Update Bayesian Optimization tutorial

[ivetasarfyova]

Add step argument to x = torch.linspace(0, 1).

BO tutorial still uses the old function version with the default argument value, which now has to be specified as stated here.

[fritzo]

Thanks, we're behind on torch versions at the moment...