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Code for my undergraduate thesis "Alleviating the Low-Rank Softmax Bottleneck"

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Alleviating the Low-Rank Softmax Bottleneck

The code complementing my undergraduate thesis "Alleviating the Low-Rank Softmax Bottleneck".

How to reproduce results

  1. Load conda environment or install libraries on your own.
conda env create -f environment.yml
conda activate thesis
  1. Run the experiments. The bash script assumes a Slurm based cluster. If needed, adapt the code accordingly.
cd cluster
bash run_experiments.sh
  1. Run the Jupyter notebook to generate all figures with results.
jupyter notebook generate_figures.ipynb

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Code for my undergraduate thesis "Alleviating the Low-Rank Softmax Bottleneck"

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