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Multi-Model Deployment of Python Model

Overview

The example presents a deployment of multiple Python models at the same time.

Example consists of following scripts:

  • install.sh - install additional dependencies
  • server.py - start the model with Triton Inference Server
  • client.py - execute HTTP/gRPC requests to the deployed model

Quick Start

The step-by-step guide:

  1. Install PyTriton following the installation instruction
  2. Install the additional packages using install.sh
./install.sh
  1. In current terminal start the model on Triton using server.py
./server.py
  1. Open new terminal tab (ex. Ctrl + T on Ubuntu) or window
  2. Go to the example directory
  3. Run the client.py to perform queries on model:
./client.py