AWhat changed
Scheduled inter-batch forward and backward work over automatically partitioned layer pipelines and retained parameter versions for matching computations.
Scientific scope
Scheduled inter-batch forward and backward work over automatically partitioned layer pipelines and retained parameter versions for matching computations. Weight versioning makes local forward/backward computations consistent but does not make the asynchronous pipeline identical to synchronous SGD. Staleness and extra state remain.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Weight versioning makes local forward/backward computations consistent but does not make the asynchronous pipeline identical to synchronous SGD. Staleness and extra state remain.
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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