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Eduardo Cueto-Mendoza 931cb79e42 Commited code from 2024 2024-05-10 11:04:28 +01:00
Mixtures Commited code from 2023 2024-05-10 10:59:24 +01:00
layers Commited code from 2023 2024-05-10 10:59:24 +01:00
models Commited code from 2023 2024-05-10 10:59:24 +01:00
tests Commited code from 2023 2024-05-10 10:59:24 +01:00
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LICENSE Commited code from 2024 2024-05-10 11:04:28 +01:00
README.md Commited code from 2024 2024-05-10 11:04:28 +01:00
amd_sample_draw.py Commited code from 2023 2024-05-10 10:59:24 +01:00
arguments.py Commited code from 2024 2024-05-10 11:04:28 +01:00
cpu_watt.sh Commited code from 2023 2024-05-10 10:59:24 +01:00
gpu_power_func.py Commited code from 2023 2024-05-10 10:59:24 +01:00
gpu_sample_draw.py Commited code from 2023 2024-05-10 10:59:24 +01:00
main_bayesian.py Commited code from 2024 2024-05-10 11:04:28 +01:00
main_frequentist.py Commited code from 2024 2024-05-10 11:04:28 +01:00
mem_free.sh Commited code from 2023 2024-05-10 10:59:24 +01:00
metrics.py Commited code from 2023 2024-05-10 10:59:24 +01:00
radeontop.sh Commited code from 2023 2024-05-10 10:59:24 +01:00
read_pickle.py Commited code from 2023 2024-05-10 10:59:24 +01:00
run_service.py Commited code from 2024 2024-05-10 11:04:28 +01:00
stopping_crit.py Commited code from 2023 2024-05-10 10:59:24 +01:00
uncertainty_estimation.py Commited code from 2023 2024-05-10 10:59:24 +01:00
utils.py Commited code from 2023 2024-05-10 10:59:24 +01:00

README.md

Energy efficiency comparison

This experiment compares a Frequentist CNN model against a Bayesian CNN model

Example run command

python run_service.py -f1 -s -e && sleep 60 && python run_service.py -f2 -s -e && sleep 60 && python run_service.py -f3 -s -e && sleep 60 && python run_service.py -f4 -s -e && sleep 60 && python run_service.py -f5 -s -e && sleep 60 & python run_service.py -f6 -s -e && sleep 60 && python run_service.py -f7 -s -e && sleep 60 && python run_service.py -b1 -s -e && sleep 60 && python run_service.py -b2 -s -e && sleep 60 && python run_service.py -b3 -s -e && sleep 60 && python run_service.py -b4 -s -e && sleep 60 && python run_service.py -b5 -s -e && sleep 60 && python run_service.py -b6 -s -e && sleep 60 && python run_service.py -b7 -s -e && sleep 60