System Requirements¶
Ensure your system meets the minimum requirements for IOValence.
Minimum Requirements¶
| Component | Requirement |
|---|---|
| Python | 3.8 or higher |
| RAM | 8 GB |
| Disk Space | 5 GB minimum |
| OS | Linux, macOS, Windows |
Recommended Requirements¶
| Component | Recommendation |
|---|---|
| Python | 3.10 or higher |
| RAM | 16 GB or more |
| Disk Space | 50 GB or more |
| GPU | NVIDIA GPU with CUDA 11.0+ |
| Processor | Intel i7/i9 or AMD Ryzen 7/9 |
GPU Support¶
NVIDIA GPU Setup¶
- Install CUDA 11.0 or higher
- Install cuDNN 8.0 or higher
- Install PyTorch with CUDA support
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
Supported GPUs¶
- NVIDIA Tesla V100, A100
- NVIDIA RTX 3090, 4090
- NVIDIA GeForce GTX 1080 Ti or better
Network Requirements¶
- Internet connection for downloading models
- Open ports for distributed training (if applicable)
Environment Verification¶
Run the verification script:
python -c "from iovalence.check import verify_environment; verify_environment()"