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train_ensembles
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bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/two_full_basic.out python3 training_ensemble2.py -v -c facebook/bart-base bert-base-uncased vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bart_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bert_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bertweet_full_basic/checkpoint_3 $SCRATCH/Models_16_4/xlnet_full_basic/checkpoint_3 -fm -e 3 -bs 128 -as 1 Data/train_neg_full_basic.txt Data/train_pos_full_basic.txt $SCRATCH/Models_ensembles/two_full_basic
bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/two_all_full_basic.out python3 training_ensemble2.py -v -c facebook/bart-base bert-base-uncased vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bart_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bert_all_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bertweet_all_full_basic/checkpoint_3 $SCRATCH/Models_16_4/xlnet_all_full_basic/checkpoint_3 -fm -e 3 -bs 64 -as 1 Data/train_neg_all_full_basic.txt Data/train_pos_all_full_basic.txt $SCRATCH/Models_ensembles/two_all_full_basic
bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/two_full_augmented.out python3 training_ensemble2.py -v -c facebook/bart-base bert-base-uncased vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bart_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bert_full_augmented/checkpoint_3 $SCRATCH/Models_16_4/bertweet_full_augmented/checkpoint_3 $SCRATCH/Models_16_4/xlnet_full_augmented/checkpoint_3 -fm -e 3 -bs 128 -as 1 Data/train_neg_full_augmented.txt Data/train_pos_full_augmented.txt $SCRATCH/Models_ensembles/two_full_augmented
bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/two_full_pp.out python3 training_ensemble2.py -v -c facebook/bart-base bert-base-uncased vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bart_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bert_full_pp/checkpoint_3 $SCRATCH/Models_16_4/bertweet_full_pp/checkpoint_3 $SCRATCH/Models_16_4/xlnet_full_pp/checkpoint_3 -fm -e 3 -bs 128 -as 1 Data/train_neg_full_pp.txt Data/train_pos_full_pp.txt $SCRATCH/Models_ensembles/two_full_pp
bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/one_full_basic.out python3 training_ensemble1.py -v -c bert-base-uncased facebook/bart-base vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bert_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bart_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bertweet_full_basic/checkpoint_3 $SCRATCH/Models_16_4/xlnet_full_basic/checkpoint_3 -fm -e 3 -bs 128 -as 1 Data/train_neg_full_basic.txt Data/train_pos_full_basic.txt $SCRATCH/Models_ensembles/one_full_basic
bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/one_all_full_basic.out python3 training_ensemble1.py -v -c bert-base-uncased facebook/bart-base vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bert_all_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bart_all_full_basic/checkpoint_3 $SCRATCH/Models_16_4/bertweet_all_full_basic/checkpoint_3 $SCRATCH/Models_16_4/xlnet_all_full_basic/checkpoint_3 -fm -e 3 -bs 128 -as 1 Data/train_neg_all_full_basic.txt Data/train_pos_all_full_basic.txt $SCRATCH/Models_ensembles/one_all_full_basic
bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/one_full_augmented.out python3 training_ensemble1.py -v -c bert-base-uncased facebook/bart-base vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bert_full_augmented/checkpoint_3 $SCRATCH/Models_16_4/bart_full_augmented/checkpoint_3 $SCRATCH/Models_16_4/bertweet_full_augmented/checkpoint_3 $SCRATCH/Models_16_4/xlnet_full_augmented/checkpoint_3 -fm -e 3 -bs 128 -as 1 Data/train_neg_full_augmented.txt Data/train_pos_full_augmented.txt $SCRATCH/Models_ensembles/one_full_augmented
bsub -W 24:00 -R "rusage[mem=8192]" -R "rusage[ngpus_excl_p=1]" -R "select[gpu_model0==GeForceGTX1080Ti]" -oo Output_ensembles/one_full_pp.out python3 training_ensemble1.py -v -c bert-base-uncased facebook/bart-base vinai/bertweet-base xlnet-base-cased -ckpts $SCRATCH/Models_16_4/bert_full_pp/checkpoint_3 $SCRATCH/Models_16_4/bart_full_pp/checkpoint_3 $SCRATCH/Models_16_4/bertweet_full_pp/checkpoint_3 $SCRATCH/Models_16_4/xlnet_full_pp/checkpoint_3 -fm -e 3 -bs 128 -as 1 Data/train_neg_full_pp.txt Data/train_pos_full_pp.txt $SCRATCH/Models_ensembles/one_full_pp