Updated deprecated use_cuda profiler argument to use_device

[GavinWongYF]

Fixes #3816

Description

Original tutorial used the to-be deprecated use_cuda argument in torch.autograd.profiler.profile. This PR updates to the use_device argument, setting it to device.type (either "cpu" or "cuda") to preserve existing behaviour.

Checklist

• The issue that is being fixed is referred in the description (see above "Fixes #ISSUE_NUMBER")
• Only one issue is addressed in this pull request
• Labels from the issue that this PR is fixing are added to this pull request
• No unnecessary issues are included into this pull request.

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/3818

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