Modify all_reduce to take group#2712
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vfdev-5 merged 63 commits intopytorch:masterfrom Sep 28, 2022
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puhuk
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Sep 19, 2022
vfdev-5
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Sep 22, 2022
puhuk
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Sep 26, 2022
vfdev-5
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Sep 27, 2022
| if group is not None: | ||
| if not isinstance(group, hvd.ProcessSet): | ||
| raise ValueError("Argument group should be list of int or ProcessSet") | ||
| hvd.init(process_sets=[group]) |
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@puhuk do you know what hvd.init(process_sets=[group]) does ?
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Isn't it initialize the horovod to take process_sets with specified process set like group ?
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and how it works if horovod is already initialized ?
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It sets up the horovod backend again by calling _setup_process_sets. So it should not be called after already initialized ?
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There are two options in initializing horovod
- Static initialization like
hvd.init(process_sets= ~~)--> In this case, when initialized, process_set can not be changed - Dynamic process set like
hvd.init(process_sets="dynamic")--> In this case, process set can be altered dynamically
vfdev-5
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Description: Modify all_reduce to take
groupCheck list: