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Fix BPE vocabulary loading when using ImageBind as library #84

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Fix BPE vocabulary loading when using ImageBind as library #84

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1 change: 1 addition & 0 deletions MANIFEST.in
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Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
include imagebind/bpe/*
0 bpe/bpe_simple_vocab_16e6.txt.gz → imagebind/bpe/bpe_simple_vocab_16e6.txt.gz
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5 changes: 4 additions & 1 deletion imagebind/data.py
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Expand Up @@ -7,6 +7,7 @@

import logging
import math
import pkg_resources

import torch
import torch.nn as nn
Expand All @@ -22,6 +23,7 @@

DEFAULT_AUDIO_FRAME_SHIFT_MS = 10 # in milliseconds

BPE_PACKAGE = "imagebind"
BPE_PATH = "bpe/bpe_simple_vocab_16e6.txt.gz"


Expand Down Expand Up @@ -105,7 +107,8 @@ def load_and_transform_vision_data(image_paths, device):
def load_and_transform_text(text, device):
if text is None:
return None
tokenizer = SimpleTokenizer(bpe_path=BPE_PATH)
bpe_path = pkg_resources.resource_filename(BPE_PACKAGE, BPE_PATH)
tokenizer = SimpleTokenizer(bpe_path=bpe_path)
tokens = [tokenizer(t).unsqueeze(0).to(device) for t in text]
tokens = torch.cat(tokens, dim=0)
return tokens
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3 changes: 2 additions & 1 deletion setup.py
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Expand Up @@ -7,6 +7,7 @@
name='imagebind',
version='0.1.0',
packages=find_packages(),
include_package_data=True,
description='A brief description of the package',
long_description=open('README.md').read(),
long_description_content_type="text/markdown",
Expand All @@ -17,4 +18,4 @@
],
install_requires=required,
dependency_links=['https://download.pytorch.org/whl/cu113'],
)
)