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PositionWiseFeedForward

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

PositionWiseFeedForward appears in the code Syntology harvested for 7 papers, as 9 distinct code bodies found in 9 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 3 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 PositionWiseFeedForward 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 8 of the 9 distinct code bodies named PositionWiseFeedForward; 1 is 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
8ran
1unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 9 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

7 papers shown of 7, newest first; 9 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. 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
MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition 31 May 2024 sakura2233565548/masa/moco/GCN_Transformer_mask.py fd6c5d5dbab2c8c5 ran no licence file found · pointer only
Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network 9 Jan 2023 Mr-Neko/EPNG/models/EPNG/MainModule.py ae58a70d08cb83df ran · metamorphic tier: invariant no licence file found · pointer only
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale 22 Oct 2020 arkel23/PyTorch-Pretrained-ViT/pytorch_pretrained_vit/model.py 70f627aa7f4853c5 ran · metamorphic tier: deterministic no licence file found · pointer only
Self-Paced Learning for Neural Machine Translation 9 Oct 2020 wanyu2018umac/Self-Paced-Learning-for-Neural-Machine-Translation/train/train_single.py 3e20057ca76ab6bb unverified no licence file found · pointer only
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations 26 Sep 2019 graykode/ALBERT-Pytorch/models.py e952b1d84bed0af6 ran · metamorphic tier: deterministic fingerprinted Apache-2.0 (permissive)
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 11 Oct 2018 dhlee347/pytorchic-bert/models.py a10a2edb3945c395 ran fingerprinted Apache-2.0 (permissive)
Attention Is All You Need 12 Jun 2017 antoinecollas/transformer_neural_machine_translation/transformer/transformer.py a66caf0c85edd571 ran · metamorphic tier: deterministic MIT (permissive)
Attention Is All You Need 12 Jun 2017 soumik12345/transformer.pytorch/src/model.py 171f1d06df67fcbb ran no licence file found · pointer only
Attention Is All You Need 12 Jun 2017 WenjieDu/PyPOTS/pypots/nn/modules/transformer/autoencoder.py c0d1ad85bb628b3e ran · metamorphic tier: invariant fingerprinted BSD-3-Clause (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