Upload classifier_free_cifar10 checkpoints and training logs
Browse files- classifier_free_cifar10/ckpt/step799999/ema.pt +3 -0
- classifier_free_cifar10/ckpt/step799999/meta.pt +3 -0
- classifier_free_cifar10/ckpt/step799999/model.pt +3 -0
- classifier_free_cifar10/ckpt/step799999/optimizer.pt +3 -0
- classifier_free_cifar10/config-2023-05-06-19-03-22.yaml +58 -0
- classifier_free_cifar10/output-2023-05-06-19-03-22.log +0 -0
- classifier_free_cifar10/samples.zip +3 -0
- classifier_free_cifar10/tensorboard/events.out.tfevents.1683371004.ubuntu-WS-C621E-SAGE-Series.1587378.0 +3 -0
classifier_free_cifar10/ckpt/step799999/ema.pt
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version https://git-lfs.github.com/spec/v1
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size 176845547
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classifier_free_cifar10/ckpt/step799999/meta.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a7fc389681c8eb2922fbeabf0c843cedbad10aaaa30455d0d2b53d1e86ad206b
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size 425
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classifier_free_cifar10/ckpt/step799999/model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5e994857389504ef03b4758693f5b363030fd940e400cee4995f53f59a665234
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size 176868203
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classifier_free_cifar10/ckpt/step799999/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 353790302
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classifier_free_cifar10/config-2023-05-06-19-03-22.yaml
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seed: 2022
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data:
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name: CIFAR-10
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dataroot: /data/xuyifeng/data/CIFAR-10/
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img_size: 32
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img_channels: 3
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num_classes: 10
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dataloader:
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num_workers: 4
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pin_memory: true
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prefetch_factor: 2
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micro_batch: 0
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model:
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target: models.unet_categorial_adagn.UNetCategorialAdaGN
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params:
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in_channels: 3
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out_channels: 3
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dim: 128
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dim_mults:
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- 1
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- 2
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- 2
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- 2
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use_attn:
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- false
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- true
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- true
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- false
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num_res_blocks: 2
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num_classes: 10
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attn_head_dims: 64
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resblock_updown: true
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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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diffusion:
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target: diffusions.guided_free.GuidedFree
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params:
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total_steps: 1000
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beta_schedule: cosine
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beta_start: 0.0001
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beta_end: 0.02
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objective: pred_eps
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var_type: fixed_large
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train:
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n_steps: 800000
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batch_size: 128
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clip_grad_norm: 1.0
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resume: null
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print_freq: 400
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save_freq: 10000
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sample_freq: 5000
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n_samples_each_class: 10
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p_uncond: 0.2
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optim:
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target: torch.optim.AdamW
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params:
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lr: 0.0002
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classifier_free_cifar10/output-2023-05-06-19-03-22.log
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See raw diff
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classifier_free_cifar10/samples.zip
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version https://git-lfs.github.com/spec/v1
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oid sha256:d3c10b7fb7f3e9b53a52e9aebd8bc8b606f2978f14f44bf5c82e761badec25e2
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size 33733915
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classifier_free_cifar10/tensorboard/events.out.tfevents.1683371004.ubuntu-WS-C621E-SAGE-Series.1587378.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:410910348663cc48e9828405190299c1dcf55c620234deab74ecea9ec457465f
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size 78367060
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