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create_logger

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

create_logger appears in the code Syntology harvested for 172 papers, as 78 distinct code bodies found in 178 places (a place is one code body under one paper). At least one of them ran in 46 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 create_logger 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 25 of the 78 distinct code bodies named create_logger; 53 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
7ran · our draft was wrong
0ran · fixture could not drive it
18ran
53unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 70 of the 178 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

100 papers shown of 172 (newest first; the JSON twin carries all 178 places); 102 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 14 papers added by Syntology; 15 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
Parameter-efficient fine-tuning of foundation models for liver tumor segmentation in CT added by Syntology 2026-09 (from id) Ramtin-Mojtahedi/PEFT-SAM-Liver-CT/utils.py d457684fd84f4248 unverified no licence file found · pointer only
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets? added by Syntology 2026-06 (from id) jachansantiago/mode_guidance/finetune_dit.py 57a1842709f61195 unverified no licence file found · pointer only
Scheduling That Speaks: An Interpretable Programmatic Reinforcement Learning Framework added by Syntology 2026-05 (from id) HcPlu/ProRL/optimisation/local_search/run_ls.py e968e814a65d4c48 ran licence not identified · pointer only
Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs added by Syntology 2026-05 (from id) chenxinrui-tsinghua/LinearPatch/utils.py 253d01253fa57089 ran MIT (permissive)
When Active Learning Falls Short: An Empirical Study on Chemical Reaction Extraction added by Syntology 2026-04 (from id) jiangfeng1124/ChemRxnExtractor/chemrxnextractor/utils.py 643821dbec6ebc91 unverified MIT (permissive)
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models added by Syntology 2026-03 (from id) RiemannGraph/GraphGlue/utils/logger.py 54b3fa9192dac555 unverified MIT (permissive)
Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger added by Syntology 2026-03 (from id) Mingzhang21/HealHGNN/HealHGNN/logger.py f5c6682786e66416 unverified MIT (permissive)
Approximating Matrix Functions with Deep Neural Networks and Transformers added by Syntology 2026-02 (from id) rahul3/LAWT/src/logger.py 2f7db44ecae76417 unverified licence not identified · pointer only
SFMP: Fine-Grained, Hardware-Friendly and Search-Free Mixed-Precision Quantization for Large Language Models added by Syntology 2026-02 (from id) Nkniexin/SFMP/sfmp/utils.py 87877d0c60858bff unverified no licence file found · pointer only
Massive Editing for Large Language Models Based on Dynamic Weight Generation added by Syntology 2025-12 (from id) RodeWayne/MeG-for-Knowledge-Editing/train_ddp.py 8382f7e48cc8a309 unverified no licence file found · pointer only
Multimodal Negative Learning added by Syntology 2025-10 (from id) BaoquanGong/Multimodal-Negative-Learning/src/utils/logger.py 74502aa023b81446 unverified no licence file found · pointer only
Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models added by Syntology 2025-10 (from id) ZhenhHuang/GBN/logger.py f5c6682786e66416 unverified no licence file found · pointer only
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs added by Syntology 2025-10 (from id) Dozi01/MPO/src/utils.py aa1a526e833d1625 unverified no licence file found · pointer only
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation added by Syntology 2025-10 (from id) Bunnybeibei/PRESCRIBE/utils.py f44df2095f1d59e5 unverified MIT (permissive)
SeqPE: Transformer with Sequential Position Encoding 16 Jun 2025 ghrua/seqpe/image_seqpe/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging 10 Jun 2025 nhatthanhtran/SEMA/logger.py 82e52feafbf040bb unverified MIT recorded; this copy not marked cleared · pointer only
arXiv:2506.03781 2025-06 (from id) OpenGVLab/OmniQuant/utils.py 87877d0c60858bff unverified MIT (permissive)
PoseX: AI Defeats Physics Approaches on Protein-Ligand Cross Docking 3 May 2025 cataai/posex/dataset/utils/common_helper.py fa7cf90cf05bc2de unverified MIT (permissive)
Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation 21 Apr 2025 ewrfcas/uni3c/src/utils.py 8bb483bf32c1034a unverified Apache-2.0 (permissive)
Diffusion Transformers for Tabular Data Time Series Generation 10 Apr 2025 identical code first harvested elsewhere 8382f7e48cc8a309 unverified licence of this copy not recorded
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection 25 Mar 2025 farzad-bz/DeCo-Diff/train_DeCo_Diff.py 8382f7e48cc8a309 unverified MIT (permissive)
What Makes a Reward Model a Good Teacher? An Optimization Perspective 19 Mar 2025 princeton-pli/what-makes-good-rm/src/what_makes_good_rm/Utils/single_process_logging.py eb00910c6cc427e5 unverified MIT (permissive)
BodyGen: Advancing Towards Efficient Embodiment Co-Design 1 Mar 2025 GenesisOrigin/BodyGen/khrylib/utils/logger.py e80e9b137849e33a unverified Apache-2.0 (permissive)
Improved Training Technique for Latent Consistency Models 3 Feb 2025 quandao10/slct/train_cm_latent_repa.py 8382f7e48cc8a309 unverified no licence file found · pointer only
Dual Diffusion for Unified Image Generation and Understanding 31 Dec 2024 zijieli-Jlee/Dual-Diffusion/train_dual_diffusion_sd3.py cab1caee58ae7b81 unverified MIT (permissive)
GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts 15 Dec 2024 ringbdstack/graphmore/logger.py f5c6682786e66416 unverified no licence file found · pointer only
Bridging the Divide: Reconsidering Softmax and Linear Attention 9 Dec 2024 leaplabthu/inline/logger.py 82e52feafbf040bb unverified no licence file found · pointer only
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising 7 Dec 2024 vainf/remix-dit/extract_features.py 8382f7e48cc8a309 unverified no licence file found · pointer only
LinVT: Empower Your Image-level Large Language Model to Understand Videos 6 Dec 2024 gls0425/linvt/classification/logger.py 45fcbc909d30fb3b unverified no licence file found · pointer only
TinyFusion: Diffusion Transformers Learned Shallow 2 Dec 2024 vainf/tinyfusion/extract_features.py 8382f7e48cc8a309 unverified no licence file found · pointer only
A Cross-Scene Benchmark for Open-World Drone Active Tracking 1 Dec 2024 SHWplus/DAT_Benchmark/Alg_Base/DAT_Benchmark/envs/logger_cfg.py 93005e19b3fdaa71 unverified MIT (permissive)
ZoomLDM: Latent Diffusion Model for multi-scale image generation 25 Nov 2024 cvlab-stonybrook/ZoomLDM/cdm_dit/train_cdm.py b2cc78f4103df806 ran · our draft was wrong MIT (permissive)
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection 23 Nov 2024 sclbd/deepfakebench/analysis/frequency.py 3b8c0e8be57b8ce7 unverified licence not identified · pointer only
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection 23 Nov 2024 sclbd/deepfakebench/preprocessing/preprocess.py 5b93d8d118f8fe72 unverified licence not identified · pointer only
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection 23 Nov 2024 yzy-stack/effort-aigi-detection/DeepfakeBench/training/logger.py a06ab489f0d55d2c unverified no licence file found · pointer only
UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning 19 Nov 2024 tsinghua-fib-lab/UrbanDiT/src/train_one_step.py b2cc78f4103df806 ran · our draft was wrong MIT (permissive)
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction 2 Nov 2024 CRIPAC-DIG/Pin-Tuning/explight.py df989bdc7fb7497f unverified no licence file found · pointer only
PatternBoost: Constructions in Mathematics with a Little Help from AI 1 Nov 2024 zawagner22/transformers_math_experiments/logger.py 2f7db44ecae76417 unverified no licence file found · pointer only
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching 31 Oct 2024 xinwangchen/edt/train_mask_adan.py b2cc78f4103df806 ran · our draft was wrong Apache-2.0 (permissive)
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers 28 Oct 2024 Henrymachiyu/ProtoViT/log.py da0f80d54b852951 unverified MIT (permissive)
Spiking Graph Neural Network on Riemannian Manifolds 23 Oct 2024 ZhenhHuang/MSG/logger.py f5c6682786e66416 unverified no licence file found · pointer only
Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion 19 Oct 2024 edwardchasel/spatial-mamba/classification/utils/logger.py 80450600f7f09b0a unverified Apache-2.0 (permissive)
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities 18 Oct 2024 haoosz/BiGR/train_ddp.py 8382f7e48cc8a309 unverified MIT (permissive)
Artificial Kuramoto Oscillatory Neurons 17 Oct 2024 identical code first harvested elsewhere b2cc78f4103df806 ran · our draft was wrong licence of this copy not recorded
FlatQuant: Flatness Matters for LLM Quantization 12 Oct 2024 ruikangliu/FlatQuant/flatquant/args_utils.py 07d377e783931956 ran MIT (permissive)
Think While You Generate: Discrete Diffusion with Planned Denoising 8 Oct 2024 liusulin/DDPD/imagenet/train_planner.py ebd7d305597af132 ran · our draft was wrong MIT (permissive)
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration 2 Oct 2024 modeltc/harmonica/train_router.py 8382f7e48cc8a309 unverified Apache-2.0 (permissive)
OmniGen: Unified Image Generation 17 Sep 2024 vectorspacelab/omnigen/OmniGen/utils.py b2cc78f4103df806 ran · our draft was wrong MIT (permissive)
Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models 16 Sep 2024 yuchuantian/u-dit/train_accelerate.py b2cc78f4103df806 ran · our draft was wrong no licence file found · pointer only
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing 12 Sep 2024 DZY122/DiTAS/LinearQuant.py b2cc78f4103df806 ran · our draft was wrong MIT (permissive)
TASAR: Transfer-based Attack on Skeletal Action Recognition 4 Sep 2024 yunfengdiao/Skeleton-Robustness-Benchmark/code/AdversarialTrainers/utils.py 26c8e91d6ea0d62b ran no licence file found · pointer only
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection 19 Aug 2024 chuangchuangtan/c2p-clip-deepfakedetection/utils/logger.py f839584065da54aa ran no licence file found · pointer only
Are CLIP features all you need for Universal Synthetic Image Origin Attribution? 17 Aug 2024 ciodar/universalattribution/utils/logger.py 281336a57d89d2f5 ran no licence file found · pointer only
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models 12 Aug 2024 identical code first harvested elsewhere 8382f7e48cc8a309 unverified licence of this copy not recorded
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators 11 Aug 2024 leaplabthu/attention-mediators/attention_mediator/train_256to512.py 8382f7e48cc8a309 unverified no licence file found · pointer only
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos 6 Aug 2024 ZhilingYan/Biomedical-SAM-2/func/utils.py 34aed0d2e344576c ran Apache-2.0 (permissive)
Temporal Feature Matters: A Framework for Diffusion Model Quantization 28 Jul 2024 modeltc/tfmq-dm/linklink/log_helper.py e5efe151009836e9 ran Apache-2.0 (permissive)
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets 28 Jul 2024 ztx-100/efficient_vit_with_dw/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
Scaling Diffusion Transformers to 16 Billion Parameters 16 Jul 2024 feizc/dit-moe/train_deepspeed.py 8382f7e48cc8a309 unverified no licence file found · pointer only
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models 10 Jul 2024 opengvlab/efficientqat/utils.py 87877d0c60858bff unverified MIT (permissive)
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition 15 Jul 2024 LixiaoTHU/PartImageNetPP/utils.py 9955cd681dd897fa unverified MIT (permissive)
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function 2 Jul 2024 ipsitmantri/DiTASK/logger.py 299f2d40c6a8adc7 ran MIT (permissive)
DenoiseRep: Denoising Model for Representation Learning 13 Jun 2024 wangguanan/DenoiseRep/Classification/imagenet/Swin-Transformer/logger.py 80450600f7f09b0a unverified Apache-2.0 (permissive)
Predictive Dynamic Fusion 7 Jun 2024 Yinan-Xia/PDF/src/utils/logger.py 74502aa023b81446 unverified Apache-2.0 (permissive)
Learning-to-Cache: Accelerating Diffusion Transformer via Layer Caching 3 Jun 2024 identical code first harvested elsewhere 8382f7e48cc8a309 unverified licence of this copy not recorded
OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous Driving 30 May 2024 identical code first harvested elsewhere 8382f7e48cc8a309 unverified licence of this copy not recorded
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning 30 May 2024 cmavro/gnn-rag/gnn/utils.py a315b40cce5ae385 ran no licence file found · pointer only
PromptFix: You Prompt and We Fix the Photo 27 May 2024 yeates/promptfix/utils/logger.py 80450600f7f09b0a unverified Apache-2.0 (permissive)
High-Performance Temporal Reversible Spiking Neural Networks with $O(L)$ Training Memory and $O(1)$ Inference Cost 26 May 2024 biclab/t-revsnn/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models 23 May 2024 Aaronhuang-778/SliM-LLM/slim-llm-plus/utils.py 87877d0c60858bff unverified no licence file found · pointer only
Learning Spatial Similarity Distribution for Few-shot Object Counting 20 May 2024 CBalance/SSD/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization 19 May 2024 xinghaochen/slab/classification/logger.py 82e52feafbf040bb unverified no licence file found · pointer only
