{ "method": "Separate local processes; 1024x1024, two denoising steps, seed 42, cold start, phase loading; diagnostic only", "models": { "bf16": { "model": "Image21-MLX-bf16", "size": 1024, "steps": 2, "warmup": false, "diagnostic_only": true, "note": "Compute peak resets after loading; next load peak can include the prior phase still resident at transition. Cold two-step times are not comparable with formal 40-step results.", "total_seconds": 17.3185, "events": [ { "phase": "text_encoder", "load_seconds": 2.4333, "load_peak_gib": 16.3307, "active_after_load_gib": 16.3307, "compute_seconds": 0.1586, "compute_peak_gib": 16.3877, "active_after_compute_gib": 16.331, "cache_after_compute_gib": 0.0599 }, { "phase": "transformer", "load_seconds": 1.9974, "load_peak_gib": 13.2532, "active_after_load_gib": 13.2532, "compute_seconds": 10.7757, "compute_peak_gib": 16.197, "active_after_compute_gib": 13.2579, "cache_after_compute_gib": 3.9134 }, { "phase": "vae", "load_seconds": 0.3024, "load_peak_gib": 1.2612, "active_after_load_gib": 1.2612, "compute_seconds": 1.5496, "compute_peak_gib": 16.1927, "active_after_compute_gib": 1.2626, "cache_after_compute_gib": 41.9682 } ] }, "8bit": { "model": "Image21-MLX-8bit", "size": 1024, "steps": 2, "warmup": false, "diagnostic_only": true, "note": "Compute peak resets after loading; next load peak can include the prior phase still resident at transition. Cold two-step times are not comparable with formal 40-step results.", "total_seconds": 17.352, "events": [ { "phase": "text_encoder", "load_seconds": 1.5567, "load_peak_gib": 10.2662, "active_after_load_gib": 10.2662, "compute_seconds": 0.1065, "compute_peak_gib": 10.3455, "active_after_compute_gib": 10.2665, "cache_after_compute_gib": 0.079 }, { "phase": "transformer", "load_seconds": 1.1146, "load_peak_gib": 7.1595, "active_after_load_gib": 7.1595, "compute_seconds": 12.6051, "compute_peak_gib": 10.1033, "active_after_compute_gib": 7.1641, "cache_after_compute_gib": 3.9446 }, { "phase": "vae", "load_seconds": 0.2663, "load_peak_gib": 1.2612, "active_after_load_gib": 1.2612, "compute_seconds": 1.6047, "compute_peak_gib": 16.1927, "active_after_compute_gib": 1.2626, "cache_after_compute_gib": 41.9682 } ] } }, "interpretation": "The unquantized FP32 VAE decode is the shared active-allocation floor at this resolution. Cache entries are unused buffers, not minimum physical RAM. Cold two-step timings do not replace the formal 40-step benchmark." }