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Upload ddpm_cifar10 checkpoints and training logs

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  1. ddpm_cifar10/ckpt/step079999/ema.pt +3 -0
  2. ddpm_cifar10/ckpt/step079999/meta.pt +3 -0
  3. ddpm_cifar10/ckpt/step079999/model.pt +3 -0
  4. ddpm_cifar10/ckpt/step079999/optimizer.pt +3 -0
  5. ddpm_cifar10/ckpt/step159999/ema.pt +3 -0
  6. ddpm_cifar10/ckpt/step159999/meta.pt +3 -0
  7. ddpm_cifar10/ckpt/step159999/model.pt +3 -0
  8. ddpm_cifar10/ckpt/step159999/optimizer.pt +3 -0
  9. ddpm_cifar10/ckpt/step239999/ema.pt +3 -0
  10. ddpm_cifar10/ckpt/step239999/meta.pt +3 -0
  11. ddpm_cifar10/ckpt/step239999/model.pt +3 -0
  12. ddpm_cifar10/ckpt/step239999/optimizer.pt +3 -0
  13. ddpm_cifar10/ckpt/step319999/ema.pt +3 -0
  14. ddpm_cifar10/ckpt/step319999/meta.pt +3 -0
  15. ddpm_cifar10/ckpt/step319999/model.pt +3 -0
  16. ddpm_cifar10/ckpt/step319999/optimizer.pt +3 -0
  17. ddpm_cifar10/ckpt/step399999/ema.pt +3 -0
  18. ddpm_cifar10/ckpt/step399999/meta.pt +3 -0
  19. ddpm_cifar10/ckpt/step399999/model.pt +3 -0
  20. ddpm_cifar10/ckpt/step399999/optimizer.pt +3 -0
  21. ddpm_cifar10/ckpt/step479999/ema.pt +3 -0
  22. ddpm_cifar10/ckpt/step479999/meta.pt +3 -0
  23. ddpm_cifar10/ckpt/step479999/model.pt +3 -0
  24. ddpm_cifar10/ckpt/step479999/optimizer.pt +3 -0
  25. ddpm_cifar10/ckpt/step559999/ema.pt +3 -0
  26. ddpm_cifar10/ckpt/step559999/meta.pt +3 -0
  27. ddpm_cifar10/ckpt/step559999/model.pt +3 -0
  28. ddpm_cifar10/ckpt/step559999/optimizer.pt +3 -0
  29. ddpm_cifar10/ckpt/step639999/ema.pt +3 -0
  30. ddpm_cifar10/ckpt/step639999/meta.pt +3 -0
  31. ddpm_cifar10/ckpt/step639999/model.pt +3 -0
  32. ddpm_cifar10/ckpt/step639999/optimizer.pt +3 -0
  33. ddpm_cifar10/ckpt/step719999/ema.pt +3 -0
  34. ddpm_cifar10/ckpt/step719999/meta.pt +3 -0
  35. ddpm_cifar10/ckpt/step719999/model.pt +3 -0
  36. ddpm_cifar10/ckpt/step719999/optimizer.pt +3 -0
  37. ddpm_cifar10/ckpt/step799999/ema.pt +3 -0
  38. ddpm_cifar10/ckpt/step799999/meta.pt +3 -0
  39. ddpm_cifar10/ckpt/step799999/model.pt +3 -0
  40. ddpm_cifar10/ckpt/step799999/optimizer.pt +3 -0
  41. ddpm_cifar10/config-2023-03-09-14-06-16.yaml +51 -0
  42. ddpm_cifar10/output-2023-03-09-14-06-16.log +0 -0
  43. ddpm_cifar10/samples.zip +3 -0
  44. ddpm_cifar10/tensorboard/events.out.tfevents.1678341978.boot-SYS-4029GP-TRT.184998.0 +3 -0
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+ data:
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+ dataroot: /data/fengxin/xuyifeng/data/CIFAR-10/
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+ img_channels: 3
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+ img_size: 32
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+ name: CIFAR-10
6
+ num_classes: 10
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+ dataloader:
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+ micro_batch: 0
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+ num_workers: 4
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+ pin_memory: true
11
+ prefetch_factor: 2
12
+ diffusion:
13
+ beta_end: 0.02
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+ beta_schedule: linear
15
+ beta_start: 0.0001
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+ objective: pred_eps
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+ total_steps: 1000
18
+ var_type: fixed_large
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+ model:
20
+ dim: 128
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+ dim_mults:
22
+ - 1
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+ - 2
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+ - 2
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+ - 2
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+ dropout: 0.1
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+ ema_decay: 0.9999
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+ ema_gradual: true
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+ in_channels: 3
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+ n_heads: 1
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+ num_res_blocks: 2
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+ out_channels: 3
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+ type: unet
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+ use_attn:
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+ - false
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+ - true
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+ - false
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+ - false
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+ seed: 2022
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+ train:
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+ batch_size: 128
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+ clip_grad_norm: 1.0
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+ n_samples: 64
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+ n_steps: 800000
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+ optim:
46
+ lr: 0.0002
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+ type: Adam
48
+ print_freq: 400
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+ resume: null
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+ sample_freq: 5000
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+ save_freq: 10000
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