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get_test_loader

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

get_test_loader appears in the code Syntology harvested for 10 papers, as 11 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 0 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 get_test_loader 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 0 of the 11 distinct code bodies named get_test_loader; 11 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
0ran
11unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 11 places is 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

10 papers shown of 10, newest first; 11 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; 1 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
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors 13 Oct 2024 luffy03/large-scale-medical/Downstream/val.py 5e4e28ec8f68a767 unverified Apache-2.0 (permissive)
NORM: Knowledge Distillation via N-to-One Representation Matching 23 May 2023 OSVAI/NORM/dataset/imagenet.py ed6c3e9f7fe06186 unverified BSD-2-Clause (permissive)
Curriculum Temperature for Knowledge Distillation 29 Nov 2022 zhengli97/ctkd/dataset/imagenet.py ad816eb6904c00e3 unverified Apache-2.0 (permissive)
Revisiting Label Smoothing and Knowledge Distillation Compatibility: What was Missing? 29 Jun 2022 sutd-visual-computing-group/LS-KD-compatibility/src/visualization/data_loader_imagenet.py afe574de7fe140de unverified MIT (permissive)
Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation 15 Jun 2021 codestar12/pruning-distilation-bias/dataset/imagenet.py 91b1735890dcfa99 unverified BSD-2-Clause (permissive)
BERT Learns to Teach: Knowledge Distillation with Meta Learning 8 Jun 2021 JetRunner/MetaDistil/cv/dataset/imagenet.py 60ec2c0ae31874b4 unverified MIT (permissive)
Beyond Categorical Label Representations for Image Classification 6 Apr 2021 BoyuanChen/label_representations/cifar.py 547edd068c51546f unverified MIT (permissive)
A Unified Framework of Surrogate Loss by Refactoring and Interpolation 27 Jul 2020 princeton-vl/uniloss/binary_classficiation/data_loader.py f2408826617b17ac unverified BSD-3-Clause (permissive)
A Unified Framework of Surrogate Loss by Refactoring and Interpolation 27 Jul 2020 princeton-vl/uniloss/multi_classification/data_loader.py b53a1c00ac666f44 unverified BSD-3-Clause (permissive)
Matching Networks for One Shot Learning 13 Jun 2016 facebookresearch/low-shot-shrink-hallucinate/low_shot.py e18676657d36d810 unverified licence not identified · pointer only
arXiv:00676 lliai/Auto-DAS/autodas/datasets/imagenet.py 075f9564564ebd10 unverified 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