This repository contains code for a paper
layers | ||
Mixtures | ||
models | ||
tests | ||
.gitignore | ||
amd_sample_draw.py | ||
arguments.py | ||
config_bayesian.py | ||
config_frequentist.py | ||
cpu_watt.sh | ||
gpu_sample_draw.py | ||
LICENSE | ||
main_bayesian.py | ||
main_frequentist.py | ||
mem_free.sh | ||
metrics.py | ||
read_pickle.py | ||
README.md | ||
run_service.py | ||
stopping_crit.py | ||
times_bayesian | ||
times_freqentist | ||
uncertainty_estimation.py | ||
utils.py |
Energy efficiency comparison
This experiment compares a Frequentist CNN model against a Bayesian CNN model