Home › Code › init_distributed

init_distributed

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

init_distributed appears in the code Syntology harvested for 10 papers, as 11 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 3 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 init_distributed 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 3 of the 11 distinct code bodies named init_distributed; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
8unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 12 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

10 papers shown of 10, newest first; 12 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
Generative Replica-Exchange: A Flow-based Framework for Accelerating Replica Exchange Simulations added by Syntology 2026-03 (from id) Hhuangsj/GREX/BPTI/BPTI-CF-bbp.py d9228bbe6ae95d8a unverified no licence file found · pointer only
Generative Replica-Exchange: A Flow-based Framework for Accelerating Replica Exchange Simulations added by Syntology 2026-03 (from id) Hhuangsj/GREX/BPTI/bpti-GF-bbp.py 064944ce6ec6787c unverified no licence file found · pointer only
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models 12 Oct 2024 openreasoner/openr/distributed/utils.py ffa3288e3e43d6ee unverified MIT (permissive)
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking 28 Sep 2024 Eric-LRL/Brain-JEPA/src/utils/distributed.py 142ac3204d76d27b ran no licence file found · pointer only
OVA-DETR: Open Vocabulary Aerial Object Detection Using Image-Text Alignment and Fusion 22 Aug 2024 GT-Wei/RT-OVAD/src/misc/dist.py f4c8d56689a4f3bb ran Apache-2.0 (permissive)
Generative Active Learning for Long-tailed Instance Segmentation 4 Jun 2024 aim-uofa/DiverGen/DiverGen/filteration/get_clip_score.py 313bd22b056120f7 unverified BSD-2-Clause (permissive)
Generative Active Learning for Long-tailed Instance Segmentation 4 Jun 2024 aim-uofa/DiverGen/DiverGen/filteration/clean_pool_if.py 6c76a9bfda987c86 unverified BSD-2-Clause (permissive)
NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning 12 Mar 2024 expectorlin/navcot/finetune_src/utils/distributed.py 8638e244b7ad3376 unverified no licence file found · pointer only
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model 1 Feb 2024 hzc1208/lmht_snn/hybrid_train.py 8b975cea75b61471 ran · honoured contract fingerprinted no licence file found · pointer only
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization 14 Jun 2020 Siyu-C/ACAR-Net/distributed_utils.py bae310a052f21971 unverified Apache-2.0 (permissive)
arXiv:aaai_28597 GengzeZhou/NavGPT/nav_src/utils/distributed.py 8638e244b7ad3376 unverified MIT (permissive)
arXiv:Kang_A_Soft_Nearest-Neighbor_Framework_for_Continual_Semi-Supervised_Learning_ICCV_2023_paper kangzhiq/NNCSL/src/utils.py e7624fb24ac607d1 unverified MIT recorded; this copy not marked cleared · pointer only

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