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matmul

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

matmul appears in the code Syntology harvested for 24 papers, as 16 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 5 of the papers; 3 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 matmul 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 16 distinct code bodies named matmul; 12 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
4ran
12unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 24 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

24 papers shown of 24, newest first; 24 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 2 papers added by Syntology; 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
Frozen Brain MRI Foundation Model Representations Generalize Across Clinical Tasks added by Syntology 2026-04 (from id) mclwu22/BrainDINO/BrainDINO_seg/dinov3/layers/fp8_linear.py 7e738766ff4b5737 unverified MIT (permissive)
Latent Speech-Text Transformer added by Syntology 2025-10 (from id) facebookresearch/lst/lst/float8.py 30e68c9cadfddd32 unverified licence not identified · pointer only
Reasoning to Learn from Latent Thoughts 24 Mar 2025 ryoungj/BoLT/lingua/float8.py 30e68c9cadfddd32 unverified Apache-2.0 (permissive)
Byte Latent Transformer: Patches Scale Better Than Tokens 13 Dec 2024 facebookresearch/blt/bytelatent/float8.py 30e68c9cadfddd32 unverified no licence file found · pointer only
Memory Layers at Scale 12 Dec 2024 facebookresearch/memory/lingua/float8.py 30e68c9cadfddd32 unverified no licence file found · pointer only
Adaptable Logical Control for Large Language Models 19 Jun 2024 joshuacnf/Ctrl-G/ctrlg/hmm.py 28f9792482ba813f ran fingerprinted MIT (permissive)
Allo: A Programming Model for Composable Accelerator Design 7 Apr 2024 cornell-zhang/allo/allo/dsl.py 2d968c9e47547f7b ran Apache-2.0 (permissive)
A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video 4 Dec 2023 salesforce/densecap/model/transformer.py a211fd7add3a8e3e ran fingerprinted BSD-3-Clause (permissive)
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis 30 Jun 2023 shawn615/FlipNeRF/internal/math.py 0f92b856a4c7ffa0 unverified MIT (permissive)
SeaThru-NeRF: Neural Radiance Fields in Scattering Media 16 Apr 2023 deborahLevy130/seathru_NeRF/internal/math.py 0f92b856a4c7ffa0 unverified Apache-2.0 (permissive)
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs 17 Feb 2023 shawn615/MixNeRF/internal/math.py 0f92b856a4c7ffa0 unverified MIT (permissive)
Binarized Neural Machine Translation 9 Feb 2023 google/aqt/aqt/jax/aqt_matmul.py c20d67bdc6bc52a4 unverified Apache-2.0 (permissive)
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields 22 Nov 2022 kostadinovshalon/exact-nerf/internal/math.py 0f92b856a4c7ffa0 unverified Apache-2.0 (permissive)
Auto-scaling Vision Transformers without Training 24 Feb 2022 vita-group/asvit/lib/models/cell_infers/transformer.py 0a2b0a9625fbcd49 ran · metamorphic tier: invariant fingerprinted MIT (permissive)
CoNeRF: Controllable Neural Radiance Fields 3 Dec 2021 kacperkan/conerf/conerf/rigid_body.py 00ae174fdda5d6ee unverified Apache-2.0 (permissive)
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields 24 Jun 2021 songrise/HyperNeRF-torch/hypernerf/rigid_body.py bb54387d604c4be0 unverified MIT (permissive)
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields 24 Mar 2021 google/mipnerf/internal/math.py 0f92b856a4c7ffa0 unverified Apache-2.0 (permissive)
Cryptanalytic Extraction of Neural Network Models 10 Mar 2020 google-research/cryptanalytic-model-extraction/train_models.py 83767ebe8bbf02d3 unverified Apache-2.0 (permissive)
Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence 12 Feb 2020 danielhanchen/hyperlearn/__hyperlearn_archive/hyperlearn_new/linalg.py add4517b58bf6f8c unverified Apache-2.0 (permissive)
The Natural Language Decathlon: Multitask Learning as Question Answering 20 Jun 2018 eric-erki/decaNLP/models/common.py a211fd7add3a8e3e ran fingerprinted BSD-3-Clause recorded; this copy not marked cleared · pointer only
Graph Attention Networks 30 Oct 2017 ds4dm/sGat/sgcn/masked/functions.py cb6188faef06c446 unverified MIT (permissive)
Dynamic Routing Between Capsules 26 Oct 2017 naturomics/CapsLayer/capslayer/ops/math_ops.py 71f308af9ead46b8 unverified Apache-2.0 (permissive)
arXiv:aaai_7238 avinsit123/keyphrase-gan/hierarchal_attention_Discriminator.py 4b68b3660d19aca1 unverified MIT (permissive)
arXiv:aaai_25418 Shinetism/VStates/utils/transformer_code.py ff3902b3e9c07fef 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