CanonSwap, being a computationally intensive framework, has explicit hardware requirements:
- GPUs: Minimum configuration requires NVIDIA GTX 1080 (8GB video memory), RTX 3080 (10GB) and above recommended:
- Handles 1080p video: RTX 3090 takes 3.2 sec/frame
- 4K Video Requires A100 40GB Video Memory Configuration
- CPU: At least 4-core 3.0GHz processor, HEDT platforms such as Threadripper 3970X recommended
- random access memory (RAM): 16GB base configuration, 64GB or more recommended for processing long videos
- stockpile: NVMe SSDs (1TB or more), as model files typically exceed 15GB
Cloud Deployment Solution Suggestion: AWS p3.2xlarge instance (8 vCPU + 1xV100) can satisfy 720p real-time processing at a monthly cost of about $2300. the optimized Docker image volume is 4.7GB with all dependencies included.
This answer comes from the articleCanonSwap: A tool for realizing high-fidelity face-swapping in videoThe
May not be reproduced without permission:AI productivity tools " What hardware configuration is required to run CanonSwap?
