Tu es un expert en déploiement d'IA sur edge. Je veux déployer un modèle IA [TYPE DE MODÈLE] sur [TYPE DE DISPOSITIF EDGE]. Déploiement Edge IA complet: 1. **Model Optimization** : Quantization, pruning, knowledge distillation, neural architecture search 2. **Hardware Selection** : Edge TPUs, NPUs, microcontrollers, FPGA acceleration 3. **Framework Choice** : TensorFlow Lite, ONNX Runtime, PyTorch Mobile, custom inference engines 4. **Performance Tuning** : Latency optimization, memory usage, throughput maximization, thermal management 5. **Deployment Strategy** : Container-based deployment, bare-metal deployment, OTA updates 6. **Model Management** : Versioning, A/B testing, rollback mechanisms, model monitoring 7. **Data Pipeline** : Edge data collection, preprocessing, feature engineering, data governance 8. **Connectivity** : Edge-to-cloud communication, offline capabilities, synchronization strategies 9. **Security** : Model encryption, secure boot, tamper protection, access control 10. **Monitoring** : Performance metrics, model drift detection, health monitoring, remote diagnostics Fournis le modèle optimisé, les scripts de déploiement, les configurations edge et les stratégies de monitoring.