WandB (Weight & Biases)

Published by onesixx on 22-10-2422-10-24

https://greeksharifa.github.io/references/2020/06/10/wandb-usage/

# https://anaconda.org/conda-forge/wandb
#$pip install wandb
$conda install -c conda-forge wandb

https://wandb.ai/authorize 에서 api key를 받을 수 있음.

#log_config = dict(interval=1, hooks=[dict(type='TextLoggerHook')])

log_config = dict(
    interval=10,
    hooks=[
        dict(type='TextLoggerHook'),  
        dict(
            type='WandbLoggerHook',
            init_kwargs=dict(
                project='faster_rcnn_r50_fpn_1x',
                name='sixx_tray')
        )
    ]
)

wandb: (1) Create a W&B account
wandb: (2) Use an existing W&B account
wandb: (3) Don't visualize my results
wandb: Enter your choice: 1
wandb: You chose 'Create a W&B account'
wandb: Create an account here: https://wandb.ai/authorize?signup=true
wandb: Paste an API key from your profile and hit enter, or press ctrl+c to quit: 
wandb: Appending key for api.wandb.ai to your netrc file: /home/oschung_skcc/.netrc
wandb: Tracking run with wandb version 0.13.4
wandb: Run data is saved locally in /home/oschung_skcc/my/git/mmdetection/wandb/run-20221024_154445-3ezcyf8k
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run Swin-Tiny
wandb: ⭐️ View project at https://wandb.ai/teamsixx/P-stage3-detection
wandb: ? View run at https://wandb.ai/teamsixx/P-stage3-detection/runs/3ezcyf8k

https://wandb.ai/authorize?signup=true

validation도 안찍히고 mAP도 안찍혀서 사실 쓸모는 없습니다. 찍는 법이 있는 지 찾아봤는데 잘 안나오더라구요 아시는 분 공유해주시면 감사하겠습니다.

https://pebpung.github.io/wandb/2021/10/06/WandB-1.html

https://pebpung.github.io/wandb/2021/10/10/WandB-2.html Sweep

https://pebpung.github.io/wandb/2021/10/17/WandB-3.html