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setup_device

Syntologyentry name in harvested coderead from the graph 2026-09-24

setup_device appears in the code Syntology harvested for 7 papers, as 7 distinct code bodies found in 7 places (a place is one code body under one paper). At least one of them ran in 2 of the papers; 0 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named setup_device do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 2 of the 7 distinct code bodies named setup_device; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
0ran
5unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 7 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

7 papers shown of 7, newest first; 7 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
ReCALL: Recalibrating Capability Degradation for MLLM-based Composed Image Retrieval added by Syntology 2026-02 (from id) RemRico/Recall/eval_fashioniq.py 0a74668bbf6c7dbc unverified no licence file found · pointer only
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing 27 May 2025 thu-nics/r2r/script/evaluate/hf_dataset_sglang.py d052903f421f3efd ran · our draft was wrong Apache-2.0 (permissive)
Integrating Graph Neural Networks and Many-Body Expansion Theory for Potential Energy Surfaces 3 Nov 2024 lin-group-at-umass/fbgnn-mbe/src/train_student.py 2553bc29565df269 ran · our draft was wrong MIT (permissive)
Novel Class Discovery: an Introduction and Key Concepts 22 Feb 2023 orange-opensource/practicalncd/src/utils.py 7a14639795a9a29b unverified MIT (permissive)
REPLUG: Retrieval-Augmented Black-Box Language Models 30 Jan 2023 intellabs/fastrag/fastrag/generators/gaudi_utils.py 3c215e4cbc96b8b6 unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration 29 Nov 2022 yungchentang/NCToolkit/neural_clamping/utils.py 8c4115659e249493 unverified MIT (permissive)
Fine-tuning CNN Image Retrieval with No Human Annotation 3 Nov 2017 nikosefth/freedom/utils.py 777f1dfa3b9a30cc unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections