Optimisation#6

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naikenisen wants to merge 91 commits intoJTT94:mainfrom

naikenisen:optimisation

Commits on Feb 6, 2026

changement de conda pour pip
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traductiondu readme en fr
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Update README.md with detailed explanation of the Diffusion Schrödinger Bridge and remove unused image file
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Add Applications section to README.md for clarity on DSB use cases
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correct biblio
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ajout de l'article
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Add dataset_v2 to .gitignore to exclude it from version control
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modiification majeur pour simplification
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suppression des argpass et regroupement des fionctions dans le train.py
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Supprimer le fichier bridge/__init__.py
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Refactor requirements.txt to streamline dependencies and remove unused packages
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Update .gitignore to include .venv and dataset_v2; simplify requirements.txt by removing version specifications
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adaptation pour les paquets
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Remove unused image files im_grid_final.png and im_grid_first.png
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update du readme
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Update installation paths in README for virtual environment setup
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add train.sh
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Reduce batch size from 8 to 2 for training configuration
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diminution du modèle car out of memory
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ajustemetnt mémoir
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Commits on Feb 7, 2026

changement de la gestion du cache
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modif ram
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Commits on Feb 9, 2026

changement sur le dataloader
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changing to v3
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restructuration du code
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avant passage à dataset v4
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modifications pour avoir une séparation entre train et test
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config good
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ajout technique changement branche
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suppression des commentaires
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annotation train.py
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anotation dataloader
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Commits on Feb 11, 2026

ajout du scripte slurm
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Commits on Feb 12, 2026

simpler
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supprimer kwarg
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changememnt nécessaire dans infer fait
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dataloader corrected
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simplification pour images 256
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fixed
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everything working
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optimisation perf
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ajout des logs
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ajout log
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changement log
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correction de vitesse
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correction bug
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correction
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changement des hyperparam
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augmentation workers
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changing des hyperparam
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correcton int instead of flopat atte res
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use checkpoint
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red channel
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channel to 64
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fixed
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fixed 2
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fixed 4
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correction gemini
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corredction layer
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fixed
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first cleaning
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simplificaiton faite
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simplification
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simplification du code
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dims = 2
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pasde classe, modifs réalisées
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suppression des anotations sur utils
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correction code
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optimiasation train
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amélioraton du dataloader
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dernières correction faites
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changement des hyperparamètres
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correction bug datadir
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ajout de la variable NUM_WORKERS pour améliorer le chargement du cache
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correction unet
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Refactor UNet model components for improved clarity and consistency; update initialization methods and enhance error handling in ResBlock.
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application d'une corerection possible
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Commits on Feb 13, 2026

Update cache configuration: reduce NUM_CACHE_BATCHES and adjust CACHE_REFRESH_STRIDE for improved stability
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Adjust BATCH_SIZE and CACHE_NPAR for improved stability and performance
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Adjust BATCH_SIZE, CACHE_NPAR, and NUM_CACHE_BATCHES for improved performance and stability
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device fixed
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Commits on Feb 16, 2026

Track best_models directory with Git LFS
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changes
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