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bulk_test.sh
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#! /usr/bin/bash
# _____ _ _
# |_ _|___ ___ | |_ (_) _ __ __ _
# | | / _ \/ __|| __|| || '_ \ / _` |
# | || __/\__ \| |_ | || | | || (_| |
# |_| \___||___/ \__||_||_| |_| \__, |
# |___/
#
#
# SPECIALIST NETWORKS
#
function specialists() {
local ROOT_DIR=./results-2020_04_24/Specialist/
local WAIT_TIME=20
local SKIP_EXISTING=true
# look inside of root_dir for model checkpoints
for MODEL_PATH in $(find $ROOT_DIR -name *model.pt); do
# skip if there are already existing test results
local MODEL_DIR=$(dirname "${MODEL_PATH}")
if $SKIP_EXISTING; then
if grep -rsq "Completed testing Specialist model" $MODEL_DIR; then
echo "Skipping $MODEL_DIR..."; continue;
fi
fi
local TMUX_SESSION_NAME=$(tr '/.' ' ' <<< $(echo $MODEL_PATH | sed 's/^.\{'$(echo -n $ROOT_DIR | wc -m)'\}//'))
local TMUX_SESSION_NAME=$(echo ${TMUX_SESSION_NAME%????????})
if tmux new-session -s "$TMUX_SESSION_NAME" -d \; send-keys \
"python3 test_specialist.py -s $MODEL_PATH --disconnect" Enter; then
echo "Starting experiment \"$TMUX_SESSION_NAME\"..."
sleep $WAIT_TIME
fi
done
}
#
# GATING NETWORKS
#
function gatings() {
local ROOT_DIR=./results-2020_04_24/Gating/
local WAIT_TIME=20
local SKIP_EXISTING=true
# look inside of root_dir for model checkpoints
for MODEL_PATH in $(find $ROOT_DIR -name *model.pt); do
# skip if there are already existing test results
local MODEL_DIR=$(dirname "${MODEL_PATH}")
if $SKIP_EXISTING; then
if grep -rsq "Completed testing Gating model" $MODEL_DIR; then
echo "Skipping $MODEL_DIR..."; continue;
fi
fi
local TMUX_SESSION_NAME=$(tr '/.' ' ' <<< $(echo $MODEL_PATH | sed 's/^.\{'$(echo -n $ROOT_DIR | wc -m)'\}//'))
local TMUX_SESSION_NAME=$(echo ${TMUX_SESSION_NAME%????????})
if tmux new-session -s "$TMUX_SESSION_NAME" -d \; send-keys \
"python3 test_gating.py -s $MODEL_PATH --disconnect" Enter; then
echo "Starting experiment \"$TMUX_SESSION_NAME\"..."
sleep $WAIT_TIME
fi
done
}
#
# BASELINE NETWORKS
#
function baselines() {
local ROOT_DIR=./results-2020_04_24/Baseline/
local WAIT_TIME=60
local SKIP_EXISTING=true
# look inside of root_dir for model checkpoints
for MODEL_PATH in $(find $ROOT_DIR -name *model.pt); do
# skip if there are already existing test results
local MODEL_DIR=$(dirname "${MODEL_PATH}")
if $SKIP_EXISTING; then
if grep -rsq "Completed testing Baseline model" $MODEL_DIR; then
echo "Skipping $MODEL_DIR..."; continue;
fi
fi
local TMUX_SESSION_NAME=$(tr '/.' ' ' <<< $(echo $MODEL_PATH | sed 's/^.\{'$(echo -n $ROOT_DIR | wc -m)'\}//'))
local TMUX_SESSION_NAME=$(echo ${TMUX_SESSION_NAME%????????})
if tmux new-session -s "$TMUX_SESSION_NAME" -d \; send-keys \
"python3 test_specialist.py -s $MODEL_PATH --disconnect" Enter; then
echo "Starting experiment \"$TMUX_SESSION_NAME\"..."
