How do I set up TensorBoard with PyTorch?
To set up TensorBoard with PyTorch, you need to install TensorBoard and use the SummaryWriter class to log your data.
What are the steps to install TensorBoard?
You can install TensorBoard using pip. Just run pip install tensorboard
in your terminal.
How do I log metrics during training?
You can log metrics by creating a SummaryWriter instance and using its methods like add_scalar
to log your metrics.
Can you give me an example of logging loss and accuracy?
Sure! You can log loss and accuracy like this: writer.add_scalar('Loss/train', loss, epoch)
and writer.add_scalar('Accuracy/train', accuracy, epoch)
.
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