Home > Article > Technology peripherals > Wandb is an indispensable machine learning analysis tool
wandb's full name is Weights & Biases, which is used to help us track machine learning projects. Through wandb, we can record the changes in indicators and the settings of super parameters during the model training process, and can also output the results. Conducting visual comparisons helps us better analyze the problems of the model during the training process. At the same time, we can also use it for team collaboration
wandb will upload the parameters during the training process to the server. Then log in to wandb to perform changes in parameters and indicators during the real-time process model training process
wandb main is composed of four major modules, which are:
pip install wandb
Scroll down and find API Keys to copy
In this part we mainly introduce how to use wandb in torch. Here we take training MNIST as an example
wandb.login(key="填入你的API Keys")
The above is the detailed content of Wandb is an indispensable machine learning analysis tool. For more information, please follow other related articles on the PHP Chinese website!