AWhat changed
Specified tensor dimensions across logical processor-mesh dimensions and compiled distributed operations into SPMD programs with collective communications.
Scientific scope
Specified tensor dimensions across logical processor-mesh dimensions and compiled distributed operations into SPMD programs with collective communications. Generalizes existing data/model parallelism rather than inventing them. Assumes identical reliable processors; a logical mesh is not a physical topology and communication cost remains. Reported Transformer scaling is workload/hardware-specific.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Generalizes existing data/model parallelism rather than inventing them. Assumes identical reliable processors; a logical mesh is not a physical topology and communication cost remains. Reported Transformer scaling is workload/hardware-specific.
Contributors
- Source-listed authors and technical contributors · SCIENCE: 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.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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