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test_epoch

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

test_epoch appears in the code Syntology harvested for 14 papers, as 14 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 8 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 test_epoch 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 7 of the 14 distinct code bodies named test_epoch; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
2ran · fixture could not drive it
1ran
7unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 7 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

14 papers shown of 14, 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. 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
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion 17 Jul 2024 hejiaxiang1/wavelet-diffusion/train_wavelet.py 53735985be6626f7 ran no licence file found · pointer only
Aligning Large Language Models with Representation Editing: A Control Perspective 10 Jun 2024 lingkai-kong/re-control/train_value_model.py 9e69e7d1e58dec6b ran · honoured contract no licence file found · pointer only
Text + Sketch: Image Compression at Ultra Low Rates 4 Jul 2023 leieric/text-sketch/train_compressai.py 4d4553d8d2895e33 ran · our draft was wrong no licence file found · pointer only
Detecting Shortcuts in Medical Images -- A Case Study in Chest X-rays 8 Nov 2022 ameliajimenez/shortcuts-chest-xray/bin/test_model.py 266eb9acd1e4c6e4 ran · fixture could not drive it no licence file found · pointer only
Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels 29 Jul 2022 uitrbn/TSCSI_IDN/Train_cifar.py d988d4a899c17d25 unverified MIT (permissive)
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models 25 Jul 2022 WinoGAViL/WinoGAViL-experiments/run_trainable.py fcb30c44e7bcdb29 unverified MIT (permissive)
Offset equivariant networks and their applications 1 Jul 2022 claudio-unipv/offset-equivariant/train_cifar.py cec14bf3b67aabc4 ran · honoured contract MIT (permissive)
Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution 21 Feb 2022 skhnha/daft/ft_sgd.py 78430fe0e766f96a unverified MIT (permissive)
Complete parameter inference for GW150914 using deep learning 7 Aug 2020 stephengreen/lfi-gw/lfigw/a_flows.py e030786936fd331d unverified MIT (permissive)
Complete parameter inference for GW150914 using deep learning 7 Aug 2020 stephengreen/lfi-gw/lfigw/cvae.py c16ce5edc90153f8 unverified MIT (permissive)
Towards Physics-informed Deep Learning for Turbulent Flow Prediction 20 Nov 2019 Rose-STL-Lab/Turbulent-Flow-Net/utils/train_utils.py c22c10dcc86b0cfa unverified no licence file found · pointer only
Learning Embeddings into Entropic Wasserstein Spaces 8 May 2019 ridouaneg/Sinkhorn-Embeddings-MNIST/utils.py c6fdf71a2a9c6826 unverified MIT (permissive)
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels 18 Apr 2018 viethungluu/co-teaching/trainer.py 8fe822efc60545de ran · fixture could not drive it no licence file found · pointer only
In Defense of the Triplet Loss for Person Re-Identification 22 Mar 2017 adambielski/siamese-triplet/trainer.py 3d7ea6c7a90b443f ran · our draft was wrong BSD-3-Clause (permissive)
Deep metric learning using Triplet network 20 Dec 2014 identical code first harvested elsewhere 3d7ea6c7a90b443f ran · our draft was wrong licence of this copy not recorded

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