TensorRT Installer – Easy Python Setup for NVIDIA RTX GPUs

TensorRT Installer is a simple Python-based installer that automates the setup of NVIDIA TensorRT, CUDA 12.6, and all required Python dependencies.
Perfect for developers working with AI inference, YOLO models, and high-performance GPU computing.

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✅ Features

• 🧠 One-click setup for TensorRT on Windows
• ⚡ Installs CUDA Toolkit 12.6, and all required packages
• 🛠️ Supports NVIDIA RTX 20, 30, 40, and 50 Series GPUs

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🖥️ Compatibility

This version is compatible with NVIDIA RTX GPUs:

• For RTX 20–40 series cards, run:
  start.bat

• For RTX 50 series cards, run:
  start_50_series.bat

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▶️ How to Use

Just run the installer for your GPU:

# For RTX 20, 30, 40 series
start.bat

# For RTX 50 series
start_50_series.bat

The script will:

• Install CUDA 12.6
• Set up TensorRT libraries
• Install Python dependencies via pip
• Handle all environment setup for immediate use

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🧠 Perfect For

• Running YOLOv8, YOLOv10, YOLOv12
• AI inference at high FPS with TensorRT + CUDA
• Deep learning projects requiring NVIDIA GPU acceleration

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💬 Need Help?

Join the Discord