Architecture decision
Measure the complete workflow including additional models. A successful single image does not establish capacity for parallel jobs.
GLOBALATLAS AI · Image generation infrastructure
Image generation infrastructure
Image generation memory depends on the model, resolution, batch size and inference pipeline.
A pipeline for image production
- 01
Model, resolution and optional processing stages
- 02
Job queue and measured VRAM per batch
- 03
Object storage for inputs and generated images
Configuration requirements
Start with a reproducible sample and measure peak VRAM. Store outputs separately from the GPU server boot disk.