AWhat changed
Provided a modular C++/CUDA framework separating network definitions from execution, with language bindings and reference-model workflows for training and deployment.
Scientific scope
Provided a modular C++/CUDA framework separating network definitions from execution, with language bindings and reference-model workflows for training and deployment. Inherits CNNs/backpropagation and does not earn invention credit for implemented AlexNet/R-CNN models. Original paper distinguishes BSD framework code from academic/noncommercial reference-model terms; no blanket current model-rights claim. Performance figures are historical hardware/model results; first author's later Google job is not original Berkeley-work ownership.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits CNNs/backpropagation and does not earn invention credit for implemented AlexNet/R-CNN models. Original paper distinguishes BSD framework code from academic/noncommercial reference-model terms; no blanket current model-rights claim. Performance figures are historical hardware/model results; first author's later Google job is not original Berkeley-work ownership.
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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