Text-to-Image Generation on Stable Diffusion DrawBench
0.69Time Per SamplePipelined SRDS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Pipelined SRDSModel Evals=25, Hardware=4 40GB A100 GPUs2024.12 | 0.69 | 1.7 | |
| ParaDiGMSModel Evals=25, Threshold=1e-1, Hardware=4 40GB A100 GPUs2024.12 | 0.77 | — | |
| Serial DDIMModel Evals=25, Hardware=4 40GB A100 GPUs2024.12 | 1.18 | — | |
| ParaDiGMSModel Evals=25, Threshold=1e-2, Hardware=4 40GB A100 GPUs2024.12 | 1.51 | — | |
| ParaDiGMSModel Evals=25, Threshold=1e-3, Hardware=4 40GB A100 GPUs2024.12 | 1.98 | — | |
| Pipelined SRDSModel Evals=196, Hardware=4 40GB A100 GPUs2024.12 | 2.85 | 3.2 | |
| ParaDiGMSModel Evals=196, Threshold=1e-1, Hardware=4 40GB A100 GPUs2024.12 | 3.42 | — | |
| ParaDiGMSModel Evals=196, Threshold=1e-2, Hardware=4 40GB A100 GPUs2024.12 | 5.08 | — | |
| Serial DDIMModel Evals=196, Hardware=4 40GB A100 GPUs2024.12 | 9.17 | — | |
| Pipelined SRDSModel Evals=961, Hardware=4 40GB A100 GPUs2024.12 | 10.31 | 4.3 | |
| ParaDiGMSModel Evals=961, Threshold=1e-1, Hardware=4 40GB A100 GPUs2024.12 | 14.3 | — | |
| ParaDiGMSModel Evals=961, Threshold=1e-2, Hardware=4 40GB A100 GPUs2024.12 | 20.48 | — | |
| ParaDiGMSModel Evals=196, Threshold=1e-3, Hardware=4 40GB A100 GPUs2024.12 | 29.45 | — | |
| Serial DDIMModel Evals=961, Hardware=4 40GB A100 GPUs2024.12 | 44.88 | — | |
| ParaDiGMSModel Evals=961, Threshold=1e-3, Hardware=4 40GB A100 GPUs2024.12 | 275.29 | — |