Advanced Machine Learning Model Optimization with TensorRT

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About this service

Summary

Optimize your neural network models with TensorRT to achieve faster inference speeds. I provide comprehensive optimization services, including the generation of high-performance TensorRT engines and integration support. My approach ensures that your models run efficiently and effectively on production systems.

What's included

  • High-Performance TensorRT Engines

    TensorRT engines generated from your neural network models, optimized for significantly faster inference speeds.

  • Optimization Impact Analysis

    A detailed report comparing the performance of the optimized model against the original, highlighting improvements in inference speed and efficiency.

  • Model Integration Guide

    Documentation and support for integrating the optimized TensorRT engines into your existing system, including implementation guidelines and troubleshooting tips.


Skills and tools

ML Engineer

AI Model Developer

AI Developer

C++

CUDA

Python

PyTorch