Image Generation on LSUN Bedrooms 256x256 (val)
1.9FIDADM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ADMSampling Steps=1000, Generator Compute (V100 days)=232, Overall Compute (V100 days)=232, Inference Throughput (samples/sec)=0.03, Nparams=552M2021.12 | 1.9 | 66 | 51 | |
| LDM-4Sampling Steps=200, Training Iterations=1.9M, Generator Compute (V100 days)=60, Overall Compute (V100 days)=55, Inference Throughput (samples/sec)=1.07, Nparams=274M2021.12 | 2.95 | 66 | 48 | |
| INDISNFE=72026.03 | 3.81 | — | — | |
| LD3NFE=72026.03 | 4.31 | — | — | |
| best heu.NFE=72026.03 | 4.39 | — | — | |
| INDISNFE=52026.03 | 4.99 | — | — | |
| DMNNFE=72026.03 | 5.16 | — | — | |
| LD3NFE=52026.03 | 5.93 | — | — | |
| DMNNFE=52026.03 | 6.15 | — | — | |
| best heu.NFE=52026.03 | 6.38 | — | — | |
| AMEDNFE=72026.03 | 7 | — | — | |
| GITSNFE=72026.03 | 9.59 | — | — | |
| INDISNFE=32026.03 | 12.44 | — | — | |
| AMEDNFE=52026.03 | 13.2 | — | — | |
| LD3NFE=32026.03 | 14.62 | — | — | |
| GITSNFE=52026.03 | 17.29 | — | — | |
| DMNNFE=32026.03 | 28.11 | — | — | |
| best heu.NFE=32026.03 | 41.99 | — | — | |
| GITSNFE=32026.03 | 44.78 | — | — | |
| AMEDNFE=32026.03 | 58.21 | — | — |