sleep $WAIT_TIME
fi
done
}
#
# ENSEMBLE NETWORKS
#
function ensembles_snr() {
local ROOT_DIR=./results-2020_04_24/
local WAIT_TIME=30
local SKIP_EXISTING=true
local PATH_TO_SPECIALISTS=$(find $ROOT_DIR/Specialist/gender_all/snr_n05/*x[1-9]/lr1e-03/model.pt)
local PATH_TO_GATINGS=$(find $ROOT_DIR/Gating/snr/**x[1-9]/lr1e-03/model.pt)
local OUTPUT_DIR=$ROOT_DIR/Ensemble/snr/
local REGEX='\/([0-9]+)x([0-9]+)\/'
for MODEL_GATING in $PATH_TO_GATINGS; do
[[ $MODEL_GATING =~ $REGEX ]]
local ARCH_GATING="g${BASH_REMATCH[1]}x${BASH_REMATCH[2]}"
for MODEL_SPECIALIST in $PATH_TO_SPECIALISTS; do
[[ $MODEL_SPECIALIST =~ $REGEX ]]
local ARCH_SPECIALIST="s${BASH_REMATCH[1]}x${BASH_REMATCH[2]}"
# skip if there are already existing test results
local MODEL_DIR=$OUTPUT_DIR/$ARCH_GATING/$ARCH_SPECIALIST/
if $SKIP_EXISTING; then
if grep -rsq "Completed testing Ensemble model" $MODEL_DIR; then
echo "Skipping $MODEL_DIR..."; continue;
fi
fi
local TMUX_SESSION_NAME="Ensemble SNR $ARCH_GATING $ARCH_SPECIALIST"
if tmux new-session -s "$TMUX_SESSION_NAME" -d \; send-keys \
"python3 test_ensemble_snr.py -sg $MODEL_GATING -ss $MODEL_SPECIALIST --disconnect" Enter; then
echo "Starting experiment \"$TMUX_SESSION_NAME\"..."
sleep $WAIT_TIME
fi
done
done
}
function ensembles_gender() {
local ROOT_DIR=./results-2020_04_24/
local WAIT_TIME=30
local SKIP_EXISTING=true
local PATH_TO_SPECIALISTS=$(find $ROOT_DIR/Specialist/gender_M/snr_all/*x[1-9]/lr1e-03/model.pt)
local PATH_TO_GATINGS=$(find $ROOT_DIR/Gating/gender/**x[1-9]/lr1e-03/model.pt)
local OUTPUT_DIR=$ROOT_DIR/Ensemble/gender/
local REGEX='\/([0-9]+)x([0-9]+)\/'
for MODEL_GATING in $PATH_TO_GATINGS; do
[[ $MODEL_GATING =~ $REGEX ]]
local ARCH_GATING="g${BASH_REMATCH[1]}x${BASH_REMATCH[2]}"
for MODEL_SPECIALIST in $PATH_TO_SPECIALISTS; do
[[ $MODEL_SPECIALIST =~ $REGEX ]]
local ARCH_SPECIALIST="s${BASH_REMATCH[1]}x${BASH_REMATCH[2]}"
# skip if there are already existing test results
local MODEL_DIR=$OUTPUT_DIR/$ARCH_GATING/$ARCH_SPECIALIST/
if $SKIP_EXISTING; then
if grep -rsq "Completed testing Ensemble model" $MODEL_DIR; then
echo "Skipping $MODEL_DIR..."; continue;
fi
fi
local TMUX_SESSION_NAME="Ensemble GENDER $ARCH_GATING $ARCH_SPECIALIST"
if tmux new-session -s "$TMUX_SESSION_NAME" -d \; send-keys \
"python3 test_ensemble_gender.py -sg $MODEL_GATING -ss $MODEL_SPECIALIST --disconnect" Enter; then
echo "Starting experiment \"$TMUX_SESSION_NAME\"..."
sleep $WAIT_TIME
fi
done
done
}
"$@"