"PaddlePaddle from Beginner to Expert" X - VisualDL: Training Visualization
This chapter will detail how to use PaddlePaddle's `VisualDL` tool for visualization during model training, which helps better understand the model learning process and optimization effects. The following are the detailed tutorial steps: ### 1. Install VisualDL First, ensure that PaddlePaddle has been installed, and VisualDL is also installed. If not, you can install it using the following command: ```bash pip install paddlepaddle-gp ``` **Note:** The original instruction may have a typo; typically, the correct installation command for VisualDL is `pip install visualdl` after installing PaddlePaddle. The provided code block installs PaddlePaddle, not VisualDL. The translation above preserves the original content as per the user's input.
Read MoreNotes on "My PaddlePaddle Learning Journey" ⑫ — Using the Visualization Tool VisualDL
This note provides a detailed introduction to how to use PaddlePaddle and VisualDL for the visualization of convolutional neural network (CNN) training. The following are the key points summarizing the content of the note: ### Visualizing CNN Training and Training Process with PaddlePaddle and VisualDL #### 1. Preparation - **Environment Installation**: Ensure that Python, PaddlePaddle, and VisualDL are installed. - **Dependency Library Import**: ```python
Read More