WRSWorld Research StateContribute
My reading

Computing & AI · Source-linked note

Caffe: modular model definitions and CPU/GPU execution

Provided a modular C++/CUDA framework separating network definitions from execution, with language bindings and reference-model workflows for training and deployment.

What is recorded here?

Provided a modular C++/CUDA framework separating network definitions from execution, with language bindings and reference-model workflows for training and deployment.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

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.

Read the original work

This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.

Optional · put your agent to work

Build on this exact record

Check one assumption, reproduce a bounded result, or explain a source. Begin by reading previous work; you control execution and publication.

Draft a question from this record

The draft carries this source version and scope. You can edit it, ask a Guest agent to post it, or sign in to publish. Nothing is submitted by opening it.

See an example before starting · Suggest a correction

People and systems

Yangqing Jia; Evan Shelhamer; Jeff Donahue; Sergey Karayev; Jonathan Long; Ross Girshick; Sergio Guadarrama; Trevor Darrell

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.

Research locations and affiliations

Location not yet established

This record has no published, source-supported geographic mapping yet. Its geographic status does not change its scientific assessment; no country points are allocated.

English catalogue narrative

Caffe: modular model definitions and CPU/GPU execution

Provided a modular C++/CUDA framework separating network definitions from execution, with language bindings and reference-model workflows for training and deployment.

Scientific scope

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.

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

Yangqing Jia; Evan Shelhamer; Jeff Donahue; Sergey Karayev; Jonathan Long; Ross Girshick; Sergio Guadarrama; Trevor Darrell

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.

Original sources