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import torch
import psutil
from typing import Optional
def get_device(device: Optional[str] = None) -> str:
"""Auto-detect or validate device."""
if device is None:
if torch.cuda.is_available():
return "cuda"
elif hasattr(torch.backends, 'mps') and torch.backends.mps.is_available():
return "mps"
else:
return "cpu"
return device
def get_system_info() -> str:
"""Get formatted system information."""
info = ["# System Information\n"]
# CPU
info.append(f"**CPU**: {psutil.cpu_count(logical=False)} physical, {psutil.cpu_count()} logical cores")
info.append(f"**Memory**: {psutil.virtual_memory().total / (1024**3):.2f} GB")
# GPU
if torch.cuda.is_available():
info.append(f"**CUDA**: {torch.cuda.get_device_name(0)}")
info.append(f"**CUDA Memory**: {torch.cuda.get_device_properties(0).total_memory / (1024**3):.2f} GB")
info.append(f"**CUDA Version**: {torch.version.cuda}")
# MPS
if hasattr(torch.backends, 'mps') and torch.backends.mps.is_available():
info.append("**Apple Silicon**: MPS Available")
info.append(f"**PyTorch**: {torch.__version__}")
return "\n".join(info)