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mnist-channel-wise-10k-accuracy.sh
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#/usr/bin/env bash
set -eu
commands=(
##############
# Channel-wise
##############
# MNIST: Square [Level: 5]
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L5_50-30-60 -D mnist -M 3layer_cnn-square-BN --model-params 3layer_cnn-square-BN-99.35_200epoch-1223_1032-params.h5 -A square --fuse-layer --mode single --images 10000)"
# MNIST: Swish approx. (rg5_deg2, rg7_deg4) [Level: 5 or 7]
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L5_50-30-60 -D mnist -M 3layer_cnn-swish_rg5_deg2-BN --model-params 3layer_cnn-swish_rg5_deg2-BN-99.48_200epoch-1223_2212-params.h5 -A swish_rg5_deg2 --fuse-layer --opt-act --mode single --images 10000)"
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L7_50-30-60 -D mnist -M 3layer_cnn-swish_rg7_deg4-BN --model-params 3layer_cnn-swish_rg7_deg4-BN-99.52_200epoch-1224_0536-params.h5 -A swish_rg7_deg4 --fuse-layer --opt-act --mode single --images 10000)"
##############
# Channel-wise (Pruned model)
##############
# MNIST: Square [Level: 5]
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L5_50-30-60 -D mnist -M 3layer_cnn-square-BN --model-structure 3layer_cnn-square-BN-round1-98.61-structure.json --model-params 3layer_cnn-square-BN-round1-98.61-params.h5 -A square --fuse-layer --mode single --images 10000)"
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L5_50-30-60 -D mnist -M 3layer_cnn-square-BN --model-structure 3layer_cnn-square-BN-round2-96.68-structure.json --model-params 3layer_cnn-square-BN-round2-96.68-params.h5 -A square --fuse-layer --mode single --images 10000)"
# MNIST: Swish approx. (rg5_deg2, rg7_deg2, rg5_deg5, rg7_deg4) [Level: 5 or 7]
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L5_50-30-60 -D mnist -M 3layer_cnn-swish_rg5_deg2-BN --model-structure 3layer_cnn-swish_rg5_deg2-BN-round1-98.83-structure.json --model-params 3layer_cnn-swish_rg5_deg2-BN-round1-98.83-params.h5 -A swish_rg5_deg2 --fuse-layer --opt-act --mode single --images 10000)"
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L5_50-30-60 -D mnist -M 3layer_cnn-swish_rg5_deg2-BN --model-structure 3layer_cnn-swish_rg5_deg2-BN-round2-95.52-structure.json --model-params 3layer_cnn-swish_rg5_deg2-BN-round2-95.52-params.h5 -A swish_rg5_deg2 --fuse-layer --opt-act --mode single --images 10000)"
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L7_50-30-60 -D mnist -M 3layer_cnn-swish_rg7_deg4-BN --model-structure 3layer_cnn-swish_rg7_deg4-BN-round1-97.77-structure.json --model-params 3layer_cnn-swish_rg7_deg4-BN-round1-97.77-params.h5 -A swish_rg7_deg4 --fuse-layer --opt-act --mode single --images 10000)"
"(OMP_NUM_THREADS=72 /usr/bin/time -v ./bin/main -P N16384_L7_50-30-60 -D mnist -M 3layer_cnn-swish_rg7_deg4-BN --model-structure 3layer_cnn-swish_rg7_deg4-BN-round2-96.78-structure.json --model-params 3layer_cnn-swish_rg7_deg4-BN-round2-96.78-params.h5 -A swish_rg7_deg4 --fuse-layer --opt-act --mode single --images 10000)"
)
if [ $# -ne 1 ]; then
echo "Please specify log file name"
echo "usage: ./execute.sh ${LOG_FILE_NAME}"
exit 1
fi
log_path="./logs/"
log_file_name=$1
# log_file_path="${log_path}main_log.txt"
log_file_path="${log_path}${log_file_name}"
[[ -d "${log_path}" ]] || mkdir "${log_path}"
[[ -f "${log_file_path}" ]] || touch "${log_file_path}"
for command in "${commands[@]}"
do
echo "====================================================================================================================================================================================" >> "${log_file_path}"
echo "{" >> "${log_file_path}"
/bin/echo -n "[$(date)]" >> "${log_file_path}"
echo ": START \"${command}\"" >> "${log_file_path}"
eval "${command}" &>> "${log_file_path}"
/bin/echo -n "[$(date)]" >> "${log_file_path}"
echo ": FINISH \"${command}\"" >> "${log_file_path}"
echo "}" >> "${log_file_path}"
echo "====================================================================================================================================================================================" >> "${log_file_path}"
echo -e "\n" >> "${log_file_path}"
done