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# Guides

## Docs

- [Ahead-of-Time Tuning Guide](https://docs.nvidia.com/aitune/dev/guides/ahead-of-time-tuning.md)
- [ONNX Model Tuning](https://docs.nvidia.com/aitune/dev/guides/onnx-model-tuning.md)
- [Ahead-of-time Inspect Guide](https://docs.nvidia.com/aitune/dev/guides/ahead-of-time-inspect.md)
- [Just-in-Time Tuning Guide](https://docs.nvidia.com/aitune/dev/guides/just-in-time-tuning.md)
- [Just-in-Time Inspect Guide](https://docs.nvidia.com/aitune/dev/guides/just-in-time-inspect.md)
- [Multi-GPU Integration](https://docs.nvidia.com/aitune/dev/guides/multi-gpu-integration.md)
- [TensorRT Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/tensor-rt-backend.md)
- [TensorRT Optimization Profiles](https://docs.nvidia.com/aitune/dev/guides/backends/tensor-rt-optimization-profiles.md)
- [ONNXRuntime Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/onnx-runtime-backend.md)
- [Kernel Selector Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/kernel-selector-backend.md)
- [Torch-TensorRT JIT Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/torch-tensor-rt-backend-jit.md)
- [Torch-TensorRT AOT Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/torch-tensor-rt-backend-aot.md)
- [TorchAO Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/torch-ao-backend.md)
- [Torch Inductor JIT Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/torch-inductor-jit-backend.md)
- [Torch Inductor AOT Backend Guide](https://docs.nvidia.com/aitune/dev/guides/backends/torch-inductor-aot-backend.md)
- [Tune Strategies Guide](https://docs.nvidia.com/aitune/dev/guides/tune-strategies.md)
- [Deployment Overview](https://docs.nvidia.com/aitune/dev/guides/deployment/overview.md)
- [Deploy with Dynamo](https://docs.nvidia.com/aitune/dev/guides/deployment/dynamo.md)
- [Deploy with Triton](https://docs.nvidia.com/aitune/dev/guides/deployment/triton.md)
- [Save and Load Checkpoints](https://docs.nvidia.com/aitune/dev/guides/deployment/save-and-load-checkpoints.md)
- [Tuning Workflow](https://docs.nvidia.com/aitune/dev/guides/advanced/tuning-workflow.md)
- [Execution Graphs](https://docs.nvidia.com/aitune/dev/guides/advanced/execution-graphs.md)
- [Profiling and Hardware Metrics](https://docs.nvidia.com/aitune/dev/guides/advanced/profiling-and-hardware-metrics.md)
- [Performance Profile](https://docs.nvidia.com/aitune/dev/guides/advanced/performance-profile.md)
- [Module Function Kernel Profiler](https://docs.nvidia.com/aitune/dev/guides/advanced/module-function-kernel-profiler.md)
- [Kernel Providers](https://docs.nvidia.com/aitune/dev/guides/advanced/kernel-providers.md)
- [Tuning Assistant Agent](https://docs.nvidia.com/aitune/dev/guides/ai-agents/tuning-assistant.md)