#!/bin/bash # bash ./scripts-search/algos/REINFORCE.sh 0.001 -1 echo script name: $0 echo $# arguments if [ "$#" -ne 3 ] ;then echo "Input illegal number of parameters " $# echo "Need 3 parameters for dataset, LR, and seed" exit 1 fi if [ "$TORCH_HOME" = "" ]; then echo "Must set TORCH_HOME envoriment variable for data dir saving" exit 1 else echo "TORCH_HOME : $TORCH_HOME" fi dataset=$1 LR=$2 seed=$3 channel=16 num_cells=5 max_nodes=4 space=nas-bench-201 #benchmark_file=${TORCH_HOME}/NAS-Bench-201-v1_0-e61699.pth benchmark_file=${TORCH_HOME}/NAS-Bench-201-v1_1-096897.pth save_dir=./output/search-cell-${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 ${benchmark_file} \ --time_budget 12000 \ --learning_rate ${LR} --EMA_momentum 0.9 \ --workers 4 --print_freq 200 --rand_seed ${seed}