Examples
We provide step-by-step examples that demonstrate how to use various features of Model Navigator.
For the sake of readability and accessibility, we use a simple torch.nn.Linear
model as an example.
These examples illustrate how to optimize, test and deploy the model on
the PyTriton and Triton Inference Server.
Step-by-step examples
- Optimize model
- Optimize model and verify model
- Optimize model and save package
- Load and optimize package
- Optimize and server model on PyTriton
- Optimize and serve model on Triton Inference Server
- Optimize model and use for offline inference
- Optimize PyTorch HiFi-GAN QAT model
- Custom configuration for optimize
Example models
Inside example/models directory you can find ready to use example models in various frameworks.
Python
:
- Identity Model
PyTorch
:
TensorFlow
:
JAX
:
ONNX
: