underlying framework.
3. Switch between _rocm and _cuda files at compile time to make the
appropriate calls.
4. When building for RCCL (AMD's NCCL), generate a rccl-net.so-named
plugin for binary compatibility.
Tested on:
1. HPE Cray EX with EX235A BardPeak GPUs + 200Gb Slingshot adapters.
2. HPE Cray EX with NVIDIA A100 SXM4 80GB GPUs + 200 Gb Slingshot
adapters.
Signed-off-by: Ryan Hankins <[email protected]>
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Description of changes:
See commit messages for more detail. Add a --with-rocm flag to configure.ac to switch between CUDA and ROCm GPU calls, to support AMD GPUs. Add code to fiiles to abstract CUDA calls, and, upon the use of the --with-rocm option, to call the ROCm alternatives.
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.