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is_parallel

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

is_parallel appears in the code Syntology harvested for 15 papers, as 5 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 1 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 is_parallel 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 1 of the 5 distinct code bodies named is_parallel; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 2 of the 15 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

15 papers shown of 15, newest first; 15 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; 4 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
LookBench: A Live and Holistic Open Benchmark for Fashion Image Retrieval added by Syntology 2026-01 (from id) wuji3/Doraemon/doraemon/models/ema.py 2b10d244238ec0cb unverified GPL-3.0 (copyleft) · pointer only
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer 14 Oct 2024 mit-han-lab/hart/hart/modules/utils/network.py b0d3762fc8297376 unverified MIT (permissive)
MCC-KD: Multi-CoT Consistent Knowledge Distillation 23 Oct 2023 homzer/MCC-KD/src/checkpoint.py 1326a47fdc9814bd ran no licence file found · pointer only
Self-Supervised Video Similarity Learning 6 Apr 2023 gkordo/s2vs/utils.py 2b10d244238ec0cb unverified MIT (permissive)
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception 3 Apr 2023 youngskkim/CRN/callbacks/ema.py bbbb5d6a28074b9d unverified MIT (permissive)
AeDet: Azimuth-invariant Multi-view 3D Object Detection 22 Nov 2022 fcjian/AeDet/callbacks/ema.py bbbb5d6a28074b9d unverified MIT (permissive)
aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range Perception 17 Nov 2022 aimotive/mm_training/callbacks/ema.py bbbb5d6a28074b9d unverified MIT (permissive)
BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo 21 Sep 2022 ZRandomize/MatrixVT/bevdepth/callbacks/ema.py bbbb5d6a28074b9d unverified MIT (permissive)
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection 6 Jul 2022 Megvii-BaseDetection/DenseTeacher/coco-full-LSJ/ema.py bbbb5d6a28074b9d unverified Apache-2.0 (permissive)
TinyTL: Reduce Activations, Not Trainable Parameters for Efficient On-Device Learning 22 Jul 2020 mit-han-lab/tinyML/netaug/utils/profile.py b0d3762fc8297376 unverified MIT (permissive)
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation 30 Mar 2018 barisbatuhan/dass_det_inference/dass_det/utils/ema.py bbbb5d6a28074b9d unverified Apache-2.0 (permissive)
arXiv:aaai_28449 cskkxjk/Vampire/src/callbacks/ema.py bbbb5d6a28074b9d unverified MIT (permissive)
arXiv:aaai_25233 Megvii-BaseDetection/BEVDepth/bevdepth/callbacks/ema.py bbbb5d6a28074b9d unverified MIT (permissive)
arXiv:Wang_Object_Detection_using_Event_Camera_A_MoE_Heat_Conduction_based_CVPR_2025_paper Event-AHU/OpenEvDET/CvHeat-DET/src/misc/dist.py 4e1a75edd563a7bf unverified MIT (permissive)
arXiv:Deng_Harmonious_Teacher_for_Cross-Domain_Object_Detection_CVPR_2023_paper kinredon/Harmonious-Teacher/ht_c2b/ema.py bbbb5d6a28074b9d unverified 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