python main.py --task ICLR22.noisy_retina_blur.EcosetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset-0.0/EcosetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=23-step\=135168.pt --run_adv_attack_battery --attacks PcFmap-APGD_25 --eps_list .002 .004 .008 .016 --batch_size 10 --num_test 1200 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --precompute_fixation_map
python main.py --task ICLR22.noisy_retina_blur.EcosetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset-0.0/EcosetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=23-step\=135168.pt --run_adv_attack_battery --attacks PcFmap-APGDL2_25 --eps_list .5 1.5 2. 2.5 --batch_size 10 --num_test 1200 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --precompute_fixation_map
python main.py --task ICLR22.noisy_retina_blur.EcosetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset-0.0/EcosetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=23-step\=135168.pt --run_adv_attack_battery --attacks PcFmap-APGD --eps_list .004 --batch_size 10 --num_test 1200 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --precompute_fixation_map
CUDA_VISIBLE_DEVICES='1' python main.py --task ICLR22.baseline.Cifar10NoisyRetinaBlurCyclicLRAutoAugmentWideResNet4x22 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/cifar10-0.0/Cifar10CyclicLRAutoAugment --run_adv_attack_battery --attacks APGDL2_25 --eps_list .125 .25 .5 1. --batch_size 25 --multi_randaugment --num_test 10000
CUDA_VISIBLE_DEVICES='3' python main.py --task ICLR22.noisy_retina_blur.ImagenetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /ocean/projects/cis220031p/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/1/checkpoints/epoch\=23-step\=117984.pt --view_scale 3 --eps_list 0.25 --run_randomized_smoothing_eval --rs_start_batch_idx 150 --rs_end_batch_idx 200 --five_fixations --num_test 1000
python main.py --task ICLR22.retina_warp.ImagenetRetinaWarpCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetRetinaWarpCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=122900.pt --run_adv_attack_battery --attacks APGD_25 --eps_list 0. .002 .004 .008 --batch_size 10 --num_test 2000 --add_fixation_predictor --num_fixations 5 --fixation_prediction_model deepgazeIII:rwarp-6.1-7.0-7.1-in1k
python main.py --task ICLR22.noisy_retina_blur.ImagenetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/1/checkpoints/ --run_adv_attack_battery --attacks PcFmap-APGDL2_25 --eps_list 0.5 1.5 2. 2.5 --batch_size 10 --num_test 2000 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --precompute_fixation_map
python main.py --task ICLR22.noisy_retina_blur.Ecoset10NoisyRetinaBlurS2500WRandomScalesCyclicLR1e_1RandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset10-0.0/Ecoset10NoisyRetinaBlurS2500WRandomScalesCyclicLR1e_1RandAugmentXResNet2x18/ --run_adv_attack_battery --attacks PcFmap-APGDL2_25 --eps_list 0.5 1.5 2. 2.5 --batch_size 10 --num_test 1000 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --precompute_fixation_map
python main.py --task ICLR22.noisy_retina_blur.Ecoset100NoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset100_folder-0.0/ecoset100_folder-0.0/Ecoset100NoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=39-step\=73560.pt --run_adv_attack_battery --attacks PcFmap-APGDL2_25 --eps_list .5 1.5 2. 2.5 --batch_size 10 --num_test 1000 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --precompute_fixation_map

