35 lines
925 B
Bash
35 lines
925 B
Bash
#!/bin/bash
|
|
# bash ./scripts-search/algos/REINFORCE.sh 0.001 -1
|
|
echo script name: $0
|
|
echo $# arguments
|
|
if [ "$#" -ne 2 ] ;then
|
|
echo "Input illegal number of parameters " $#
|
|
echo "Need 2 parameters for LR and seed"
|
|
exit 1
|
|
fi
|
|
if [ "$TORCH_HOME" = "" ]; then
|
|
echo "Must set TORCH_HOME envoriment variable for data dir saving"
|
|
exit 1
|
|
else
|
|
echo "TORCH_HOME : $TORCH_HOME"
|
|
fi
|
|
|
|
dataset=cifar10
|
|
LR=$1
|
|
seed=$2
|
|
channel=16
|
|
num_cells=5
|
|
max_nodes=4
|
|
space=nas-bench-201
|
|
|
|
save_dir=./output/search-cell-${space}/REINFORCE-${dataset}-${LR}
|
|
|
|
OMP_NUM_THREADS=4 python ./exps/algos/reinforce.py \
|
|
--save_dir ${save_dir} --max_nodes ${max_nodes} --channel ${channel} --num_cells ${num_cells} \
|
|
--dataset ${dataset} \
|
|
--search_space_name ${space} \
|
|
--arch_nas_dataset ${TORCH_HOME}/NAS-Bench-201-v1_0-e61699.pth \
|
|
--time_budget 12000 \
|
|
--learning_rate ${LR} --EMA_momentum 0.9 \
|
|
--workers 4 --print_freq 200 --rand_seed ${seed}
|