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[3주자] Deep Clustering 코드 분석 #10

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jwkanggist opened this issue Apr 30, 2022 · 2 comments

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jwkanggist commented Apr 30, 2022 •

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jwkanggist commented Apr 30, 2022

@hekim3434
님 발표 자료 공유 여기 부탁드립나다

jwkanggist added the 코드 리뷰 label

hekim3434 commented Apr 30, 2022 •

edited by jwkanggist

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코드리뷰 발표자료 공유드립니다~

요약
https://miniature-balloon-1e0.notion.site/Deep-Clustering-12c8e964bf184836b5a54630b203ee00

구현 중인 코드
https://github.com/hekim3434/self-supervised-learning-narratives-1/tree/main/deepcluster
저자분 코드에 하기 변경사항 추가하였습니다.

minor change for pytorch upgrade
parameter setting
wandb for visualization

저자분 코드
https://github.com/facebookresearch/deepcluster

Practice
부족한 부분이 많으므로 참고만 부탁드립니다:)

hyper parameter as (k=100, lr=0.005)
https://wandb.ai/hekim34/deepcluster/reports/DeepCluster-practice-w-ImageNet-Toy--VmlldzoxOTIyMDQ1?accessToken=p81t9bhxa0sf57el3w86ed711kcqu3s1qsxlyrx9xfiewe7to4irhlkowe68cxen
multiple hyper parameter setting
https://wandb.ai/hekim34/deepcluster?workspace=user-hekim34

영상
https://youtu.be/q1ztleJ5Pjg

jwkanggist assigned hekim3434

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