python main.py --task ICLR22.noisy_retina_blur.Ecoset10NoisyRetinaBlurS2500WRandomScalesCyclicLR1e_1RandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset10-0.0/Ecoset10NoisyRetinaBlurS2500WRandomScalesCyclicLR1e_1RandAugmentXResNet2x18/1/checkpoints/model_checkpoint.pt --run_adv_attack_battery --eps_list 0. --batch_size 10 --num_test 95_000 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --use_common_corruption_testset
python main.py --task ICLR22.noisy_retina_blur.Ecoset100NoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset100_folder-0.0/ecoset100_folder-0.0/Ecoset100NoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=39-step\=73560.pt --run_adv_attack_battery --batch_size 25 --num_test 500_000 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --use_common_corruption_testset
python main.py --task ICLR22.retina_warp.ImagenetRetinaWarpCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetRetinaWarpCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=122900.pt --run_adv_attack_battery --attacks PcFmap-APGDL2_25 --eps_list 0.5 1.5 2. --batch_size 25 --num_test 475_000 --add_fixation_predictor --num_fixations 5 --fixation_prediction_model deepgazeIII:rwarp-6.1-7.0-7.1-in1k
python main.py --task ICLR22.noisy_retina_blur.ImagenetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetNoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/1/checkpoints/epoch\=23-step\=117984.pt --run_adv_attack_battery --batch_size 25 --num_test 500_000 --add_fixation_predictor --add_fixed_noise_patch --view_scale 3 --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --use_common_corruption_testset
python main.py --task ICLR22.baseline.ImagenetCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=122900.pt --run_adv_attack_battery --batch_size 25 --multi_randaugment --num_test 500_000 --use_common_corruption_testset
python main.py --task ICLR22.baseline.ImagenetCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=122900.pt --run_adv_attack_battery --batch_size 125 --num_test 500_000 --use_common_corruption_testset
python main.py --task ICLR22.adversarial_training.ImagenetAdvTrainCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.008/imagenet_folder-0.008/ImagenetAdvTrainCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=122900.pt --run_adv_attack_battery --batch_size 125 --num_test 500_000 --use_common_corruption_testset
python main.py --task ICLR22.retina_warp.ImagenetRetinaWarpCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.0/ImagenetRetinaWarpCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=122900.pt --run_adv_attack_battery --batch_size 25 --num_test 500_000 --use_common_corruption_testset --add_fixation_predictor --add_fixed_noise_patch --num_fixations 5 --fixation_prediction_model deepgazeIII:rwarp-6.1-7.0-7.1-in1k
python main.py --task ICLR22.vonenets.EcosetVOneBlockCyclicLRXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset-0.0/EcosetVOneBlockCyclicLRXResNet2x18/0/checkpoints/epoch\=24-step\=140800.pt --run_adv_attack_battery --batch_size 125 --num_test 500_000 --use_common_corruption_testset --add_fixed_noise_patch
python main.py --task ICLR22.adversarial_training.ImagenetAdvTrainCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/imagenet_folder-0.008/imagenet_folder-0.008/ImagenetAdvTrainCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=122900.pt --run_adv_attack_battery --batch_size 125 --num_test 500_000 --use_common_corruption_testset

CUDA_VISIBLE_DEVICES='0' python main.py --task ICLR22.retina_warp.Ecoset100RetinaWarpCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset100_folder-0.0/ecoset100_folder-0.0/Ecoset100RetinaWarpCyclicLRRandAugmentXResNet2x18/2/checkpoints/epoch\=39-step\=73560.pt --run_adv_attack_battery --attacks APGD_25 --eps_list .002 .004 .008 --batch_size 10 --num_test 1000 --add_fixation_predictor --num_fixations 5 --fixation_prediction_model deepgazeIII:rwarp-6.1-7.0-7.1-in1k
CUDA_VISIBLE_DEVICES='0' python main.py --task ICLR22.retina_warp.Ecoset100RetinaWarpCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset100_folder-0.0/ecoset100_folder-0.0/Ecoset100RetinaWarpCyclicLRRandAugmentXResNet2x18/2/checkpoints/epoch\=39-step\=73560.pt --run_adv_attack_battery --attacks APGD_25 --eps_list .002 .004 .008 --batch_size 10 --num_test 1000 --add_fixation_predictor --num_fixations 5 --fixation_prediction_model deepgazeIII:rwarp-6.1-7.0-7.1-in1k

python main.py --task ICLR22.noisy_retina_blur.Ecoset10NoisyRetinaBlurS2500NoBlurWRandomScalesCyclicLR1e_1RandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset10-0.0/Ecoset10NoisyRetinaBlurS2500NoBlurWRandomScalesCyclicLR1e_1RandAugmentXResNet2x18/ --run_adv_attack_battery --attacks APGD_25 --eps_list 0. .008 --batch_size 10 --num_test 1000 --add_fixed_noise_patch --five_fixations --view_scale 3
python main.py --task ICLR22.baseline.EcosetCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset-0.0/EcosetCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=24-step\=140800.pt --run_adv_attack_battery --attack APGDL2 --eps_list 1. --batch_size 25 --multi_randaugment --num_test 1130
python main.py --task ICLR22.noisy_retina_blur.Ecoset100NoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18 --ckp /share/workhorse3/hippo/biologically_inspired_models/iclr22_logs/ecoset100_folder-0.0/ecoset100_folder-0.0/Ecoset100NoisyRetinaBlurWRandomScalesCyclicLRRandAugmentXResNet2x18/0/checkpoints/epoch\=39-step\=73560.pt --run_adv_attack_battery --attacks PcFmap-APGDL2_25 --eps_list 1. --batch_size 10 --num_test 1000 --add_fixation_predictor --num_fixations 5 --fixation_prediction_model deepgazeIII:rblur-6.1-7.0-7.1-in1k --precompute_fixation_map
