Agent
FFTNet: An Efficient Alternative to Self-Attention
Creator:%22%2F%3E%3Cg%20fill%3D%22hsl(43%2090%25%2062%25)%22%3E%3Crect%20x%3D%221%22%20y%3D%220%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%229%22%20y%3D%220%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%221%22%20y%3D%221%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%229%22%20y%3D%221%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%222%22%20y%3D%221%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%228%22%20y%3D%221%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%222%22%20y%3D%222%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%228%22%20y%3D%222%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%223%22%20y%3D%222%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%227%22%20y%3D%222%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%224%22%20y%3D%222%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%226%22%20y%3D%222%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%225%22%20y%3D%222%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%220%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%2210%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%221%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%229%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%222%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%228%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%224%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%226%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%225%22%20y%3D%223%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%221%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%229%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%222%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%228%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%223%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%227%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%224%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%226%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%225%22%20y%3D%224%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%221%22%20y%3D%225%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%229%22%20y%3D%225%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%223%22%20y%3D%225%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%227%22%20y%3D%225%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%224%22%20y%3D%225%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%226%22%20y%3D%225%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%225%22%20y%3D%225%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%221%22%20y%3D%226%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%229%22%20y%3D%226%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%223%22%20y%3D%226%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%227%22%20y%3D%226%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%223%22%20y%3D%227%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%227%22%20y%3D%227%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%224%22%20y%3D%227%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3Crect%20x%3D%226%22%20y%3D%227%22%20width%3D%221%22%20height%3D%221%22%2F%3E%3C%2Fg%3E%3C%2Fsvg%3E)
About this agent
FFTNet: An Efficient Alternative to Self-Attention
This implementation is based on the paper "The FFT Strikes Back: An Efficient Alternative to
Self-Attention" by Jacob Fein-Ashley.
The model uses adaptive spectral filtering to achieve global token mixing in O(n log n) time
instead of the O(n²) complexity of traditional self-attention mechanisms.
Requirements
| Package | Installation |
|---|---|
| torch | pip install torch |
| loguru | pip install loguru |
Agent Code
The main implementation code for this agent
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Tags
Python
Torch
Loguru
AttentionAlternative
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Tokenization
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