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get_dtype

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

get_dtype appears in the code Syntology harvested for 14 papers, as 12 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; 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_dtype 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 12 distinct code bodies named get_dtype; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 5 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 4 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
CBD: API-Only LLM Black-Box Unlearning through Controlled Behavioral Divergence added by Syntology 2026-06 (from id) DGL-codes/CBD/uld/model/utils.py c2cfa4061fa42997 ran MIT (permissive)
When Model Merging Breaks Routing: Training-Free Calibration for MoE added by Syntology 2026-06 (from id) huangcb01/HARC/src/file/lazy_unpickle.py e4fa22a326c775ac ran no licence file found · pointer only
Sobolev Regularized MMD Gradient Flow added by Syntology 2026-05 (from id) FerdTian/SrMMD/src/generative/student_teacher/trainer.py d02ffd6f6f0458af ran no licence file found · pointer only
Multi-Objective Bayesian Optimization via Adaptive ε-Constraints Decomposition added by Syntology 2026-04 (from id) csdlpsu/qpots/qpots/config.py 28b050e23a6e56cd unverified GPL-3.0 (copyleft) · pointer only
Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference 11 Mar 2025 FerranAgulloLopez/vLLMBatchingMemoryGap/benchmarks_simple/decoding_offline_profiler.py cdbdf66080f993f0 ran · our draft was wrong Apache-2.0 (permissive)
(De)-regularized Maximum Mean Discrepancy Gradient Flow 23 Sep 2024 hudsonchen/drmmd/student_teacher/trainer.py d02ffd6f6f0458af ran no licence file found · pointer only
Training-Free Exponential Context Extension via Cascading KV Cache 24 Jun 2024 jeffwillette/cascading_kv_cache/cascade/main/llama_eval.py 9e03ad45c2155fe6 ran · our draft was wrong no licence file found · pointer only
RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs 25 Oct 2023 tanyuqian/redco/redco/deployers/ckpt_utils.py 10a72bd31f42a074 ran Apache-2.0 (permissive)
Robust Speech Recognition via Large-Scale Weak Supervision 6 Dec 2022 robflynnyh/long-context-asr/exp/train_utterance_meta_loss_pred.py ad63708b6da385d5 unverified Apache-2.0 (permissive)
Universal Neural Optimal Transport 30 Nov 2022 gregorkornhardt/unot/scripts/main_neural_operator.py ee3fdbef6881a440 ran · our draft was wrong MIT (permissive)
TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data 12 Nov 2022 alan-turing-institute/privacy-sdg-toolbox/tapas/generators/generator.py b2cf082cafac2d9b ran · our draft was wrong MIT (permissive)
LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 ikergarcia1996/sequence-labeling-llms/seq2seq.py db50388eace49466 unverified Apache-2.0 (permissive)
Kernelized Wasserstein Natural Gradient 21 Oct 2019 MichaelArbel/KWNG/trainer.py df18f76dfe8b50e9 unverified BSD-3-Clause (permissive)
Maximum Mean Discrepancy Gradient Flow 11 Jun 2019 MichaelArbel/MMD-gradient-flow/trainer.py d02ffd6f6f0458af ran 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