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config_dir="/optimum-benchmark/examples/energy_star/" | |
# This script is meant to be called from a python script \ | |
# that provides the REPO_ID as the first argument. | |
REPO_ID=$1 | |
MODEL=$2 | |
TASK=$3 | |
HARDWARE=$4 | |
echo "Attempting to run." | |
# Read the name of the model and the experiment. | |
echo "Benchmarking Model: ${MODEL}, Task: ${TASK}, Hardware: ${HARDWARE}" | |
# Initialize the directory for output. | |
now=$(date +%Y-%m-%d-%H-%M-%S) | |
run_dir="/app/runs/${TASK}/${MODEL}/${HARDWARE}/${now}" | |
mkdir -p "$run_dir" | |
# Save the task/model run directory to text file, for tracking purposes. | |
echo "${run_dir}" >> /attempts.txt | |
{ # try | |
# Let the benchmarking begin! | |
optimum-benchmark --config-name "${TASK}" --config-dir="${config_dir}" backend.model="${MODEL}" backend.processor="${MODEL}" hydra.run.dir="${run_dir}" 2> "${run_dir}/error.log" | |
} || { # catch | |
echo "Did not benchmark." | |
echo "${run_dir}" >> /failed_attempts.txt | |
} | |
echo "Finished"# updating requests dataset and results dataset." | |
#python /process_runs.py | |