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AllGather

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

AllGather appears in the code Syntology harvested for 13 papers, as 13 distinct code bodies found in 13 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 2 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 AllGather 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 11 of the 13 distinct code bodies named AllGather; 2 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
11ran
2unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 13 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

13 papers shown of 13, newest first; 13 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
Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings added by Syntology 2026-05 (from id) DopamineLcy/conns/conns/loss.py 2e136285a741a20a ran no licence file found · pointer only
Multi-Perspective Subimage CLIP with Keyword Guidance for Remote Sensing Image-Text Retrieval added by Syntology 2026-01 (from id) Lcrucial1f/MPS-CLIP/models/mpsclip.py ca8a9f13e020ca92 ran Apache-2.0 (permissive)
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment 17 Feb 2025 TrustedLLM/AutoRegEmbed/src/modeling/modeling_autoregembed.py 953781d84ef8e8ee ran no licence file found · pointer only
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation 30 Sep 2024 camma-public/peskavlp/codes/engines/engine_phase_video_hierarchy.py 8ca1275e7e3d3105 ran no licence file found · pointer only
Efficient Remote Sensing with Harmonized Transfer Learning and Modality Alignment 28 Apr 2024 seekerhuang/harma/models/model_retrieval.py 3d8d0c7edd3e4998 unverified Apache-2.0 (permissive)
Invariant Feature Regularization for Fair Face Recognition 23 Oct 2023 panasonicconnect/invreg/utils/utils_invreg.py 1736503522b025e1 ran fingerprinted MIT (permissive)
Representation Learning via Consistent Assignment of Views over Random Partitions 19 Oct 2023 sthalles/carp/modules/carp_loss.py b72b086ec0bbd4c5 ran no licence file found · pointer only
From Sparse to Soft Mixtures of Experts 2 Aug 2023 lucidrains/soft-moe-pytorch/soft_moe_pytorch/soft_moe.py f86d2cc1b619c3a7 ran fingerprinted MIT (permissive)
PuMer: Pruning and Merging Tokens for Efficient Vision Language Models 27 May 2023 csarron/pumer/src/pumer/model/pruner.py 01294f03cdd7b3b4 ran MIT (permissive)
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens 27 Mar 2023 yuxiaochen1103/fdt/prototype/model/clip_fdt.py c64326f5874bc072 unverified Apache-2.0 (permissive)
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning 25 Mar 2023 jpthu17/dicosa/tvr/models/modeling.py 72bb773921596f80 ran Apache-2.0 (permissive)
PaLM: Scaling Language Modeling with Pathways 5 Apr 2022 lucidrains/CoCa-pytorch/coca_pytorch/coca_pytorch.py 54e85922a73fb785 ran MIT (permissive)
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples 28 Apr 2021 facebookresearch/suncet/src/losses.py f68fac75925a8996 ran 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