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4924822
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1 Parent(s): d1933da

Upload calculate-vith.py

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  1. openclip/calculate-vith.py +15 -5
openclip/calculate-vith.py CHANGED
@@ -11,6 +11,18 @@ Plan:
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  import sys
 
 
 
 
 
 
 
 
 
 
 
 
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  import torch
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  import open_clip
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@@ -20,16 +32,14 @@ from safetensors import safe_open
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  device=torch.device("cuda")
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- mtype='ViT-H-14'
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- mname='laion2b_s32b_b79k'
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-
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- print("Loading",mtype,mname)
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  cmodel, _, preprocess = open_clip.create_model_and_transforms(mtype,
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  pretrained=mname)
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  tokenizer = open_clip.get_tokenizer(mtype)
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- ## model = model.to(device)
 
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  #embed_file="embeddings.safetensors"
 
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  import sys
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+
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+ mtype='ViT-H-14'
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+ mname='laion2B-s32B-b79K'
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+
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+ print(f"Configured for {mtype}, {mname}")
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+
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+ if len(sys.argv) < 3:
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+ print("Error: need embeddings file and dictionary name")
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+ sys.exit(1)
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+
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+
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+
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  import torch
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  import open_clip
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  device=torch.device("cuda")
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+ print("Loading model")
 
 
 
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  cmodel, _, preprocess = open_clip.create_model_and_transforms(mtype,
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  pretrained=mname)
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  tokenizer = open_clip.get_tokenizer(mtype)
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+ print("Moving model to cuda")
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+ cmodel.to(device)
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  #embed_file="embeddings.safetensors"