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Add new Vision Transformer tutorial using experimental workflow interface #836
Add new Vision Transformer tutorial using experimental workflow interface #836
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Signed-off-by: kta-intel <[email protected]>
Signed-off-by: kta-intel <[email protected]>
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Could you renumber this example to something like Workflow_Interface_102_Vision_Transformer.ipynb
?
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sure, all set!
Hi @kta-intel! This PR looks good. Once the number of the example is changed I think this is ready to merge. |
Signed-off-by: kta-intel <[email protected]>
...fl-tutorials/experimental/Vision_Transformer/Workflow_Interface_102_Vision_Transformer.ipynb
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When I install |
…ansformers.txt Signed-off-by: kta-intel <[email protected]>
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LGTM!
I ran the workflow from the beginning to the end and it ran without any problems!
Great Work Kevin!
…face (securefederatedai#836) * adding new workflow interface tutorial (vision transformer) Signed-off-by: kta-intel <[email protected]> * fix image not displaying properly Signed-off-by: kta-intel <[email protected]> * change name to workflow_interface_102... Signed-off-by: kta-intel <[email protected]> * update notebook title, update collab link, fix requirements_vision_transformers.txt Signed-off-by: kta-intel <[email protected]> --------- Signed-off-by: kta-intel <[email protected]> Signed-off-by: nammbash <[email protected]>
…face (securefederatedai#836) * adding new workflow interface tutorial (vision transformer) Signed-off-by: kta-intel <[email protected]> * fix image not displaying properly Signed-off-by: kta-intel <[email protected]> * change name to workflow_interface_102... Signed-off-by: kta-intel <[email protected]> * update notebook title, update collab link, fix requirements_vision_transformers.txt Signed-off-by: kta-intel <[email protected]> --------- Signed-off-by: kta-intel <[email protected]> Signed-off-by: nammbash <[email protected]>
…face (securefederatedai#836) * adding new workflow interface tutorial (vision transformer) Signed-off-by: kta-intel <[email protected]> * fix image not displaying properly Signed-off-by: kta-intel <[email protected]> * change name to workflow_interface_102... Signed-off-by: kta-intel <[email protected]> * update notebook title, update collab link, fix requirements_vision_transformers.txt Signed-off-by: kta-intel <[email protected]> --------- Signed-off-by: kta-intel <[email protected]> Signed-off-by: nammbash <[email protected]>
…face (securefederatedai#836) * adding new workflow interface tutorial (vision transformer) Signed-off-by: kta-intel <[email protected]> * fix image not displaying properly Signed-off-by: kta-intel <[email protected]> * change name to workflow_interface_102... Signed-off-by: kta-intel <[email protected]> * update notebook title, update collab link, fix requirements_vision_transformers.txt Signed-off-by: kta-intel <[email protected]> --------- Signed-off-by: kta-intel <[email protected]> Signed-off-by: nammbash <[email protected]>
…face (#836) * adding new workflow interface tutorial (vision transformer) Signed-off-by: kta-intel <[email protected]> * fix image not displaying properly Signed-off-by: kta-intel <[email protected]> * change name to workflow_interface_102... Signed-off-by: kta-intel <[email protected]> * update notebook title, update collab link, fix requirements_vision_transformers.txt Signed-off-by: kta-intel <[email protected]> --------- Signed-off-by: kta-intel <[email protected]> Signed-off-by: manuelhsantana <[email protected]>
This tutorials demonstrates how to set up a basic OpenFL workload using the experimental workflow interface to fine-tune a vision transformer model on the medmnist dataset.
This notebook makes use of standard pytorch practices and leverages HuggingFace's transformer library to build a vision transformer with a pretrained backbone and custom classification head for an image classification workload using medmnist.
It is heavily modeled after the 101_MNIST workflow tutorial