Integrating with Weights & Biases

It's easy to get a live dashboard of results across all your machines. Here's an example report for my TensorFlow 2 MNIST example. Try running the model in my hosted notebook in Google Colab →

Add a few lines of code to any TensorFlow script to start seeing results:

  1. import wandb at the top of your script
  2. wandb.init(config=param_dict) initialize a new run and pass in a dictionary of the model's hyperparameters
  3. wandb.log({"loss": loss, "val_acc": val_acc}) log output metrics to see them graphed over time

Dashboard

Next Steps

To see your live results in Weights & Biases:

  1. Get a free personal account. Sign up →
  2. Run the hosted notebook. Google Colab →
  3. See results appear in this report.