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Add ViT-H (#2)

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Han Chong 2024-10-03 15:06:50 +08:00 committed by GitHub
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commit 5917521c34
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1 changed files with 14 additions and 0 deletions
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dinov2/models/vision_transformer.py
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@ -405,6 +405,20 @@ def vit_large(patch_size=16, num_register_tokens=0, **kwargs):
return model return model
def vit_huge(patch_size=16, num_register_tokens=0, **kwargs):
model = DinoVisionTransformer(
patch_size=patch_size,
embed_dim=1280,
depth=32,
num_heads=16,
mlp_ratio=4,
block_fn=partial(Block, attn_class=MemEffAttention),
num_register_tokens=num_register_tokens,
**kwargs,
)
return model
def vit_giant2(patch_size=16, num_register_tokens=0, **kwargs): def vit_giant2(patch_size=16, num_register_tokens=0, **kwargs):
""" """
Close to ViT-giant, with embed-dim 1536 and 24 heads => embed-dim per head 64 Close to ViT-giant, with embed-dim 1536 and 24 heads => embed-dim per head 64