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docs: update readme
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joennlae committed Nov 14, 2023
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# Halutmatmul
# Stella Nera - Halutmatmul

### Algorithmic CI
[![PyTorch Layer Test | PyTest](https://github.com/joennlae/halutmatmul/actions/workflows/python_testing.yaml/badge.svg)](https://github.com/joennlae/halutmatmul/actions/workflows/python_testing.yaml)
[![Python Linting](https://github.com/joennlae/halutmatmul/actions/workflows/linting.yaml/badge.svg)](https://github.com/joennlae/halutmatmul/actions/workflows/linting.yaml)
[![Mypy - Typechecking](https://github.com/joennlae/halutmatmul/actions/workflows/python_typing.yaml/badge.svg)](https://github.com/joennlae/halutmatmul/actions/workflows/python_typing.yaml)

### ML CI
[![ResNet9 - 90%+ accuracy](https://github.com/joennlae/halutmatmul/actions/workflows/resnet9_validation.yaml/badge.svg)](https://github.com/joennlae/halutmatmul/actions/workflows/resnet9_validation.yaml)
[![ResNet9 - 92%+ accuracy](https://github.com/joennlae/halutmatmul/actions/workflows/resnet9_validation.yaml/badge.svg)](https://github.com/joennlae/halutmatmul/actions/workflows/resnet9_validation.yaml)
### Hardware CI

[![HW Synth + PAR OpenROAD](https://github.com/joennlae/halutmatmul/actions/workflows/hw_openroad.yaml/badge.svg)](https://github.com/joennlae/halutmatmul/actions/workflows/hw_openroad.yaml)
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## Algorithmic

## Maddness algorithm

![Maddness Animation](/docs/images/maddness_animation.webp)

### Differentiable Maddness

![Differentiable Maddness](docs/images/code_preview.png)
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