VisualDL Docker

飞桨可视化分析工具,以丰富的图表呈现训练参数变化趋势、数据样本、模型结构、PR曲线、ROC曲线、高维数据分布等。帮助用户清晰直观地理解深度学习模型训练过程及模型结构,进而实现高效的模型调优。

Demo

Online Demo

pip

python -m pip install visualdl -i https://mirror.baidu.com/pypi/simple
visualdl --logdir <dir_1, dir_2, ... , dir_n> --model <model_file> --host <host> --port <port> --cache-timeout <cache_timeout> --language <language> --public-path <public_path> --api-only --component_tabs <tab_name1, tab_name2, ...>
visualdl --logdir ./log

http://localhost:8040/

Docker

docker compose up

Screenshots

https://ai.bdstatic.com/file/D2BCCB4EC1A84C49AE705E5E205E3288

https://ai.bdstatic.com/file/8B3E07BC9CA04241A3B435E743802F36

https://ai.bdstatic.com/file/1013BD681B5548A5B866AFE25444A471

https://ai.bdstatic.com/file/2571D4131B884010983E1DF3A3F69AFF

https://ai.bdstatic.com/file/DF85C2F7F8BD4A2E8CECF557392898D0

References