[Bugfix][ROCm] Using device_type because on ROCm the API is still torch.cuda #17601
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To fix regression from #17100
On ROCm:
device_name = "rocm"
device_type = "cuda"
The torch API is the same as for CUDA: torch.cuda.Event, etc.