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Fashion MNIST unconditional Unet Model trained using DDPM

Model Hyperparams:

  • Model size: 51834625 params
  • 3 stages: 128, 256, 512 channels
  • Linear Attention in 2nd and 3rd stages, Self Attention in Middle Stage
  • Optimizer: Adam
  • LR: 3e-4
  • Batch Size: 64
  • Grad Accumulation: 8 steps

output.png