Update to support the new version of torch - #122
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Refactor imports and update device handling for compatibility with different hardware configurations. Adjust various comments and formatting for consistency.
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torch.cuda.amp.autocast(args...)Deprecatedtorch.amp.autocast(self.device)torch_dtypeDeprecateddtypeFP16 for XPU