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Results of our NAS approach

  1. cd into the root folder of this repository.
  2. create a python environment by the following command:

conda env create -f code/environment.yaml

  1. activate environment:

conda activate apdcm

  1. cd in code folder:

cd code

  1. execute the following bash script:

bash bash execute_models.sh

Output should look similar as follows:

CREATE model...
CREATE layer: layer_0
CREATE layer: layer_1
CREATE layer: layer_2
CREATE layer: layer_3
CREATE layer: layer_4
CREATE layer: layer_5
CREATE layer: layer_6
MODEL created!
Ship model to device...
MODEL successfully shipped to device!
#Test 1/20
#Test 2/20
.
.
.
#Test 20/20
MNIST:
Free parameters: 966215
Average accuracy: 99.75%

The Models are stored in the folder models.