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Serving a Scalable Fast API application leveraging Celery and Redis

Pre-requisites:

  • You must deploy it on a GPU with ~16GB of memory
  • You will need docker compose (HINT: Do not use docker-compose)
  • You will need to ensure nvidia-ctk --version provides a valid output

Tasks:

  1. Provide a simple system diagram (created in whatever format you feel best communicates the flow) for the application
  2. Provide an example output from the model.
    • NOTE: Getting an output is a multi-step process.

This is meant to be a challenging task - so you might need to spend some time troubleshooting and tinkering!