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README.md
__init__.py
config.yaml
convnet.py
mnist_dataset.py

README.md

Convnet in cxflow-tensorflow

This folder contains convolutional network example written in cxflow-tensorflow commented in greater detail in our cxflow-tensorflow tutorial.

It is required to have python 3.5+ and pip available in your system.

  1. Install cxflow-tensorflow and download the examples (if not done yet):
pip3 install cxflow cxflow-tensorflow --upgrade
git clone https://github.com/Cognexa/cxflow-examples.git
cd cxflow-examples
  1. Download the data and train the network:
cxflow dataset download mnist_convnet
cxflow train mnist_convnet
  1. Train on two GPUs (omit model.n_gpus:int=2 in order to train on CPU):
cxflow train mnist_convnet model.n_gpus:int=2