TRTEXEC with Facial Landmarks Estimation
trtexec tool is a command-line wrapper included as part of the TensorRT samples.
TAO 5.0.0 exposes the
trtexec tool in the
TAO Deploy container (or task group when run via launcher)
for deploying the model with an x86-based CPU and discrete GPUs. To run
trtexec on other platforms, such as
Jetson devices, or with versions of TensorRT that are not used by default in the TAO containers, you can follow the
official TensorRT documentation on how to get trtexec.
This section describes how to generate a TensorRT engine using
trtexec, which allows you to deploy TAO-trained
models on TensorRT, Triton, and Deepstream.
To generate an
.onnx file for Facial Landmarks Estimation, refer to the
Facial Landmarks Estimation documentation.
You can also refer to :the ref:Facial Landmarks Estimation documentation <facial_landmarks_estimation>
for instructions on generating an INT8 calibration file.
trtexec --onnx=/path/to/model.onnx \