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mnist

MNIST With FHE

The mnist_in_fhe.ipynb notebook shows how to use Concrete ML to train a custom neural network on the MNIST data-set.

Installation

  • First, create a virtual env and activate it:
python3.8 -m venv .venv
source .venv/bin/activate
  • Then, install required packages:
pip3 install -U pip wheel setuptools --ignore-installed
pip3 install -r requirements.txt --ignore-installed
  • Then, create a directory for check_points
mkdir -p .checkpoints