Image Generation on FFHQ unconditional 1024x1024
2,085Throughput (Training)DC-AE-f64
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DC-AE-f64Diffusion Model=DiT-S, Patch Size=1, NFE=250, Batch size=2562024.10 | 2,085 | 50.26 | 230 | 3.1 | 26.88 | |
| DC-AE-f32Diffusion Model=DiT-S, Patch Size=1, NFE=250, Batch size=2562024.10 | 475 | 11.15 | 634 | 10.7 | 13.65 | |
| DC-AE-f32Diffusion Model=DiT-S, Patch Size=1, NFE=250, Batch size=10242024.10 | 475 | 11.15 | 634 | 10.7 | 11.39 | |
| SD-VAE-f8Diffusion Model=DiT-S, Patch Size=4, NFE=250, Batch size=2562024.10 | 470 | 11.13 | 632 | 10.7 | 23.81 | |
| SDXL-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 84 | 1.67 | 3,530 | 41.2 | 16.82 | |
| Asym-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 84 | 1.67 | 3,530 | 41.2 | 17.1 | |
| SD-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 84 | 1.67 | 3,530 | 41.2 | 16.98 | |
| SD3-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 83 | 1.63 | 3,554 | 41.4 | 46.28 | |
| Flux-VAE-f8Diffusion Model=DiT-S, Patch Size=2, NFE=250, Batch size=2562024.10 | 83 | 1.63 | 3,554 | 41.4 | 59.15 |