Real-life Example

A typical Stable Diffusion setup might use these parameters:

• Image Size: 512x512 pixels (262,144 total pixels)
• Number of Iterations: 50
• Noise Level: 0.7 (dimensionless)
• Guidance Scale: 7.5 (dimensionless)
• Time per Iteration: 0.5 seconds
• Number of Layers: 32
• Model Depth: 4
• Model Complexity: 100 (arbitrary units)
• Number of GPU Cores: 3584 (e.g., NVIDIA RTX 3060)

This configuration would typically generate a high-quality image in about 25 seconds.