Tutorial for using TensorRT 8-Bit Quantization with Aidge.

Description

This MR introduces a tutorial on utilizing TensorRT's 8-bit quantization feature through the aidge_export_tensorrt module.

Key Points Covered:

• exporting the model
• modifying the test script for quantization
• preparing calibration data
• running the quantization and profile the quantized model