DDPM

The simple implenmentation of DDPM cuda1.11.0 RTX3090 This model use Cifar10 datasets:https://www.kaggle.com/datasets/joaopauloschuler/cifar10-64x64-resized-via-cai-super-resolution checkpoints:https://www.kaggle.com/datasets/samuelngnjust/ddpm-checkpoint-ema

The structure of network is Unet_conditional which is:

Unet结构Input
           |
        DoubleConv
           |
        Down -> SelfAttention
           |
        DoubleConv
           |
        Down -> SelfAttention
           |
        DoubleConv
           |
        Down -> SelfAttention
           |
           |
        DoubleConv
           |
        Up -> SelfAttention
           |
        DoubleConv
           |
        Up -> SelfAttention
           |
        DoubleConv
           |
        Up -> SelfAttention
           |
           |
        Output

Using

!python DDPM_conditional.py"

to train model and generate images