What is recorded here?
Integrated ring-based collective reduction and a small training-code interface to simplify multi-accelerator data-parallel training.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Ring all-reduce is inherited, not invented here. Speedup depends on interconnect, batch size and workload; year follows the paper rather than the earlier release.
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People and systems
Alexander Sergeev; Mike Del Balso
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Sergeev and Del Balso: Horovod distributed deep-learning integration
Integrated ring-based collective reduction and a small training-code interface to simplify multi-accelerator data-parallel training.
Scientific scope
Ring all-reduce is inherited, not invented here. Speedup depends on interconnect, batch size and workload; year follows the paper rather than the earlier release.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Alexander Sergeev; Mike Del Balso
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.