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[DRAFT] Mobile ViT #6965
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[DRAFT] Mobile ViT #6965
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2d82685
[FEAT] Start the mobile vit model.
acec414
Start the mobile_vit implementation. WIP.
1276cd9
More progress: weights structuring and some comments.
408bbce
Some progress but still not you done.
yassineAlouini 3beaaa3
Fix relative import.
yassineAlouini 55bb81c
MobileViTBlock runs.
yassineAlouini 6acde62
MobileVit (the v1 version) runs. Next: train.
yassineAlouini c373255
[CI/CD] Fix URL of flake8 in pre-commits.
yassineAlouini a6dd599
Remove changes made by mistake.
yassineAlouini cff346e
Few changes thanks to code review.
yassineAlouini e588982
More changes thanks to code review.
yassineAlouini 2a5089e
Formatting.
yassineAlouini 1424f9a
Update misc.py
yassineAlouini c34c1e6
Remove useless change.
yassineAlouini c7a54d5
Add .sh script to train on cloud.
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.. | ||
_TODO: Update the documentation with the correct links... | ||
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MobileViT | ||
=========== | ||
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.. currentmodule:: torchvision.models | ||
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The MobileViT model is based on the `"MobileViT: Light-Weight, General-Purpose, and Mobile-Friendly Vision Transfomer" <https://arxiv.org/abs/2110.02178>`__ paper. | ||
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Model builders | ||
-------------- | ||
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The following model builders can be used to instantiate a MobileViT model, with or | ||
without pre-trained weights. All the model builders internally rely on the | ||
``torchvision.models.mobilevit.MobileViT`` base class. Please refer to the `source | ||
code | ||
<https://github.com/pytorch/vision/blob/main/torchvision/models/mobilevit.py>`_ for | ||
more details about this class. | ||
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.. autosummary:: | ||
:toctree: generated/ | ||
:template: function.rst | ||
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mobilevit |
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python setup.py develop && torchrun --nproc_per_node=8 vision-1/references/classification/train.py --model mobile_vit_xxs |
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