Home › Code › all_reduce

all_reduce

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

all_reduce appears in the code Syntology harvested for 42 papers, as 15 distinct code bodies found in 42 places (a place is one code body under one paper). At least one of them ran in 8 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 all_reduce 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 5 of the 15 distinct code bodies named all_reduce; 10 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
1ran · fixture could not drive it
4ran
10unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 18 of the 42 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

42 papers shown of 42, newest first; 42 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 3 papers added by Syntology; 6 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
Learning Materials Properties from Scarce Labels and Unlabeled Crystals added by Syntology 2026-08 (from id) littlepeachs/SemiMat/ocpmodels/common/distutils.py c6f75fec33ed8379 unverified MIT (permissive)
Evolving Knowledge Distillation for Lightweight Neural Machine Translation added by Syntology 2026-05 (from id) agi-content-generation/EKD/fairseq/distributed_utils.py 199e96db5edd0edd unverified licence not identified · pointer only
The Equalizer: Introducing Shape-Gain Decomposition in Neural Audio Codecs added by Syntology 2026-02 (from id) facebookresearch/encodec/encodec/distrib.py 193e4cb06c7034a4 unverified MIT (permissive)
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG 10 Feb 2025 IBM/eeg-ieeg-brain-compressor/utils/balancer.py 193e4cb06c7034a4 unverified Apache-2.0 (permissive)
The dark side of the forces: assessing non-conservative force models for atomistic machine learning 16 Dec 2024 FAIR-Chem/fairchem/src/fairchem/core/common/distutils.py eb95a1f84fc1e1e8 unverified licence not identified · pointer only
Towards Better Multi-head Attention via Channel-wise Sample Permutation 14 Oct 2024 dashenzi721/csp/lra/mega_csp/fairseq/distributed_utils.py 199e96db5edd0edd unverified no licence file found · pointer only
Dynamic Diffusion Transformer 4 Oct 2024 nus-hpc-ai-lab/dynamic-diffusion-transformer/misc.py d1a92b331a1b5f2b ran no licence file found · pointer only
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs 11 Jun 2024 damo-nlp-sg/inf-clip/inf_clip/models/loss.py 86e38328c37d09a8 unverified Apache-2.0 (permissive)
Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI 29 May 2024 935963004/labram/utils.py d1a3f21c13b11e46 ran MIT (permissive)
Sketch-guided Image Inpainting with Partial Discrete Diffusion Process 18 Apr 2024 vl2g/sketch-inpainting/image_synthesis/distributed/distributed.py 68d08cf984f9fe2d ran MIT (permissive)
Vision-and-Language Navigation via Causal Learning 16 Apr 2024 crystalsixone/vln-goat/map_nav_src/fairseq/distributed_utils.py 199e96db5edd0edd unverified Apache-2.0 (permissive)
Continual Learning: Forget-free Winning Subnetworks for Video Representations 19 Dec 2023 ihaeyong/pnr/utils.py 439067335e7b67b5 unverified MIT (permissive)
Invariant Feature Regularization for Fair Face Recognition 23 Oct 2023 panasonicconnect/invreg/utils/utils_invreg.py 6a8ca1053b179d97 ran · fixture could not drive it MIT (permissive)
Language Models As Semantic Indexers 11 Oct 2023 petergriffinjin/lmindexer/SemanticID/src/IDGen/quantizer.py ecc901a1548f3862 ran no licence file found · pointer only
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping 29 Sep 2023 apple/ml-pfl4asr/pfl4asr/pfl4asr/pfl/server.py 0bac200d943c752b unverified licence not identified · pointer only
Glancing Future for Simultaneous Machine Translation 12 Sep 2023 ictnlp/glance-simt/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT (permissive)
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models 31 Aug 2023 ZhangXInFD/SpeechTokenizer/speechtokenizer/quantization/distrib.py 193e4cb06c7034a4 unverified Apache-2.0 (permissive)
RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Pairs 14 Aug 2023 wzhouxiff/restoreformerplusplus/RestoreFormer/distributed/distributed.py ecc901a1548f3862 ran Apache-2.0 (permissive)
VideoComposer: Compositional Video Synthesis with Motion Controllability 3 Jun 2023 damo-vilab/videocomposer/utils/distributed.py 439067335e7b67b5 unverified MIT (permissive)
GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization 7 Apr 2023 baoguangsheng/gemini/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT (permissive)
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation 20 Oct 2022 ictnlp/wait-info/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
Improved Vector Quantized Diffusion Models 31 May 2022 microsoft/vq-diffusion/image_synthesis/distributed/distributed.py 68d08cf984f9fe2d ran MIT (permissive)
Non-Parametric Online Learning from Human Feedback for Neural Machine Translation 23 Sep 2021 wangqi1996/kok/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy 11 Sep 2021 ictnlp/moe-waitk/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation 12 Jun 2021 ictnlp/SeerForcingNMT/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation 3 Jun 2021 kaushal0494/ZmBART/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
Luna: Linear Unified Nested Attention 3 Jun 2021 XuezheMax/fairseq-apollo/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
Selective Knowledge Distillation for Neural Machine Translation 27 May 2021 LeslieOverfitting/selective_distillation/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation 18 Apr 2021 mgheini/xattn-transfer-for-mt/fairseq-modified/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT (permissive)
Context-Aware Cross-Attention for Non-Autoregressive Translation 2 Nov 2020 alphadl/CCAN/fairseq/distributed_utils.py 59755e76d7c3f48b unverified Apache-2.0 (permissive)
The Open Catalyst 2020 (OC20) Dataset and Community Challenges 20 Oct 2020 gasteigerjo/ocp/ocpmodels/common/distutils.py 756b5e51d5c1964c unverified MIT recorded; this copy not marked cleared · pointer only
A Multilingual Parallel Corpora Collection Effort for Indian Languages 15 Jul 2020 jerinphilip/fairseq-ilmt/fairseq/distributed_utils.py 59755e76d7c3f48b unverified MIT recorded; this copy not marked cleared · pointer only
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information 5 May 2020 e-bug/nmt-difficulty/fairseq-0.6.2/fairseq/distributed_utils.py 59755e76d7c3f48b unverified MIT (permissive)
Simulated Multiple Reference Training Improves Low-Resource Machine Translation 30 Apr 2020 thompsonb/fairseq-smrt/fairseq/distributed_utils.py 59755e76d7c3f48b unverified MIT recorded; this copy not marked cleared · pointer only
Re-examination of the Role of Latent Variables in Sequence Modeling 4 Feb 2019 zihangdai/reexamine-srnn/handwriting/distributed_utils.py 59755e76d7c3f48b unverified MIT (permissive)
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models 7 Oct 2016 StatNLP/ada4asr/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:aaai_21395 wangqi1996/KoK/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:Xia_Rectified_Diffusion_Guidance_for_Conditional_Generation_CVPR_2025_paper thuxmf/recfg/calculate_lookup.py 2464220d4d3059cc unverified MIT (permissive)
arXiv:Pei_D2ST-Adapter_Disentangled-and-Deformable_Spatio-Temporal_Adapter_for_Few-shot_Action_Recognition_ICCV_2025_paper qizhongtan/D2ST-Adapter/utils/distributed.py 439067335e7b67b5 unverified Apache-2.0 (permissive)
arXiv:Gu_Vector_Quantized_Diffusion_Model_for_Text-to-Image_Synthesis_CVPR_2022_paper cientgu/VQ-Diffusion/image_synthesis/distributed/distributed.py 68d08cf984f9fe2d ran MIT (permissive)
arXiv:2024.findings-acl.583 UriSha/EmbeddinglessNMT/fairseq/distributed_utils.py 199e96db5edd0edd unverified MIT (permissive)
arXiv:2021.findings-emnlp.366 Victorwz/zs-nmt-dae/fairseq/distributed_utils.py 199e96db5edd0edd 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