Using Tensorboard on a remote cluster
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Tensorboard is an incredibly useful tool that allows you to monitor models deployed in Tensorflow or PyTorch as they train and provides are clear interface. If you’re using it on a remote machine you’ll need to setup port forwarding to your local machine. This is pretty easy to do using SSH tunnelling. This can quickly become tedious if you have to regularly connect and disconnect the tunnel.