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes 9 May 2024 ModelTC/FCPTS/train/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology 17 Apr 2024 juangamella/causal-chamber-paper/case_studies/src/symbolicregression/logger.py 2f7db44ecae76417 unverified MIT (permissive)
DGMamba: Domain Generalization via Generalized State Space Model 11 Apr 2024 longshaocong/dgmamba/utils/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning 29 Mar 2024 scale-lab/mtlora/logger.py 299f2d40c6a8adc7 ran MIT (permissive)
AffineQuant: Affine Transformation Quantization for Large Language Models 19 Mar 2024 bytedance/affinequant/utils.py 87877d0c60858bff unverified Apache-2.0 (permissive)
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation 11 Mar 2024 TL-UESTC/UniMoS/utils/logger.py a67a410bfc181c92 ran no licence file found · pointer only
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures 4 Mar 2024 OpenGVLab/Vision-RWKV/classification_internimage/logger.py 80450600f7f09b0a unverified Apache-2.0 (permissive)
Emergency Department Decision Support using Clinical Pseudo-notes 31 Jan 2024 Simonlee711/MEME/models/inference.py ecb42c95d8c9ede7 ran · our draft was wrong MIT (permissive)
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model 17 Jan 2024 younghyun197/ptq4vm/ptq4vm/utils.py 971871ec92e49a7c unverified Apache-2.0 (permissive)
Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications 11 Jan 2024 opengvlab/dcnv4/classification/logger.py 80450600f7f09b0a unverified MIT (permissive)
Latte: Latent Diffusion Transformer for Video Generation 5 Jan 2024 maxin-cn/Latte/train_pl.py ea2dc93d273c536c ran Apache-2.0 (permissive)
One-Step Diffusion Distillation via Deep Equilibrium Models 12 Dec 2023 locuslab/get/utils.py 3a3f19b2829e0116 unverified MIT (permissive)
Agent Attention: On the Integration of Softmax and Linear Attention 14 Dec 2023 leaplabthu/agent-attention/agent_transformer/logger.py 82e52feafbf040bb unverified no licence file found · pointer only
Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments 27 Nov 2023 mitrefireline/simfire/simfire/utils/log.py b670fa9fdbe8d1be ran Apache-2.0 (permissive)
Efficient Dataset Distillation via Minimax Diffusion 27 Nov 2023 vimar-gu/minimaxdiffusion/train_dit.py 57a1842709f61195 unverified no licence file found · pointer only
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs 14 Nov 2023 identical code first harvested elsewhere b2cc78f4103df806 ran · our draft was wrong licence of this copy not recorded
FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer 7 Nov 2023 shadowpa0327/flora/logger.py 80450600f7f09b0a unverified MIT (permissive)
Mini but Mighty: Finetuning ViTs with Mini Adapters 7 Nov 2023 iemprog/mimi/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization 25 Oct 2023 xinyuanwangcs/promptagent/src/prompt_optim_agent/utils.py ff90ff7b4449ccf2 ran Apache-2.0 (permissive)
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA 24 Oct 2023 mlvlab/NuTrea/src/utils.py a315b40cce5ae385 ran MIT (permissive)
Large Language Models can Learn Rules 10 Oct 2023 google-deepmind/llms_can_learn_rules/source/util.py 543df56df0a01e51 ran Apache-2.0 (permissive)
Towards Replication-Robust Data Markets 9 Oct 2023 tdfalc/regression-markets/regression_markets/common/log.py 2ab535ed2dcb4401 ran no licence file found · pointer only
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers 9 Oct 2023 sdascoli/odeformer/odeformer/logger.py 8ad3516cd9a65027 ran MIT (permissive)
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention 4 Sep 2023 leaplabthu/dat/logger.py 82e52feafbf040bb unverified Apache-2.0 (permissive)
Referring Image Segmentation Using Text Supervision 28 Aug 2023 fawnliu/tris/logger.py 8cc3c8b342e0cdb1 ran MIT (permissive)
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models 25 Aug 2023 opengvlab/omniquant/utils.py 87877d0c60858bff unverified MIT (permissive)
Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment 30 Jul 2023 zjukg/umaea/UMAEA/torchlight/logger.py 0f96d17a60e7d68c unverified MIT (permissive)
Video-FocalNets: Spatio-Temporal Focal Modulation for Video Action Recognition 13 Jul 2023 talalwasim/video-focalnets/logger.py 80450600f7f09b0a unverified no licence file found · pointer only
Graph Sampling-based Meta-Learning for Molecular Property Prediction 29 Jun 2023 HICAI-ZJU/GS-Meta/explight.py df989bdc7fb7497f unverified MIT (permissive)
Large-scale Dataset Pruning with Dynamic Uncertainty 8 Jun 2023 baai-dcai/dataset-pruning/ImageNet/logger.py 80450600f7f09b0a 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".

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