This is the Linux app named VisualDL whose latest release can be downloaded as v2.5.0.zip. It can be run online in the free hosting provider OnWorks for workstations.
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VisualDL
DESCRIPTION
VisualDL, a visualization analysis tool of PaddlePaddle, provides a variety of charts to show the trends of parameters and visualizes model structures, data samples, histograms of tensors, PR curves , ROC curves and high-dimensional data distributions. It enables users to understand the training process and the model structure more clearly and intuitively so as to optimize models efficiently. VisualDL provides various visualization functions, including tracking metrics in real-time, visualizing the model structure, displaying the data sample, visualizing the relationship between hyperparameters and model metrics, presenting the changes of distributions of tensors, showing the pr curves, projecting high-dimensional data to a lower dimensional space and more. Additionally, VisualDL provides VDL.service, which enables developers easily to save, track and share visualization results of experiments.
Features
- Works with Firefox ≥ 67
- Supports Google Chrome ≥ 79
- Works with Safari ≥ 11.1
- Supports Microsoft Edge ≥ 79
- VisualDL natively supports the use of Python
- Developers can retrieve plentiful visualization results
Programming Language
TypeScript
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/visualdl.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
