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Code to generate plots for "Register Tiling for Unstructured Sparsity in Neural Network Inference"

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SpRegTiling/paper-plotting-code

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paper-plotting-code

This repo contains code to generate plots for "Register Tiling for Unstructured Sparsity in Neural Network Inference"

Data

The data can be retrieved from: https://www.dropbox.com/s/j9inlul07y0793b/paper_results.zip?dl=0

Usage

Uzip the data in into ~/Downloads/, then run (the plots will be put in plots/:

pip install -r requirements.txt

python3 figure2.py ~/Downloads/paper_results/
python3 figure7.py ~/Downloads/paper_results/
python3 figure8.py ~/Downloads/paper_results/
python3 figure9.py ~/Downloads/paper_results/
python3 figure10.py ~/Downloads/paper_results/
python3 figure11.py ~/Downloads/paper_results/
python3 figure12.py ~/Downloads/paper_results/
python3 figure13.py ~/Downloads/paper_results/
python3 figure14.py ~/Downloads/paper_results/
python3 figure15.py ~/Downloads/paper_results/
python3 figure16.py ~/Downloads/paper_results/
python3 figure17.py ~/Downloads/paper_results/

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Code to generate plots for "Register Tiling for Unstructured Sparsity in Neural Network Inference"

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