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flops_to_string

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

flops_to_string appears in the code Syntology harvested for 11 papers, as 6 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 8 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 flops_to_string 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 3 of the 6 distinct code bodies named flops_to_string; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 3 of the 11 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

11 papers shown of 11, 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
AdjointDEIS: Efficient Gradients for Diffusion Models 23 May 2024 fdbtrs/ElasticFace/utils/countFLOPS.py 79dc6e46e55db7f3 ran no licence file found · pointer only
UIU-Net: U-Net in U-Net for Infrared Small Object Detection 2 Dec 2022 danfenghong/ieee_tip_uiu-net/compute_cost.py ad708b63b59159a6 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Mixture of Attention Heads: Selecting Attention Heads Per Token 11 Oct 2022 sovrasov/flops-counter.pytorch/ptflops/utils.py 10741db0a4b99b7e unverified MIT (permissive)
Fast Vision Transformers with HiLo Attention 26 May 2022 ziplab/LITv2/classification/models/litv2.py d9590a53c9850a4d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer 19 Apr 2022 zengwang430521/tcformer/tcformer_module/custom_flops_counter.py 428c8cc732ef3657 unverified Apache-2.0 (permissive)
AdaptivePose: Human Parts as Adaptive Points 27 Dec 2021 buptxyb666/AdaptivePose/src/flops_counter.py ad708b63b59159a6 ran · our draft was wrong fingerprinted MIT (permissive)
3D Object Detection for Autonomous Driving: A Survey 21 Jun 2021 rui-qian/SoTA-3D-Object-Detection/code/flops_counter.py ad708b63b59159a6 ran · our draft was wrong fingerprinted no licence file found · pointer only
LocalViT: Bringing Locality to Vision Transformers 12 Apr 2021 ofsoundof/LocalViT/flops_counter.py ad708b63b59159a6 ran · our draft was wrong fingerprinted MIT (permissive)
LSQ+: Improving low-bit quantization through learnable offsets and better initialization 20 Apr 2020 yashbhalgat/QualcommAI-MicroNet-submission-MixNet/lsq_quantizer/flops_counter.py ad708b63b59159a6 ran · our draft was wrong fingerprinted MIT recorded; this copy not marked cleared · pointer only
ParticleNet: Jet Tagging via Particle Clouds 22 Feb 2019 hqucms/weaver-core/weaver/utils/flops_counter.py acc45731e5dadf85 unverified MIT (permissive)
arXiv:aaai_28394 iam-nacl/DTMFormer/utils/flops_counter.py ad708b63b59159a6 ran · our draft was wrong fingerprinted 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