Does DeepNetworkDesigner support Transformer Layers?
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I want to add Transofmrer Layers while designing the network for deep learning using MATLAB DeepNetworkDesigner, but it doesn't show me such option. How can I add Transofmer Layers to the network designed using DeepNetworkDesigner?
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Answers (2)
Matt J
on 14 Jan 2024
If the transformer layer is a custom layer that you have created for yourself, you would import it to deepNetworkDesigner from the workspace, as explained here,
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David Ho
on 18 Jan 2024
Hi Subhadip,
In R2023b, the following layers are supported in Deep Network Designer that are commonly used in transformers:
- selfAttentionLayer
- wordEmbeddingLayer (requires Text Analytics Toolbox)
- sinusoidalPositionEncodingLayer
- positionEmbeddingLayer
- embeddingConcatenationLayer
- indexing1dLayer
- patchEmbeddingLayer (requires Computer Vision Toolbox)
Best regards,
David
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