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Update README.md
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README.md
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@@ -2,13 +2,13 @@ Fashion MNIST unconditional Unet Model trained using DDPM
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Model Hyperparams:
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- Model size:
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- 3 stages: 128, 256, 512 channels
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- Linear Attention in 2nd and 3rd stages, Self Attention in Middle Stage
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- Optimizer: Adam
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- LR: 3e-4
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- Batch Size: 64
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- Grad Accumulation: 8 steps
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Model Hyperparams:
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- Model size: 51,834,625 params
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- 3 stages: 128, 256, 512 channels
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- Linear Attention in 2nd and 3rd stages, Self Attention in Middle Stage
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- Optimizer: Adam
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- LR: 3e-4
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- Batch Size: 64
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- Grad Accumulation: 8 steps
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- Total steps: 5,000
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