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Update convertodiffv1.py #2728

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13 changes: 3 additions & 10 deletions Dreambooth/convertodiffv1.py
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Original file line number Diff line number Diff line change
Expand Up @@ -42,11 +42,8 @@ def shave_segments(path, n_shave_prefix_segments=1):
"""
Removes segments. Positive values shave the first segments, negative shave the last segments.
"""
if n_shave_prefix_segments >= 0:
return ".".join(path.split(".")[n_shave_prefix_segments:])
else:
return ".".join(path.split(".")[:n_shave_prefix_segments])

return ".".join(path.split(".")[n_shave_prefix_segments:]) if n_shave_prefix_segments > -1 else ".".join(path.split(".")[:n_shave_prefix_segments])


def renew_resnet_paths(old_list, n_shave_prefix_segments=0):
"""
Expand Down Expand Up @@ -183,11 +180,7 @@ def assign_to_checkpoint(
new_path = new_path.replace(replacement["old"], replacement["new"])

# proj_attn.weight has to be converted from conv 1D to linear
if "proj_attn.weight" in new_path:
checkpoint[new_path] = old_checkpoint[path["old"]][:, :, 0]
else:
checkpoint[new_path] = old_checkpoint[path["old"]]

checkpoint[new_path] = old_checkpoint[path["old"]][:, :, 0] if "proj_attn.weight" in new_path else old_checkpoint[path["old"]]

def conv_attn_to_linear(checkpoint):
keys = list(checkpoint.keys())
Expand Down