# Advanced Topics

Performance optimization, custom providers, and production best practices.

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## 🎯 Overview

Advanced techniques for optimizing GPUX performance and building production systems.

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## 📖 Topics

### [Custom Providers](custom-providers.md)
Extend GPUX with custom execution providers.

### [Performance Optimization](optimization.md)
Optimize models for maximum throughput and minimal latency.

### [Memory Management](memory-management.md)
Advanced GPU memory optimization techniques.

### [Profiling & Debugging](profiling.md)
Profile and debug model performance.

### [Production Best Practices](production.md)
Deploy GPUX in production environments.

### [Monitoring](monitoring.md)
Monitor performance, health, and metrics.

### [Security](security.md)
Security considerations for ML serving.

### [Advanced Troubleshooting](troubleshooting.md)
Debug complex issues and edge cases.

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**Prerequisites:** Complete the [Tutorial](../tutorial/index.md) and [User Guide](../guide/index.md) first.
