run.sh

# Copyright 2022 The Google Research Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

#!/bin/bash
# set -e
# set -x

# virtualenv -p python3 .
# source ./bin/activate

# pip install tensorflow
# pip install -r drops/requirements.txt
# IMB=(0.1 0.02 0.01)
# DATASET=('cifar10' 'cifar100')

DATASETS='cifar10 cifar100'
LOSS='drops'
ID=-1
for RUN in 1 2 3 4
do
    for DATASET in $DATASETS
    do  
        # for IMB in 0.1
        ID=$((ID+1))
        for IMB in 0.1 0.02 0.01
        do
            CUDA_VISIBLE_DEVICES=$ID nohup python3 main_lt.py --loss $LOSS --imb_ratio $IMB --dataset $DATASET --run_id $RUN &
        done
        sleep 5
    done
done