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to_cpu

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

to_cpu appears in the code Syntology harvested for 16 papers, as 10 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 10 of the papers; 2 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 to_cpu 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 4 of the 10 distinct code bodies named to_cpu; 6 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
3ran
6unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 16 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

16 papers shown of 16, newest first; 16 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
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer 3 Feb 2025 showlab/LayerTracer/library/flux_models.py d563d17c7c16ce57 ran · our draft was wrong MIT (permissive)
High-Performance Few-Shot Segmentation with Foundation Models: An Empirical Study 10 Sep 2024 dut-csj/foundationfss/common/utils.py a3d18d17a48bf937 ran fingerprinted Apache-2.0 (permissive)
Enhancing Output Diversity Improves Conjugate Gradient-based Adversarial Attacks 7 Aug 2024 yamamura-k/ReACG/src/core/container.py afb696106a8b6a2c ran MIT (permissive)
3D Geometric Shape Assembly via Efficient Point Cloud Matching 15 Jul 2024 NahyukLEE/pmtr/common/utils.py a3d18d17a48bf937 ran fingerprinted no licence file found · pointer only
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation 24 May 2024 ChenJiayi68/DMTNet/common/utils.py a3d18d17a48bf937 ran fingerprinted no licence file found · pointer only
VRP-SAM: SAM with Visual Reference Prompt 27 Feb 2024 syp2ysy/vrp-sam/common/utils.py a3d18d17a48bf937 ran fingerprinted MIT (permissive)
Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation 27 Feb 2024 vision-kek/abcdfss/utils/commonutils.py a3d18d17a48bf937 ran fingerprinted no licence file found · pointer only
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement 25 Dec 2023 jingw193/adaptive_fss/common/utils.py a3d18d17a48bf937 ran fingerprinted no licence file found · pointer only
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model 20 Sep 2023 cerebras/modelzoo/src/cerebras/modelzoo/common/pytorch_utils.py 6e21827728420a8b ran fingerprinted Apache-2.0 (permissive)
RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network 25 Aug 2023 bupt-ai-cz/restnet/common/utils.py a3d18d17a48bf937 ran fingerprinted no licence file found · pointer only
A framework for benchmarking class-out-of-distribution detection and its application to ImageNet 23 Feb 2023 mdabbah/COOD_benchmarking/utils/misc.py f0964d89a30e7b99 unverified MIT (permissive)
Multi-layer State Evolution Under Random Convolutional Design 2022-05 (from id) mdnls/conv-ml-amp/arr.py 5bf114c8a2834815 unverified MIT (permissive)
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding 16 Jan 2022 blurgyy/jaxngp/utils/data.py 52787ea8b908e7b9 unverified Apache-2.0 (permissive)
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis 7 May 2020 declare-lab/MISA/src/utils/convert.py 1daaefb0404fa995 unverified MIT (permissive)
YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 jason-hu7/PyTorch-YOLOv4/src/yolov4/utils.py 6499fc14f01a7ceb unverified MIT (permissive)
Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice 20 Feb 2020 YBZh/MultiClassDA/utils/utils.py 8e96295481d8e083 unverified MIT (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