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confvnext_intrevse: add shallow

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Starbeamrainbowlabs 2022-12-08 19:10:12 +00:00
parent c27869630a
commit 2a1772a211
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 8 additions and 7 deletions
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15
aimodel/src/lib/ai/components/convnext_inverse.py
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@ -6,13 +6,14 @@ from .convnext import add_convnext_block
depths_dims = dict(
# architectures from: https://github.com/facebookresearch/ConvNeXt
# A ConvNet for the 2020s: https://arxiv.org/abs/2201.03545
convnext_i_xxtiny = (dict(depths=[3, 6, 3, 3], dims=[264, 132, 96, 66])),
convnext_i_xtiny = (dict(depths=[3, 6, 3, 3], dims=[528, 264, 132, 66])),
convnext_i_tiny = (dict(depths=[3, 9, 3, 3], dims=[768, 384, 192, 96])),
convnext_i_small = (dict(depths=[3, 27, 3, 3], dims=[768, 384, 192, 96])),
convnext_i_base = (dict(depths=[3, 27, 3, 3], dims=[1024, 512, 256, 128])),
convnext_i_large = (dict(depths=[3, 27, 3, 3], dims=[1536, 768, 384, 192])),
convnext_i_xlarge = (dict(depths=[3, 27, 3, 3], dims=[2048, 1024, 512, 256])),
convnext_i_shallow= (dict(depths=[2, 3, 2], dims=[132, 96, 66])),
convnext_i_xxtiny = (dict(depths=[3, 6, 3, 3], dims=[264, 132, 96, 66])),
convnext_i_xtiny = (dict(depths=[3, 6, 3, 3], dims=[528, 264, 132, 66])),
convnext_i_tiny = (dict(depths=[3, 9, 3, 3], dims=[768, 384, 192, 96])),
convnext_i_small = (dict(depths=[3, 27, 3, 3], dims=[768, 384, 192, 96])),
convnext_i_base = (dict(depths=[3, 27, 3, 3], dims=[1024, 512, 256, 128])),
convnext_i_large = (dict(depths=[3, 27, 3, 3], dims=[1536, 768, 384, 192])),
convnext_i_xlarge = (dict(depths=[3, 27, 3, 3], dims=[2048, 1024, 512, 256])),
)