fix: update torch.amp.autocast to use modern API #349
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Replace deprecated device_type parameter usage with positional argument in amp.autocast calls to fix FutureWarning:
Changed from:
amp.autocast(device_type=device.type, enabled=...) To:
amp.autocast(device.type, enabled=...)
This uses the modern torch.amp.autocast API and improves compatibility with various device types including potential future CANN/NPU support.