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set_device

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

set_device appears in the code Syntology harvested for 16 papers, as 13 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 12 of the papers; 1 of the code bodies carries 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 set_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 9 of the 13 distinct code bodies named set_device; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
5ran · our draft was wrong
0ran · fixture could not drive it
4ran
4unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 16 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

16 papers shown of 16, newest first; 16 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; 2 papers have no page here and are shown by arXiv id only. 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
FASTLSQ: SOLVING PDES IN ONE SHOT VIA FOURIER FEATURES WITH EXACT ANALYTICAL DERIVATIVES added by Syntology 2026-02 (from id) sulcantonin/FastLSQ/fastlsq/device.py 2dfdb1e1b1adde16 unverified MIT (permissive)
arXiv:2507.04976 2025-07 (from id) EsYoon7/UVQA/data_generation/utils.py 167c8f10b0372c1e unverified no licence file found · pointer only
On the Role of Label Noise in the Feature Learning Process 25 May 2025 zzp1012/label-noise-theory/src/utils/utils.py 3e7cb9bdaf2ede2d ran MIT (permissive)
ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Language 7 Nov 2024 audreycs/ImpScore/utils.py b8a5ec84168326fb unverified no licence file found · pointer only
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs 9 Oct 2024 thunlp/DeepTHULAC/deepthulac/utils.py b573a2abcfda8b28 ran MIT (permissive)
Distribution-Aware Robust Learning from Long-Tailed Data with Noisy Labels 23 Jul 2024 JaesoonBaik1213/DaSC/settings/configs.py 1edaa58918fd8481 ran MIT (permissive)
Implicit In-context Learning 23 May 2024 lzvv123456/i2cl/utils.py 39337f4c7d83dd47 ran MIT (permissive)
Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty 17 Apr 2024 hugo101/hyperevidentialnn/loss.py 738b6fd08eb730be ran · our draft was wrong fingerprinted no licence file found · pointer only
Bridging Language and Items for Retrieval and Recommendation 6 Mar 2024 hyp1231/amazonreviews2023/product_search_results/eval_search.py ed35e0d4806e7255 ran · our draft was wrong MIT (permissive)
On the Emergence of Cross-Task Linearity in the Pretraining-Finetuning Paradigm 6 Feb 2024 zzp1012/cross-task-linearity/task_arithemetic_t5/utils.py 3e7cb9bdaf2ede2d ran MIT (permissive)
Prompt-augmented Temporal Point Process for Streaming Event Sequence 8 Oct 2023 yanyansann/prompttpp/model_run/neural_tpp/model/torch_model/torch_pro_anhp.py 2e7ad66f463619d1 ran · our draft was wrong Apache-2.0 (permissive)
Paint by Example: Exemplar-based Image Editing with Diffusion Models 23 Nov 2022 LonglongaaaGo/EXE-GAN/fid_eval.py 1fdf42050ecd38e7 unverified MIT (permissive)
Composite Feature Selection using Deep Ensembles 1 Nov 2022 a-norcliffe/composite-feature-selection/experiments/run_experiment.py 4321a42df5ef22c5 ran · our draft was wrong MIT (permissive)
BERT for Joint Intent Classification and Slot Filling 28 Feb 2019 yinghao1019/Joint_learn/predict.py cfd666d38b923d90 ran · our draft was wrong no licence file found · pointer only
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling 6 Sep 2016 identical code first harvested elsewhere cfd666d38b923d90 ran · our draft was wrong licence of this copy not recorded
arXiv:2025.findings-acl.307 hyp1231/AmazonReviews2023/product_search_results/eval_search.py ed35e0d4806e7255 ran · our draft was wrong 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