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divide

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

divide appears in the code Syntology harvested for 14 papers, as 10 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 5 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 divide 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 6 of the 10 distinct code bodies named divide; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
2ran
4unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 14 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

14 papers shown of 14, newest first; 14 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. 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
PowerStep: Memory-Efficient Adaptive Optimization via ℓ p -Norm Steepest Descent added by Syntology 2026-05 (from id) yaolubrain/PowerStep/megatron/core/utils.py 33de97c702d46371 ran · honoured contract fingerprinted no licence file found · pointer only
MAGI-1: Autoregressive Video Generation at Scale 19 May 2025 sandai-org/magi-1/inference/common/common_utils.py 54e6e277fc00c617 unverified Apache-2.0 (permissive)
Training Neural Networks as Recognizers of Formal Languages 11 Nov 2024 rycolab/neural-network-recognizers/src/recognizers/analysis/plot_cross_entropy_vs_num_edits.py ab34813074cc49bf unverified MIT (permissive)
Tree of Problems: Improving structured problem solving with compositionality 9 Oct 2024 ArmelRandy/tree-of-problems/top/divide.py d945e94523780ec5 unverified Apache-2.0 (permissive)
ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking 17 Jun 2024 gaffey/excp/LMtrainer/mpu/utils.py 33de97c702d46371 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs 14 Jun 2024 ahans30/goldfish-loss/axonn_fabric/fabric.py b38ee8cd162d2d61 ran fingerprinted Apache-2.0 (permissive)
Sailor: Open Language Models for South-East Asia 4 Apr 2024 epfllm/megatron-llm/megatron/core/utils.py 33de97c702d46371 ran · honoured contract fingerprinted no licence file found · pointer only
Neural Network Diffusion 20 Feb 2024 nus-hpc-ai-lab/neural-network-diffusion/workspace/ensemble.py e71aa8dc6a57287b ran no licence file found · pointer only
Fengshenbang 1.0: Being the Foundation of Chinese Cognitive Intelligence 7 Sep 2022 idea-ccnl/fengshenbang-lm/fengshen/models/DAVAE/GPT2ModelForLatent.py 33de97c702d46371 ran · honoured contract fingerprinted Apache-2.0 (permissive)
Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization 9 Jun 2022 adrianjav/impartial-vaes/heterogeneous/torchmoo/mtl.py d68a00f830d4ed18 ran · our draft was wrong fingerprinted MIT (permissive)
LinkBERT: Pretraining Language Models with Document Links 29 Mar 2022 michiyasunaga/LinkBERT/src/seqcls/utils_hoc.py c2cd56888edff13a unverified Apache-2.0 (permissive)
Any equation is a forest: Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE) 9 Jun 2021 YuntianChen/SGA-PDE/codes/configure.py c6fbd09210e67c4a ran · violated contract fingerprinted MIT (permissive)
RotoGrad: Gradient Homogenization in Multitask Learning 3 Mar 2021 adrianjav/rotograd/rotograd/rotograd.py 3f26bd1327c42c88 ran · our draft was wrong fingerprinted no licence file found · pointer only
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism 17 Sep 2019 qhduan/CPM-LM-TF2/CPM-Generate/mpu/transformer.py 33de97c702d46371 ran · honoured contract fingerprinted 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