Image Generation on ImageNet 64x64 down-sampled (train)
15.93ISFull Precision (FP)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Full Precision (FP)Base Model=DDPM, Steps=4000, Quantization=None2022.11 | 15.93 | 20.82 | 17.42 | |
| PTQ4DMBase Model=DDIM, Steps=250, Quantization=8-bit2022.11 | 15.88 | 23.96 | 17.67 | |
| PTQ4DMBase Model=DDIM, Steps=100, Quantization=8-bit2022.11 | 15.52 | 24.92 | 17.36 | |
| Full Precision (FP)Base Model=DDIM, Steps=100, Quantization=None2022.11 | 15.38 | 21.7 | 17.93 | |
| PTQ4DMBase Model=DDPM, Steps=4000, Quantization=8-bit2022.11 | 15.28 | 23.64 | 17.29 | |
| Full Precision (FP)Base Model=DDIM, Steps=250, Quantization=None2022.11 | 14.88 | 21.63 | 17.66 |