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ResearchFormerly WizWand

Image Generation on ImageNet 64x64 down-sampled (train)

15.93ISFull Precision (FP)
14.83815.121515.40515.6885Nov 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Full Precision (FP)Base Model=DDPM, Steps=4000, Quantization=None2022.1115.9320.8217.42
PTQ4DMBase Model=DDIM, Steps=250, Quantization=8-bit2022.1115.8823.9617.67
PTQ4DMBase Model=DDIM, Steps=100, Quantization=8-bit2022.1115.5224.9217.36
Full Precision (FP)Base Model=DDIM, Steps=100, Quantization=None2022.1115.3821.717.93
PTQ4DMBase Model=DDPM, Steps=4000, Quantization=8-bit2022.1115.2823.6417.29
Full Precision (FP)Base Model=DDIM, Steps=250, Quantization=None2022.1114.8821.6317.66