Home › Code › check_md5

check_md5

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

check_md5 appears in the code Syntology harvested for 15 papers, as 3 distinct code bodies found in 15 places (a place is one code body under one paper). At least one of them ran in 14 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 check_md5 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 2 of the 3 distinct code bodies named check_md5; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 2 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

15 papers shown of 15, 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; 3 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
Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning 17 Sep 2024 khu-agi/vil/continual_datasets/dataset_utils.py b3cb500b2f04323d ran Apache-2.0 (permissive)
Robustifying and Boosting Training-Free Neural Architecture Search 12 Mar 2024 hzf1174/RoBoT/foresight/imagenet16.py 380a00b777aad655 ran · violated contract Apache-2.0 (permissive)
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers 18 Aug 2023 tdemin16/continual-layernorm-tuning/couple/continual_datasets/dataset_utils.py b3cb500b2f04323d ran Apache-2.0 (permissive)
DC-BENCH: Dataset Condensation Benchmark 20 Jul 2022 justincui03/dc_benchmark/darts-pt/nasbench201/DownsampledImageNet.py 380a00b777aad655 ran · violated contract MIT (permissive)
Generating Natural Language Proofs with Verifier-Guided Search 25 May 2022 princeton-nlp/NLProofS/check_data.py 2513e2f58a89ac6a unverified MIT (permissive)
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis 11 May 2022 chenwydj/architecture_convergence/nas-without-training/datasets/DownsampledImageNet.py 380a00b777aad655 ran · violated contract MIT (permissive)
Learning to Prompt for Continual Learning 16 Dec 2021 JH-LEE-KR/l2p-pytorch/continual_datasets/dataset_utils.py b3cb500b2f04323d ran Apache-2.0 recorded; this copy not marked cleared · pointer only
Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics 26 Aug 2021 vita-group/tegnas/lib/datasets/DownsampledImageNet.py 380a00b777aad655 ran · violated contract MIT (permissive)
Zero-Cost Operation Scoring in Differentiable Architecture Search 12 Jun 2021 zerocostptnas/zerocost_operation_score/nasbench201/DownsampledImageNet.py 380a00b777aad655 ran · violated contract MIT (permissive)
Optimizing Reusable Knowledge for Continual Learning via Metalearning 9 Jun 2021 JuliousHurtado/meta-training-setup/dataloaders/utils.py b3cb500b2f04323d ran MIT (permissive)
Adversarial Continual Learning 21 Mar 2020 facebookresearch/Adversarial-Continual-Learning/src/dataloaders/utils.py b3cb500b2f04323d ran MIT recorded; this copy not marked cleared · pointer only
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search 2 Jan 2020 Edge-AI-Acceleration-Lab/RBFleX-NAS/designspace/NAS-Bench-201/DownsampledImageNet.py 380a00b777aad655 ran · violated contract MIT (permissive)
arXiv:Sun_Unleashing_the_Power_of_Gradient_Signal-to-Noise_Ratio_for_Zero-Shot_NAS_ICCV_2023_paper Sunzh1996/Xi-GSNR/Xi_GSNR_Consistency/datasets/DownsampledImageNet.py 380a00b777aad655 ran · violated contract MIT (permissive)
arXiv:136640364 lukashedegaard/co3d/datasets/download.py b3cb500b2f04323d ran Apache-2.0 (permissive)
arXiv:00676 lliai/Auto-DAS/autodas/datasets/imagenet16.py b3cb500b2f04323d ran Apache-2.0 (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