experiments.bash

PIKEVILLE



cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_2;
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; 



cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_4;
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_6;
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_2__noise_amount__0_2;
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_2__noise_amount__0_4;
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_2__noise_amount__0_6;
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; 



RICHMOND



cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_4__noise_amount__0_2;
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; 



cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_4__noise_amount__0_4;
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_4__noise_amount__0_6;
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_6__noise_amount__0_2;
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 1 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_6__noise_amount__0_4;
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_6__noise_amount__0_6;
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar10/cifar10/;






cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_2; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_4; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; 



MOREHEAD

cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_6;
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_2__noise_amount__0_2;
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_2__noise_amount__0_4;
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_2__noise_amount__0_6;
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 1 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.2__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; 



cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_4__noise_amount__0_2;
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; 



cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_4__noise_amount__0_4;
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_4__noise_amount__0_6;
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.4__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_6__noise_amount__0_2;
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 3 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.2.json \
/datasets/datasets/cifar100/cifar100/; 



LEFTOVER



cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_6__noise_amount__0_4;
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.4.json \
/datasets/datasets/cifar100/cifar100/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_6__noise_amount__0_6;
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 2 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.6__noise_amount__0.6.json \
/datasets/datasets/cifar100/cifar100/; 



cd ~/cgn/cleanlab/examples/cifar/cifar10/cifar10_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_0;
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar10/cifar10/; \
python3 ../cifar10_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar10_noisy_labels/cifar10_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar10/cifar10/; 


cd ~/cgn/cleanlab/examples/cifar/cifar100/cifar100_noisy_labels__frac_zero_noise_rates__0_0__noise_amount__0_0;
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 0 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 1 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 2 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar100/cifar100/; \
python3 ../cifar100_train_crossval.py --gpu 0 --cvn 4 --cv 3 \
--train-labels ../cifar100_noisy_labels/cifar100_noisy_labels__frac_zero_noise_rates__0.0__noise_amount__0.0.json \
/datasets/datasets/cifar100/cifar100/;