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NickGeneva avatar NickGeneva commented on September 27, 2024

Wasnt able to reproduce with Modulus on my machine:

>>> import modulus
>>> modulus.__version__
'0.5.0'
>>> from modulus.models.afno import AFNO
>>> model = AFNO.from_checkpoint("fcn.mdlus")
>>> model
AFNO(
  (patch_embed): PatchEmbed(
    (proj): Conv2d(26, 768, kernel_size=(8, 8), stride=(8, 8))
  )
  (pos_drop): Dropout(p=0.0, inplace=False)
  (blocks): ModuleList(
    (0-11): 12 x Block(
      (norm1): LayerNorm((768,), eps=1e-06, elementwise_affine=True)
      (filter): AFNO2DLayer()
      (norm2): LayerNorm((768,), eps=1e-06, elementwise_affine=True)
      (mlp): AFNOMlp(
        (fc1): Linear(in_features=768, out_features=3072, bias=True)
        (act): GELU(approximate='none')
        (fc2): Linear(in_features=3072, out_features=768, bias=True)
        (drop): Dropout(p=0.0, inplace=False)
      )
    )
  )
  (head): Linear(in_features=768, out_features=1664, bias=False)
)
>>> 

Could it be you have an old AFNO checkpoint in a model registry? I updated to a new version (auto download should pull this one) after a small API change occurred in Modulus. The v0.2 model has the fix for the error you're seeing I believe.

This got updated I think in 0.4.0 of modulus, interesting its just showing up now.

from earth2mip.

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