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load_clip_to_cpu

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

load_clip_to_cpu appears in the code Syntology harvested for 9 papers, as 8 distinct code bodies found in 9 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 load_clip_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 0 of the 8 distinct code bodies named load_clip_to_cpu; 8 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
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 9 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

9 papers shown of 9, newest first; 9 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; 2 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
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification 29 Sep 2024 fukexue/FAST/FAST_CAMELYON_CONCH_Train.py b272fde70a038dd8 unverified no licence file found · pointer only
Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation Approach 14 Aug 2024 FHR-L/VSLA-CLIP/model/make_model_clipvideoreid_reidadapter_pbp.py 1a74fdcd6c2a7e50 unverified no licence file found · pointer only
KVQ: Kwai Video Quality Assessment for Short-form Videos 11 Feb 2024 lixinustc/kvq-challenge-cvpr-ntire2024/models/backbones/KSVQE_model.py 04ec11cc7e389655 unverified no licence file found · pointer only
Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts 21 Jul 2023 mayug/vdt-adapter/trainers/clip_adapter_gpt.py 8b59f779d6e14bcd unverified MIT (permissive)
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification 29 May 2023 miccaiif/top/models/learnable_prompt.py 189c2a181a2bba06 unverified no licence file found · pointer only
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model 17 Mar 2023 vvictoryuki/freedom/Face-GD/functions/denoising.py 9975858156fe9960 unverified no licence file found · pointer only
Learning to Prompt for Vision-Language Models 2 Sep 2021 hhenryd/tap/trainers/TAP.py 0f982cfc0f69d842 unverified MIT (permissive)
arXiv:aaai_28500 AsuradaYuci/TF-CLIP/model/make_model_clipreid.py 6e2d8241bee4c199 unverified MIT (permissive)
arXiv:aaai_25225 Syliz517/CLIP-ReID/model/make_model.py 6e2d8241bee4c199 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