NCOS_S3 / tasks /task_003.txt
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Initial project structure: FastAPI backend, Dockerfile, requirements, and PRD
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# Task ID: 3
# Title: Dockerize Backend
# Status: pending
# Dependencies: 2
# Priority: high
# Description: Create a clean, minimal Dockerfile for the FastAPI backend. Ensure proper setup of dependencies, cache, and permissions.
# Details:
Base image: nvidia/cuda:12.1.0-devel-ubuntu22.04. Install Python, torch, and pinned dependencies in order. Set up cache and permissions. Add a HEALTHCHECK.
# Test Strategy:
Build and run Docker image. Verify API endpoints, model loading, and health check. Test on GPU machine.