How can you integrate torch utils tensorboard for visualizing GAN outputs during training

Question

With the help of the Python program, can you tell me how you can integrate torch.utils.tensorboard to visualize GAN outputs during training?

Answer 1

To integrate torch.utils.tensorboard for visualizing GAN outputs during training, log images of generated outputs using SummaryWriter. 

Here is the code example you can refer to:

In the above code, we are using the following approaches:

• Setup: Use SummaryWriter to log data, creating a grid of generated images with make_grid.
• Integration: Log the grid at each epoch to visualize GAN outputs in TensorBoard.

Hence, by referring to the above, you can integrate a torch utils tensorboard to visualize GAN outputs during training.