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get_torch_device

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

get_torch_device appears in the code Syntology harvested for 7 papers, as 6 distinct code bodies found in 7 places (a place is one code body under one paper). At least one of them ran in 5 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 get_torch_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 5 of the 6 distinct code bodies named get_torch_device; 1 is 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
3ran
1unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 7 places is 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 2 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
CosMAP: Contrastive Manifold Approximation and Projection for Dimensionality Reduction of Omics and Genealogical Data added by Syntology 2026-08 (from id) FenosoaRandrianjatovo/CosMAP-dr/src/cosmapdr/cosmapdr.py 1241e28c5451ee6b ran · our draft was wrong BSD-2-Clause (permissive)
CurveRL: Principled Distribution-Aware Context Reweighting for LLM Reasoning added by Syntology 2026-05 (from id) zhyzmath/CurveRL/recipe/sppo/sppo_ray_trainer.py dc1eedb995052004 ran Apache-2.0 (permissive)
ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge 28 May 2025 tutujingyugang1/ChatVLA_public/torch_utils.py 34e8df99936714a4 unverified MIT (permissive)
TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation 19 Sep 2024 liyaxuanliyaxuan/TinyVLA/torch_utils.py 34e8df99936714a4 unverified MIT (permissive)
Large Language Models Can Self-Improve At Web Agent Tasks 30 May 2024 AjayP13/webdreamer/src/project/devices.py 722a305d9794bd53 ran MIT (permissive)
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation 2 May 2024 c-juhwan/unigen/task/classification/train_sungen.py c93ef2fc98dd3ddc ran · our draft was wrong no licence file found · pointer only
Language Models as Hierarchy Encoders 21 Jan 2024 krr-oxford/hierarchytransformers/src/hierarchy_transformers/utils.py d6008ccf36dffe15 ran Apache-2.0 (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